Datasets:

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movielens_dpo_dataset_3

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You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 9 Candidates for recommendation: Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 2311:2010 (Genres: Thriller, Science Fiction; Language: en; Overview: Americans and Russians unite to investigate Jupiter's black monolith.), Movie 1439:Meet Wally Sparks (Genres: Comedy; Language: en; Overview: Wally Sparks investigates governor's mansion for scandal to boost ratings.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3605:King Creole (Genres: Drama, Action, Music, Romance; Language: en; Overview: Danny Fisher, aspiring performer, faces crime boss's persistent pressure.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 2: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 3: Movie 714 - Reason: The exploration of existential themes and the unique narrative style may appeal to the user's appreciation for deep character studies found in their watched films. Rank 4: Movie 509 - Reason: The romantic and dramatic elements, along with a strong female lead, connect with the user's interest in character-driven stories and emotional depth. Rank 5: Movie 1715 - Reason: The dark comedy and thriller aspects mirror the user's enjoyment of unconventional narratives that blend humor with serious themes. Rank 6: Movie 3852 - Reason: The romantic comedy elements and character growth align with the user's preference for films that explore relationships and personal development. Rank 7: Movie 3605 - Reason: The combination of drama, action, and music appeals to the user's diverse taste in genres, particularly in character-driven stories. Rank 8: Movie 2311 - Reason: While it features thrilling elements, the focus on space exploration may not resonate as strongly with the user's preference for more grounded narratives. Rank 9: Movie 1439 - Reason: The comedic focus on political scandal may not align with the user's interest in deeper, more dramatic storytelling found in their preferred films.

Rank 1: Movie 1715 - Reason: This movie blends dark comedy with thriller elements, appealing to the user's taste for unique narratives that explore the macabre, similar to "The Usual Suspects." Rank 2: Movie 3852 - Reason: The romantic comedy aspect and character-driven story resonate with the user's appreciation for relationship dynamics, as seen in "The Remains of the Day." Rank 3: Movie 2311 - Reason: The science fiction and thriller elements align with the user's interest in complex, thought-provoking narratives, reminiscent of "Twelve Monkeys." Rank 4: Movie 3605 - Reason: This film's mix of drama, action, and romance reflects the user's enjoyment of character struggles and aspirations, similar to "The Remains of the Day." Rank 5: Movie 714 - Reason: The blend of drama and fantasy in a Western setting appeals to the user's appreciation for deep, character-driven stories like "The Usual Suspects." Rank 6: Movie 509 - Reason: The romantic and dramatic elements, along with a strong female lead, align well with the user's interest in emotional narratives, as seen in "High Art." Rank 7: Movie 32 - Reason: The intricate plot and time travel themes cater to the user's preference for intelligent storytelling, similar to their interest in "The Usual Suspects." Rank 8: Movie 1439 - Reason: This film's straightforward comedic approach may not resonate as strongly with the user's preference for layered narratives found in movies like "Citizen Ruth." Rank 9: Movie 1921 - Reason: While intriguing, the abstract themes and intense psychological elements may be less appealing compared to the user's preference for more character-driven stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 2142:An American Tail: Fievel Goes West (Genres: Adventure, Animation, Family; Language: en; Overview: Mice seek peace in the west, misled by a con artist.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 2765:The Acid House (Genres: Comedy, Drama; Language: en; Overview: Surreal triptych explores dark humor and human psyche through adaptation.), Movie 2272:One True Thing (Genres: Drama, Romance; Language: en; Overview: Career woman reevaluates parents' lives while caring for sick mother.), Movie 470:House Party 3 (Genres: Comedy; Language: en; Overview: Kid marries Veda; Play manages a female rap group.), Movie 792:A Hungarian Fairy Tale (Genres: ; Language: en; Overview: Orphan Andris searches for nonexistent father; clerk rebels against bureaucracy.), Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 3865:The Original Kings of Comedy (Genres: Comedy; Language: en; Overview: Captures live comedy magic of four iconic stand-up comedians.), Movie 2461:Leatherface: Texas Chainsaw Massacre III (Genres: Horror, Thriller; Language: en; Overview: Couple faces gas station threat, encounters cannibalistic clan seeking victims.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1715 - Reason: This film's blend of dark comedy and thriller elements aligns with the user's appreciation for unique storytelling, as seen in their interest in "Crumb" and "Fight Club." Rank 2: Movie 1175 - Reason: The surreal black comedy and absurdity resonate with the user's taste for unconventional narratives, similar to "Fast, Cheap & Out of Control." Rank 3: Movie 792 - Reason: The themes of searching for identity and rebellion against bureaucracy connect with the user's interest in character-driven stories like "Boys Don't Cry." Rank 4: Movie 470 - Reason: The comedic elements and social dynamics echo the user's enjoyment of character interactions in films like "Cold Comfort Farm." Rank 5: Movie 2461 - Reason: The horror and thriller aspects may appeal to the user's interest in intense narratives, akin to "Fight Club" and "Boys Don't Cry." Rank 6: Movie 2765 - Reason: The exploration of dark humor and the human psyche aligns with the user's appreciation for thought-provoking films like "Wild Reeds." Rank 7: Movie 3865 - Reason: The live comedy format and iconic comedians may resonate with the user's enjoyment of humor, as seen in "The Nightmare Before Christmas." Rank 8: Movie 2142 - Reason: The family-oriented adventure aligns with the user's interest in animated stories, though it may not be as complex as their preferred films. Rank 9: Movie 2272 - Reason: While it has dramatic elements, the more conventional narrative may not fully engage the user compared to their preferred films. Rank 10: Movie 1 - Reason: Although beloved, its straightforward animation and comedy may not align with the user's taste for deeper, more complex narratives.

Rank 1: Movie 470 - Reason: This comedy features relatable themes of friendship and celebration, appealing to the user's enjoyment of light-hearted narratives as seen in their history. Rank 2: Movie 2765 - Reason: The surreal and dark humor aligns with the user's appreciation for unique storytelling and thought-provoking narratives found in their preferred documentaries. Rank 3: Movie 2272 - Reason: This drama explores deep emotional connections and family dynamics, resonating with the user's interest in character-driven stories like "Gods and Monsters." Rank 4: Movie 1 - Reason: As a beloved animated classic, it combines humor and heartwarming moments, fitting the user's taste for family-friendly films like "The Nightmare Before Christmas." Rank 5: Movie 1715 - Reason: The blend of comedy and horror offers a quirky narrative that aligns with the user's appreciation for unconventional storytelling seen in "Fight Club." Rank 6: Movie 3865 - Reason: This film captures the essence of live comedy, appealing to the user's enjoyment of humor and performance showcased in their documentary preferences. Rank 7: Movie 2142 - Reason: The adventure and family themes resonate with the user's interest in animated films that explore journeys and personal growth, similar to "The Nightmare Before Christmas." Rank 8: Movie 2461 - Reason: This horror thriller may not align with the user's preference for more thought-provoking or character-driven narratives, making it less appealing. Rank 9: Movie 792 - Reason: The lack of clear genre or engaging storyline may not capture the user's interest, as they prefer films with strong narratives and character development. Rank 10: Movie 1175 - Reason: The surreal and dark themes may not resonate with the user's preferences for more grounded storytelling, leading to a lower ranking.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) There are 9 Candidates for recommendation: Movie 3875:The Devil Rides Out (Genres: Horror; Language: en; Overview: Good battles evil as Richelieu confronts Satanist Mocata for salvation.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1752:Hard Rain (Genres: Thriller; Language: en; Overview: Armored car driver evades thieves amid devastating flood chaos.), Movie 31:Dangerous Minds (Genres: Drama, Crime; Language: en; Overview: Former Marine teacher transforms underachieving teens with tough love.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: The emotional depth and exploration of complex relationships in this drama resonate with the user's appreciation for character-driven stories, as seen in their history. Rank 2: Movie 1715 - Reason: This film's unique blend of dark comedy and horror aligns with the user's taste for unconventional narratives, similar to the absurdity found in "Living in Oblivion." Rank 3: Movie 1921 - Reason: The psychological thriller aspect and the exploration of a genius's mind connect with the user's interest in thought-provoking and intense narratives, as seen in "Pulp Fiction." Rank 4: Movie 1535 - Reason: The themes of friendship and personal struggles in a dramatic setting resonate with the user's appreciation for character-focused stories, similar to "Beautiful Thing." Rank 5: Movie 1635 - Reason: The family dynamics and emotional chaos during a holiday weekend reflect the user's interest in dramas that explore complex interpersonal relationships, akin to "Citizen Ruth." Rank 6: Movie 31 - Reason: The transformative journey of the teacher and the tough love approach aligns with the user's interest in character development and social issues, similar to "Dangerous Minds." Rank 7: Movie 1639 - Reason: The romantic complications and exploration of sexuality in this film resonate with the user's interest in LGBTQ+ themes, as seen in "Beautiful Thing." Rank 8: Movie 3875 - Reason: The horror elements and supernatural themes may not align with the user's preferences for more grounded, character-driven narratives. Rank 9: Movie 1752 - Reason: The thriller aspects and action-oriented plot may not appeal as strongly to the user's preference for character and relationship-driven stories.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3875 - Reason: The battle between good and evil in this horror film resonates with the user's appreciation for intense narratives, similar to the dramatic tension in their watched movies. Rank 3: Movie 31 - Reason: The theme of transforming underachieving teens with tough love connects to the user's interest in character-driven dramas that explore personal growth. Rank 4: Movie 1535 - Reason: This drama about friendship and summer gatherings aligns with the user's preference for character-focused stories, similar to "Beautiful Thing." Rank 5: Movie 1635 - Reason: The chaotic family dynamics during Thanksgiving reflect the user's interest in dramas that explore complex relationships and emotional turmoil. Rank 6: Movie 1639 - Reason: The romantic complications in this film resonate with the user's enjoyment of romantic dramas, particularly those exploring LGBTQ themes. Rank 7: Movie 1715 - Reason: The dark comedy and horror blend may not align well with the user's preference for more straightforward narratives, making it less appealing. Rank 8: Movie 1752 - Reason: While thrilling, the action-focused plot may not resonate as strongly with the user's preference for character-driven stories and emotional depth. Rank 9: Movie 509 - Reason: The slow-paced, dramatic narrative may not align with the user's preference for more engaging and fast-paced storytelling seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.), Movie 3601:The Castaway Cowboy (Genres: Adventure, Family, Comedy, Western; Language: en; Overview: Cowboy saves family's business and romances single mom in Hawaii.), Movie 784:The Cable Guy (Genres: Comedy, Drama, Thriller; Language: en; Overview: Cable guy becomes obsessive stalker after befriending recently single Steven.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 255:The Jerky Boys (Genres: Comedy, Crime; Language: en; Overview: Two pranksters impersonate a mob boss, attracting dangerous attention.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 2: Movie 1715 - Reason: This film's dark humor and unique premise align with the user's appreciation for offbeat comedies, similar to "Living in Oblivion." Rank 3: Movie 1250 - Reason: The historical and dramatic elements reflect the user's taste for profound storytelling, akin to films like "Kundun." Rank 4: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 5: Movie 908 - Reason: The suspenseful plot and mistaken identity theme connect with the user's enjoyment of thrillers like "The Silence of the Lambs." Rank 6: Movie 1535 - Reason: The focus on friendship and emotional depth resonates with the user's interest in character-driven dramas, similar to "High Art." Rank 7: Movie 784 - Reason: The blend of comedy and psychological tension parallels the user's enjoyment of dark humor in films like "Welcome to the Dollhouse." Rank 8: Movie 3601 - Reason: This light-hearted adventure may not align with the user's preference for more serious or thought-provoking narratives. Rank 9: Movie 255 - Reason: The prankster comedy style may not resonate with the user's taste for deeper, more dramatic storytelling. Rank 10: Movie 1058 - Reason: The political romance may not appeal to the user's preference for more contemporary or relatable narratives.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The intimate gathering of friends in a secluded setting resonates with the user's appreciation for character-driven narratives and emotional depth. Rank 3: Movie 32 - Reason: The time travel and mystery aspects appeal to the user's interest in intricate plots and thrilling storytelling, similar to their favored films. Rank 4: Movie 908 - Reason: The themes of mistaken identity and suspense align with the user's taste for dramatic tension and clever storytelling found in their watched movies. Rank 5: Movie 784 - Reason: The mix of comedy and psychological thriller elements reflects the user's enjoyment of dark humor and complex character interactions. Rank 6: Movie 1058 - Reason: The romantic storyline set against a backdrop of political tension connects with the user's interest in drama and emotional relationships. Rank 7: Movie 255 - Reason: The comedic crime elements and prankster antics may not resonate strongly with the user's preference for more serious, dramatic narratives. Rank 8: Movie 1715 - Reason: The horror-comedy blend and macabre themes may diverge from the user's typical interests in more grounded, character-focused stories. Rank 9: Movie 3601 - Reason: The family-friendly adventure may not align with the user's preference for more serious and thought-provoking themes present in their watched films. Rank 10: Movie 1250 - Reason: The historical war drama may not appeal to the user as much, given their inclination towards contemporary stories and character-driven plots.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 3665:Curse of the Puppet Master (Genres: Horror; Language: pt; Overview: Robert falls for Jane while Dr. Magrew creates puppet humans.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1011:Herbie Rides Again (Genres: Romance, Comedy, Family, Fantasy; Language: en; Overview: Living Volkswagen Beetle aids elderly woman against corrupt developer's plans.), Movie 1722:Tomorrow Never Dies (Genres: Adventure, Action, Thriller; Language: en; Overview: Media mogul incites conflict; 007 battles to prevent global chaos.), Movie 1381:Grease 2 (Genres: Comedy, Drama, Family, Music, Romance; Language: en; Overview: New kid Michael navigates cliques, romance, and motorcycle challenges.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1049:The Ghost and the Darkness (Genres: Adventure; Language: en; Overview: Beaumont hires Patterson; lions disrupt railroad project in Africa.), Movie 3816:The Official Story (Genres: Drama, History; Language: es; Overview: Teacher searches for her adopted daughter's biological mother post-war.), Movie 352:Crooklyn (Genres: Comedy, Drama; Language: en; Overview: Spike Lee's vibrant film depicts a '70s Brooklyn family's life.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The intimate exploration of friendship and emotional depth resonates with the user's appreciation for character-driven narratives found in films like "Welcome to the Dollhouse." Rank 3: Movie 1175 - Reason: The surreal black comedy and unique storytelling style match the user's taste for unconventional narratives, as seen in "Bob Roberts" and "The Opposite of Sex." Rank 4: Movie 1049 - Reason: The adventure aspect and historical context may appeal to the user's interest in dramatic narratives, similar to "Four Days in September." Rank 5: Movie 1722 - Reason: The action-packed plot and espionage elements align with the user's enjoyment of thrilling narratives, as demonstrated by their interest in "The Matrix." Rank 6: Movie 3816 - Reason: The historical drama and personal search for identity resonate with the user's appreciation for deep, emotional stories, akin to "All About My Mother." Rank 7: Movie 3665 - Reason: The horror genre may not align well with the user's preferences, as they seem to favor more light-hearted or dramatic narratives. Rank 8: Movie 1381 - Reason: The musical and comedic elements may not fully engage the user, given their stronger inclination towards darker or more dramatic themes. Rank 9: Movie 1011 - Reason: The family-friendly and fantastical elements might not resonate as much with the user's preference for more serious or thought-provoking content. Rank 10: Movie 352 - Reason: While it depicts family life, the overall tone and style may not align with the user's interest in more nuanced or complex narratives.

Rank 1: Movie 352 - Reason: The vibrant depiction of family life in a historical setting aligns with the user's appreciation for character-driven stories, as seen in "Welcome to the Dollhouse." Rank 2: Movie 1535 - Reason: The exploration of friendship and personal connections resonates with the user's interest in character-focused narratives, similar to "The Opposite of Sex." Rank 3: Movie 3816 - Reason: The historical drama involving personal discovery matches the user's taste for thought-provoking stories, akin to "Four Days in September." Rank 4: Movie 3665 - Reason: The horror elements combined with a unique love story may not align with the user's preferences, which lean more towards drama and comedy. Rank 5: Movie 32 - Reason: The time travel and mystery elements appeal to the user's interest in complex narratives, similar to "The Matrix." Rank 6: Movie 1381 - Reason: The high school setting and romantic themes connect with the user's enjoyment of coming-of-age stories like "Welcome to the Dollhouse." Rank 7: Movie 1011 - Reason: The whimsical and family-friendly nature of the film may not resonate strongly with the user's preference for more serious or dramatic themes. Rank 8: Movie 1175 - Reason: The surreal black comedy and unique storytelling might be too unconventional compared to the user's typical preferences for straightforward narratives. Rank 9: Movie 1722 - Reason: The action and adventure focus may not align with the user's preference for character-driven stories seen in their history. Rank 10: Movie 1049 - Reason: The adventure genre may not appeal to the user's stronger inclination towards drama and character exploration.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 939:The Reluctant Debutante (Genres: Comedy, Romance; Language: it; Overview: Jane visits London; Sheila plans her debutante, causing conflicts.), Movie 1591:Spawn (Genres: Action, Adventure, Fantasy, Horror, Science Fiction, Thriller; Language: en; Overview: Murdered agent resurrected; leads Hell's Army to destroy humanity.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.), Movie 2285:If.... (Genres: Drama; Language: en; Overview: Boys' school rebellion challenges oppressive social hierarchy and authority.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 3847:Ilsa: She Wolf of the SS (Genres: Thriller, Horror, War; Language: en; Overview: Ilsa conducts experiments on prisoners to prove women's resilience.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 714 - Reason: This movie's exploration of identity and the spiritual journey aligns with the user's interest in complex narratives, similar to "Orlando" and "Boys Don't Cry." Rank 2: Movie 1715 - Reason: The dark humor and unique premise of accidental murder resonate with the user's appreciation for quirky comedies like "The Big Lebowski" and "Waiting for Guffman." Rank 3: Movie 1535 - Reason: The themes of friendship and love amidst a summer retreat connect well with the user's enjoyment of character-driven dramas like "Wild Reeds." Rank 4: Movie 908 - Reason: This classic thriller's mix of mistaken identity and suspense appeals to the user's taste for thrilling narratives, reminiscent of "Boys Don't Cry." Rank 5: Movie 3682 - Reason: The action-packed storyline featuring a vigilante aligns with the user's interest in crime and action, as seen in "Bullets Over Broadway." Rank 6: Movie 1297 - Reason: The blend of comedy and romance in a college setting mirrors the user's enjoyment of light-hearted narratives like "A Bug's Life." Rank 7: Movie 939 - Reason: The comedic elements and romantic conflicts in a social setting resonate with the user's preference for romantic comedies like "Cold Comfort Farm." Rank 8: Movie 2285 - Reason: The theme of rebellion against authority in a school setting may not strongly align with the user's previous movie preferences, which focus more on personal stories. Rank 9: Movie 1591 - Reason: The horror and dark themes of resurrection and destruction may not appeal to the user, who prefers more light-hearted or romantic narratives. Rank 10: Movie 3847 - Reason: The extreme horror and war themes in this film likely clash with the user's tastes, which lean towards comedy, romance, and drama.

Rank 1: Movie 1535 - Reason: This film explores deep themes of friendship and love, resonating with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 1591 - Reason: The action and fantasy elements combined with a thrilling narrative align with the user's taste for intense and adventurous stories. Rank 3: Movie 1297 - Reason: The blend of comedy and romance in a college setting matches the user's interest in lighthearted yet meaningful relationships. Rank 4: Movie 908 - Reason: The mystery and thriller aspects of this film cater to the user's preference for complex plots and suspenseful storytelling. Rank 5: Movie 2285 - Reason: The theme of rebellion against authority resonates with the user's interest in dramatic narratives that challenge societal norms. Rank 6: Movie 3682 - Reason: The gritty action and crime elements may appeal to the user's taste for thrilling narratives, although it leans more towards traditional action tropes. Rank 7: Movie 939 - Reason: This romantic comedy set in a social context aligns with the user's enjoyment of character-driven stories, though it may feel lighter than their usual preferences. Rank 8: Movie 3847 - Reason: The horror and thriller elements may not resonate with the user's general preference for more uplifting or comedic narratives. Rank 9: Movie 1715 - Reason: The dark humor and horror themes may clash with the user's inclination towards more lighthearted or romantic films. Rank 10: Movie 714 - Reason: While it features a unique narrative, the slow pace and heavy themes might not align with the user's preference for more engaging and upbeat stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) There are 10 Candidates for recommendation: Movie 3142:U2: Rattle and Hum (Genres: Documentary, Music; Language: en; Overview: U2's concert film showcasing their Joshua Tree tour highlights.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3826:Hollow Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Researcher becomes invisible, struggles to return, descends into madness.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 406:Federal Hill (Genres: ; Language: en; Overview: Five friends in Federal Hill face crime until love transforms them.), Movie 3924:Pajama Party (Genres: Comedy, Romance; Language: en; Overview: Martian teen preparing for invasion falls in love with Earth girl.), Movie 1005:D3: The Mighty Ducks (Genres: Action, Comedy, Drama, Family; Language: en; Overview: Ducks face pressure to retain scholarships amid coaching challenges.), Movie 379:Timecop (Genres: Thriller, Science Fiction, Action, Crime; Language: en; Overview: Time travel officer battles shady politician linked to his past.), Movie 1520:Commandments (Genres: Comedy, Drama, Romance; Language: en; Overview: Seth, grieving and angry, breaks the Ten Commandments after tragedy.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1715 - Reason: The dark comedy and thriller aspects resonate with the user's enjoyment of crime and psychological narratives, adding a unique twist to familiar themes. Rank 3: Movie 1535 - Reason: The focus on friendship and emotional depth in a summer setting connects with the user's appreciation for character-driven dramas, similar to "The Usual Suspects." Rank 4: Movie 406 - Reason: The themes of friendship and transformation through love mirror the user's interest in character relationships and personal growth found in their watched films. Rank 5: Movie 3142 - Reason: The documentary style and music focus align with the user's interest in cultural narratives, as seen in "Paris is Burning." Rank 6: Movie 3826 - Reason: The blend of action and psychological thriller elements caters to the user's taste for intense and thought-provoking narratives, similar to "Fight Club." Rank 7: Movie 1005 - Reason: The family-oriented sports theme provides a light-hearted contrast to the user's darker dramas, appealing to their comedic side while still being engaging. Rank 8: Movie 379 - Reason: The time travel and action elements may not resonate as strongly with the user, given their preference for more character-driven and dramatic narratives. Rank 9: Movie 3924 - Reason: The romantic comedy aspect may not align with the user's established preference for more serious and thought-provoking films. Rank 10: Movie 1520 - Reason: The comedic and romantic focus may not appeal to the user, who tends to favor more dramatic and intense storytelling in their movie choices.

Rank 1: Movie 1715 - Reason: This movie combines dark comedy and thriller elements, appealing to the user's taste for unique narratives like "The Usual Suspects" and "Fight Club." Rank 2: Movie 379 - Reason: The time travel and action aspects resonate with the user's interest in thrilling plots, similar to the excitement found in "Pulp Fiction." Rank 3: Movie 1520 - Reason: The exploration of grief and rebellion against societal norms aligns with the user's appreciation for character-driven dramas, as seen in "Boys Don't Cry." Rank 4: Movie 406 - Reason: This film's focus on friendship and transformation amidst crime reflects themes found in the user's favored movies, enhancing its appeal. Rank 5: Movie 1005 - Reason: The family and sports themes in this film connect with the user's enjoyment of comedic and uplifting narratives, akin to "The Nightmare Before Christmas." Rank 6: Movie 3142 - Reason: As a documentary about a renowned band, it aligns with the user's interest in cultural exploration, similar to "Paris is Burning." Rank 7: Movie 3924 - Reason: This light-hearted romance may not resonate as strongly with the user, who prefers more complex and dramatic narratives. Rank 8: Movie 3826 - Reason: The horror and thriller elements may not align with the user's preference for character-driven stories, as seen in their history. Rank 9: Movie 1535 - Reason: While it features strong character dynamics, the drama's slower pace might not engage the user as much as their preferred thrillers. Rank 10: Movie 1921 - Reason: The film's heavy focus on mathematical concepts may be too abstract for the user, who tends to favor more relatable narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 991:Michael Collins (Genres: Drama, Thriller; Language: en; Overview: Michael Collins helped establish Irish Free State, facing subsequent vilification.), Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 2456:The Fly II (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Martin Brundle, a mutant, is raised by Bartok Inc. employees.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1250 - Reason: This film's exploration of complex human emotions and moral dilemmas during wartime aligns with the user's appreciation for deep, character-driven narratives as seen in their history. Rank 2: Movie 1635 - Reason: The chaotic dynamics of family relationships during a holiday resonate with the user's interest in character studies and drama, similar to movies like "High Art." Rank 3: Movie 714 - Reason: The blend of fantasy and existential themes in a Western setting appeals to the user's taste for unique storytelling, as evidenced by their enjoyment of "The City of Lost Children." Rank 4: Movie 509 - Reason: The romantic and dramatic elements of a mute pianist's struggle mirror the user's affinity for poignant love stories, akin to "Edward Scissorhands." Rank 5: Movie 1921 - Reason: The psychological thriller aspect and the protagonist's obsession with mathematical truths align with the user's preference for thought-provoking narratives, similar to "Pi." Rank 6: Movie 32 - Reason: The time travel and mystery elements resonate with the user's interest in complex science fiction, akin to their enjoyment of "Twelve Monkeys." Rank 7: Movie 908 - Reason: The suspenseful plot and mistaken identity theme appeal to the user's taste for thrillers, similar to the tension found in "Bullets Over Broadway." Rank 8: Movie 991 - Reason: The historical drama and political themes may not align as closely with the user's preferences for more personal and character-driven stories. Rank 9: Movie 1130 - Reason: The horror elements and focus on a rehabilitation center may not resonate with the user's interests, which lean more towards drama and romance. Rank 10: Movie 2456 - Reason: The horror and science fiction aspects might be less appealing to the user, who seems to favor more character-focused narratives rather than genre-specific thrills.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 3: Movie 714 - Reason: This film's blend of drama and fantasy, along with its exploration of existential themes, appeals to the user's taste for deep storytelling. Rank 4: Movie 509 - Reason: The romantic and dramatic elements in a unique setting align with the user's appreciation for character-driven narratives. Rank 5: Movie 1130 - Reason: The horror and drama aspects, combined with a strong female lead, may intrigue the user who enjoys intense character arcs. Rank 6: Movie 1635 - Reason: The family drama during a chaotic holiday resonates with the user's interest in character dynamics and emotional storytelling. Rank 7: Movie 1250 - Reason: This historical drama with themes of conflict and leadership aligns with the user's interest in complex narratives and character struggles. Rank 8: Movie 908 - Reason: The mystery and thriller elements, along with a classic narrative style, may appeal to the user's taste for engaging plots. Rank 9: Movie 991 - Reason: While it has dramatic elements, the political focus may not resonate as strongly with the user's preference for more personal stories. Rank 10: Movie 2456 - Reason: The horror and science fiction mix might not align with the user's typical preferences for more character-driven and thoughtful narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) There are 10 Candidates for recommendation: Movie 522:Romper Stomper (Genres: Action, Drama, Thriller; Language: en; Overview: Nazi skinheads confront Vietnamese; conflict leads to unexpected consequences.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 2771:Brokedown Palace (Genres: Drama, Thriller; Language: en; Overview: Best friends' trip turns disastrous when heroin is discovered.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3219:Pacific Heights (Genres: Crime, Thriller; Language: en; Overview: Couple renovates dream house, becomes landlords; tenant disrupts plans.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 2345:Desert Bloom (Genres: Drama, Family; Language: en; Overview: Rose Chismore's youth: troubled family, first love, vibrant memories.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: The themes of friendship and personal struggles resonate with the user's appreciation for character-driven narratives, as seen in their history. Rank 2: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 3: Movie 509 - Reason: The emotional depth and romantic conflict in this film match the user's interest in character relationships, similar to the complexities found in their watched movies. Rank 4: Movie 32 - Reason: The time travel and dystopian themes appeal to the user's taste for thrilling narratives that challenge reality, as evidenced by their enjoyment of films like "The City of Lost Children." Rank 5: Movie 1250 - Reason: The historical drama and moral dilemmas presented in this film align with the user's appreciation for intense, character-driven stories, as seen in "Glengarry Glen Ross." Rank 6: Movie 914 - Reason: The transformation and social themes resonate with the user's interest in character development and societal commentary, similar to "Welcome to the Dollhouse." Rank 7: Movie 2771 - Reason: The themes of friendship and the consequences of choices connect with the user's appreciation for dramatic narratives, akin to "The Usual Suspects." Rank 8: Movie 522 - Reason: The intense conflict and social commentary may not align as closely with the user's preference for more nuanced character studies, as seen in their history. Rank 9: Movie 2345 - Reason: The family dynamics and nostalgic themes might not resonate as strongly with the user, who seems to prefer darker, more complex narratives. Rank 10: Movie 3219 - Reason: The thriller elements may not appeal as much to the user, who seems to favor films with deeper character exploration and emotional weight.

Rank 1: Movie 1535 - Reason: This film explores deep emotional connections among friends, resonating with the user's appreciation for character-driven narratives as seen in "Welcome to the Dollhouse." Rank 2: Movie 3219 - Reason: The tension between landlords and a disruptive tenant mirrors the conflict-driven storytelling found in "The Usual Suspects" and "Glengarry Glen Ross." Rank 3: Movie 1921 - Reason: The psychological and mathematical themes in this film align with the user's interest in complex, thought-provoking stories, similar to "Pulp Fiction." Rank 4: Movie 1250 - Reason: This historical drama about resilience and leadership connects with the user's taste for intense narratives like "Glengarry Glen Ross." Rank 5: Movie 522 - Reason: The exploration of social conflict and identity in this film resonates with the user's interest in gritty dramas like "The City of Lost Children." Rank 6: Movie 509 - Reason: The romantic and dramatic elements in this film parallel the emotional depth found in "The Opposite of Sex." Rank 7: Movie 2345 - Reason: This coming-of-age story about family and first love aligns with the user's appreciation for character-driven narratives, similar to "Rushmore." Rank 8: Movie 2771 - Reason: The themes of friendship and unforeseen consequences in this thriller resonate with the user's interest in dramatic tension as seen in "The Usual Suspects." Rank 9: Movie 32 - Reason: The science fiction aspect may not strongly appeal to the user, given their preference for more character-focused stories. Rank 10: Movie 914 - Reason: The musical elements and romantic comedy aspects might not align with the user's interest in darker, more dramatic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 3718:American Pimp (Genres: Documentary; Language: en; Overview: African-American pimps discuss their lives, rules, and money-focused work.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 321:Strawberry and Chocolate (Genres: Comedy, Drama; Language: es; Overview: Gay artist and straight communist develop friendship amidst Cuba's oppression.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 2411:Rocky IV (Genres: Drama; Language: en; Overview: Rocky returns to fight Drago for revenge and redemption.), Movie 1401:Ghosts of Mississippi (Genres: History, Drama; Language: en; Overview: Drama about Medgar Evers' assassination and trial for justice.), Movie 743:Spy Hard (Genres: Action, Comedy; Language: en; Overview: Agent WD-40 and KGB agent fight Gen. Rancor's world domination.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The themes of friendship and personal growth resonate with the user's interest in character-driven narratives, similar to "Beautiful Thing." Rank 3: Movie 714 - Reason: The blend of drama and fantasy in a Western setting aligns with the user's appreciation for unique storytelling, as seen in "Being John Malkovich." Rank 4: Movie 1401 - Reason: This historical drama about justice and civil rights connects with the user's interest in impactful narratives, akin to "Howards End." Rank 5: Movie 2411 - Reason: The underdog story and themes of redemption in this sports drama may appeal to the user's taste for character evolution, similar to "Little Voice." Rank 6: Movie 321 - Reason: The exploration of friendship amidst societal challenges resonates with the user's affinity for heartfelt stories, as seen in "Beautiful Thing." Rank 7: Movie 1690 - Reason: The combination of science fiction and horror may not align with the user's preferences, as they lean towards more character-focused narratives. Rank 8: Movie 1081 - Reason: While it has comedic elements, the complexity of the plot may not appeal to the user's preference for straightforward storytelling, unlike "Austin Powers." Rank 9: Movie 743 - Reason: The action-comedy blend may not resonate with the user, who seems to prefer deeper, more meaningful narratives as seen in their history. Rank 10: Movie 3718 - Reason: The documentary format and focus on a niche subject matter might not align with the user's preference for narrative-driven films.

Rank 1: Movie 714 - Reason: This film's blend of fantasy and drama aligns with the user's appreciation for imaginative storytelling, similar to "The City of Lost Children." Rank 2: Movie 1690 - Reason: The science fiction and horror elements resonate with the user's interest in complex narratives, as seen in "Being John Malkovich." Rank 3: Movie 1081 - Reason: The romantic and musical elements in a comedic setting appeal to the user's enjoyment of films like "Beautiful Thing." Rank 4: Movie 743 - Reason: The action-comedy blend and humorous espionage themes may attract the user, reminiscent of "Austin Powers: International Man of Mystery." Rank 5: Movie 3718 - Reason: The documentary format and focus on real-life stories might not align with the user's preference for fictional narratives. Rank 6: Movie 2411 - Reason: The themes of personal struggle and redemption in a dramatic sports context resonate with the user's interest in character-driven stories like "Little Voice." Rank 7: Movie 1401 - Reason: The historical drama and themes of justice may not strongly connect with the user's preference for lighter, more comedic films. Rank 8: Movie 321 - Reason: The exploration of friendship amidst societal challenges aligns with the user's appreciation for character-driven narratives, similar to "Welcome to the Dollhouse." Rank 9: Movie 1535 - Reason: The focus on a summer gathering of friends may not engage the user as much due to its more subdued and less adventurous tone. Rank 10: Movie 32 - Reason: While it features science fiction elements, the darker thriller aspects may not align with the user's preference for more light-hearted films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 568:Bhaji on the Beach (Genres: Comedy, Drama; Language: en; Overview: Indian women from Birmingham travel together to Blackpool beach resort.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 1875:Clockwatchers (Genres: Comedy, Drama; Language: en; Overview: Iris, a wallflower, waits two hours on her first day.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 3106:Come See the Paradise (Genres: Drama, Romance, History; Language: en; Overview: Love story struggles amid cultural clash and wartime challenges.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3318:Deterrence (Genres: Action, Drama, Mystery, Thriller; Language: en; Overview: President faces international crisis trapped in Colorado diner snowstorm.), Movie 1985:Halloween 4: The Return of Michael Myers (Genres: Horror, Thriller; Language: en; Overview: Michael Myers returns; his niece Jamie seeks help to survive.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 714 - Reason: The film's blend of drama and fantasy, along with its exploration of existential themes, resonates with the user's interest in deep, character-driven narratives. Rank 3: Movie 1535 - Reason: The focus on friendship and personal struggles in a secluded setting aligns with the user's appreciation for character dynamics and emotional storytelling. Rank 4: Movie 1715 - Reason: The unique mix of comedy and horror, along with its exploration of isolation and madness, reflects the user's taste for unconventional narratives. Rank 5: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 6: Movie 3106 - Reason: The historical romance set against a backdrop of cultural conflict aligns with the user's appreciation for complex emotional stories. Rank 7: Movie 1875 - Reason: The comedic yet introspective exploration of office life appeals to the user's taste for character-driven narratives with a touch of humor. Rank 8: Movie 568 - Reason: The film's focus on cultural identity and female camaraderie might not strongly resonate with the user's previous preferences. Rank 9: Movie 3318 - Reason: The political thriller aspect may not align well with the user's preference for more personal, character-focused stories. Rank 10: Movie 1985 - Reason: The horror genre and slasher elements may not appeal to the user's demonstrated interest in more nuanced and character-driven films.

Rank 1: Movie 1875 - Reason: This movie explores the mundane aspects of office life with a comedic twist, appealing to the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 568 - Reason: The comedic and dramatic elements of this film about cultural identity resonate with the user's interest in character relationships and personal journeys. Rank 3: Movie 1715 - Reason: The blend of comedy and horror in a unique setting aligns with the user's taste for unconventional storytelling, similar to their interest in films like "The City of Lost Children." Rank 4: Movie 1921 - Reason: The psychological thriller aspect and the exploration of mathematical concepts connect with the user's preference for thought-provoking narratives, akin to "Reservoir Dogs." Rank 5: Movie 714 - Reason: The spiritual journey and fantasy elements resonate with the user's interest in unique narratives that blend different genres, similar to "The City of Lost Children." Rank 6: Movie 1535 - Reason: The themes of friendship and personal struggles in a secluded setting align with the user's appreciation for character-driven dramas, reminiscent of "High Art." Rank 7: Movie 3318 - Reason: The intense drama and mystery elements fit the user's taste for thrilling narratives, though it may not be as character-focused as their preferred films. Rank 8: Movie 908 - Reason: The classic thriller elements and mistaken identity plot appeal to the user's interest in suspenseful stories, though it may lack the depth found in their favorite films. Rank 9: Movie 3106 - Reason: While it features romance and drama, the historical context may not resonate as much with the user's preference for contemporary narratives. Rank 10: Movie 1985 - Reason: This horror film may not align with the user's interests, as they tend to prefer more character-driven and thought-provoking narratives rather than straightforward horror.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 1503:8 Heads in a Duffel Bag (Genres: Comedy, Crime; Language: en; Overview: Hitman Tommy Spinelli loses bag of severed heads at airport.), Movie 2057:The Incredible Journey (Genres: Adventure, Family; Language: en; Overview: Three pets embark on a journey home after losing owners.), Movie 510:Poetic Justice (Genres: Drama, Romance; Language: en; Overview: Justice, a young poet, experiences life during an overnight delivery.), Movie 413:Airheads (Genres: Comedy, Crime, Music; Language: en; Overview: Band takes over radio station to promote their demo tape.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 3518:The End of Violence (Genres: Drama, Thriller; Language: en; Overview: Hollywood producer Mike Max is kidnapped, prompting love and intrigue.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 3606:On the Town (Genres: Comedy, Music, Romance; Language: en; Overview: Three sailors explore New York, encountering love and adventure.), Movie 1867:Tarzan and the Lost City (Genres: Action, Adventure; Language: en; Overview: Tarzan returns to Africa to save his homeland from destruction.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1175 - Reason: This movie combines dark comedy and surreal elements, aligning with the user's appreciation for unique storytelling as seen in "The City of Lost Children." Rank 2: Movie 1635 - Reason: The family drama and chaotic dynamics resonate with the user's interest in complex character relationships, similar to "High Art." Rank 3: Movie 1250 - Reason: The historical drama and moral dilemmas echo the user's taste for thought-provoking narratives, akin to "Howards End." Rank 4: Movie 413 - Reason: The comedic elements and music theme may appeal to the user's enjoyment of light-hearted stories, reminiscent of "Romy and Michele's High School Reunion." Rank 5: Movie 3606 - Reason: The romantic adventures set against a musical backdrop align with the user's interest in romance and comedy, similar to "Orlando." Rank 6: Movie 3518 - Reason: The thriller aspects and exploration of complex relationships resonate with the user's preference for intense narratives, reminiscent of "Being John Malkovich." Rank 7: Movie 510 - Reason: The romantic drama featuring a young poet connects with the user's interest in love stories, similar to "Edward Scissorhands." Rank 8: Movie 1867 - Reason: The action-adventure theme may not strongly align with the user's preference for more character-driven stories, as seen in their history. Rank 9: Movie 1503 - Reason: The crime-comedy elements may not resonate with the user's interest in deeper narratives, contrasting with their preference for films like "Bob Roberts." Rank 10: Movie 2057 - Reason: The family adventure may lack the complexity and thematic depth that the user tends to enjoy, as seen in their higher-ranked films.

Rank 1: Movie 1635 - Reason: The film's exploration of family dynamics and emotional chaos aligns with the user's interest in character-driven dramas, as seen in their history. Rank 2: Movie 3606 - Reason: This musical comedy's themes of love and adventure resonate with the user's enjoyment of romantic and whimsical narratives. Rank 3: Movie 3518 - Reason: The blend of drama and thriller elements in this film matches the user's preference for complex, thought-provoking stories. Rank 4: Movie 1175 - Reason: The surreal and darkly comedic aspects of this film appeal to the user's taste for unique and imaginative storytelling, as evident in their preferences. Rank 5: Movie 413 - Reason: This comedy's focus on music and the antics of a band aligns with the user's enjoyment of humorous narratives, as seen in their history. Rank 6: Movie 510 - Reason: The romantic and poetic themes in this film resonate with the user's interest in love stories, similar to those in their watched movies. Rank 7: Movie 1250 - Reason: This historical drama's themes of struggle and resilience connect with the user's appreciation for deep, character-driven narratives. Rank 8: Movie 1503 - Reason: The comedic crime elements may not align closely with the user's preference for more serious or thought-provoking narratives. Rank 9: Movie 1867 - Reason: The action-adventure focus may not resonate as much with the user's preference for character-driven stories and emotional depth. Rank 10: Movie 2057 - Reason: While a family adventure, this film may lack the complexity and emotional engagement the user typically enjoys in their movie selections.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) There are 10 Candidates for recommendation: Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1572:Contempt (Genres: Drama; Language: fr; Overview: Screenwriter's marriage crumbles as wife bonds with film producer.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 3065:Ten Benny (Genres: Drama, Action; Language: en; Overview: Young salesman’s arrogance leads to gambling debts and misery.), Movie 1826:Barney's Great Adventure (Genres: Family; Language: en; Overview: Kids chase colorful egg with Barney after it’s carted off.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 3838:Phantasm III: Lord of the Dead (Genres: Horror, Action, Science Fiction; Language: en; Overview: Tall Man returns, haunting Mike and Reggie’s dangerous quest.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: The family drama and chaotic Thanksgiving setting resonate with the user's appreciation for character-driven narratives, as seen in "The Remains of the Day." Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, similar to "The Matrix." Rank 3: Movie 1175 - Reason: This surreal black comedy's unique storytelling aligns with the user's taste for quirky, unconventional films like "Cold Comfort Farm." Rank 4: Movie 1500 - Reason: The blend of action, comedy, and romance mirrors the user's enjoyment of films like "Jackie Brown" and "Bowfinger." Rank 5: Movie 2160 - Reason: The psychological horror and suspense elements reflect the user's interest in dramatic tension, akin to "The Remains of the Day." Rank 6: Movie 3838 - Reason: The horror and action elements may not align closely with the user's preferences, which lean more towards drama and comedy. Rank 7: Movie 3065 - Reason: The drama surrounding gambling debts and personal failure may not appeal to the user's preference for lighter, more comedic narratives. Rank 8: Movie 1690 - Reason: The science fiction and horror blend might not resonate as strongly with the user, who prefers character-driven stories over genre-heavy plots. Rank 9: Movie 1826 - Reason: The family-oriented theme may not align with the user's interest in more mature, complex narratives, as seen in their history. Rank 10: Movie 1572 - Reason: The focus on a crumbling marriage and artistic struggles may not appeal to the user, who tends to favor more comedic or uplifting stories.

Rank 1: Movie 1635 - Reason: This film's exploration of family dynamics and chaos during a holiday resonates with the user's appreciation for character-driven narratives, as seen in "The Remains of the Day." Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, akin to "The Matrix." Rank 3: Movie 3065 - Reason: The story of a young man's downfall due to arrogance aligns with the user's interest in character struggles and moral dilemmas, similar to "Jackie Brown." Rank 4: Movie 1690 - Reason: This film combines science fiction, horror, and action elements, appealing to the user's taste for complex, genre-blending stories like "The Matrix." Rank 5: Movie 2160 - Reason: The tension surrounding motherhood and fear for a child's safety connects with the user's appreciation for psychological drama, as seen in "The Remains of the Day." Rank 6: Movie 1500 - Reason: The blend of action, comedy, and a protagonist with a moral awakening aligns with the user’s enjoyment of character-driven stories like "Bullets Over Broadway." Rank 7: Movie 1175 - Reason: The surreal and darkly comedic elements may not resonate with the user’s preference for more straightforward narratives seen in their history. Rank 8: Movie 1572 - Reason: The exploration of a crumbling marriage may not align with the user’s preference for more uplifting or comedic narratives, as seen in "Cold Comfort Farm." Rank 9: Movie 3838 - Reason: The horror elements and chaotic narrative may not appeal to the user, who seems to prefer more character-focused and dramatic stories. Rank 10: Movie 1826 - Reason: The family-oriented and simplistic nature of this film may not align with the user's preference for more complex and thought-provoking narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) There are 10 Candidates for recommendation: Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 188:The Prophecy (Genres: Fantasy, Horror, Thriller; Language: en; Overview: Gabriel seeks a soul; a priest and girl must intervene.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 3484:The Skulls (Genres: Crime, Drama, Thriller; Language: en; Overview: Luke's excitement for The Skulls fades with unsettling revelations.), Movie 2818:Iron Eagle IV (Genres: Action, Adventure; Language: en; Overview: Chappy trains misfits for competition, uncovering toxic waste dealings.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The intimate gathering of friends in a secluded setting resonates with the user's appreciation for character-driven narratives and emotional depth. Rank 3: Movie 908 - Reason: The suspenseful plot and mistaken identity theme connect with the user's interest in thrilling and engaging stories, similar to their enjoyment of quirky narratives. Rank 4: Movie 1250 - Reason: The historical drama and themes of resilience in the face of adversity align with the user's taste for profound and impactful storytelling. Rank 5: Movie 1175 - Reason: The surreal black comedy and unique storytelling style appeal to the user's enjoyment of unconventional narratives, as seen in their history. Rank 6: Movie 714 - Reason: The blend of drama and fantasy, along with the spiritual journey, resonates with the user's interest in character exploration and existential themes. Rank 7: Movie 2818 - Reason: The action-adventure elements may not align closely with the user's preference for more character-driven or thought-provoking films. Rank 8: Movie 3484 - Reason: The crime and thriller aspects may not fully resonate with the user's taste for deeper emotional narratives and character development. Rank 9: Movie 3114 - Reason: While entertaining, the animated family film may not match the user's preference for more nuanced and complex storytelling found in their history. Rank 10: Movie 188 - Reason: The horror and thriller elements may not align with the user's interests, which seem to favor drama and comedy over darker themes.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3114 - Reason: The animated comedy and family themes resonate with the user's enjoyment of lighthearted yet meaningful narratives found in their previous choices. Rank 3: Movie 2818 - Reason: The action and adventure aspects, along with themes of camaraderie, appeal to the user's interest in dynamic storytelling, similar to the humor in "Austin Powers." Rank 4: Movie 3484 - Reason: The crime and drama elements, along with the psychological tension, connect with the user's appreciation for intricate character studies, akin to "The Big Lebowski." Rank 5: Movie 1175 - Reason: The surreal black comedy and unique storytelling style align with the user's taste for unconventional narratives, as seen in "Living in Oblivion." Rank 6: Movie 1535 - Reason: This drama about friendship and summer gatherings resonates with the user's interest in character-driven stories, similar to "High Art." Rank 7: Movie 32 - Reason: The science fiction and thriller components, along with a time travel narrative, align with the user's preference for intellectually stimulating plots. Rank 8: Movie 188 - Reason: The fantasy and horror elements may not resonate as strongly with the user, given their preference for more grounded dramas and comedies. Rank 9: Movie 1250 - Reason: The historical war drama might be less appealing to the user, who seems to favor contemporary and character-focused narratives. Rank 10: Movie 714 - Reason: The slow-paced, existential themes in this western may not align with the user's preference for more engaging and humorous storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 431:Carlito's Way (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Ex-con vows to avoid drugs, violence, seeking a better life.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 121:The Boys of St. Vincent (Genres: Drama; Language: en; Overview: Boys sexually abused at Newfoundland orphanage run by religious community.), Movie 126:The Neverending Story III: Escape from Fantasia (Genres: Fantasy; Language: en; Overview: Boy restores order after bullies steal magical portal book.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.), Movie 1832:Heaven's Burning (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Midori fakes kidnapping, escapes marriage, and becomes robbery hostage.), Movie 2409:Rocky II (Genres: Drama; Language: en; Overview: Rocky and Creed face off again in a brutal rematch.), Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: The film's exploration of family dynamics and personal turmoil during a holiday resonates with the user's appreciation for character-driven dramas like "Living in Oblivion" and "Wild Reeds." Rank 2: Movie 908 - Reason: This classic thriller features mistaken identity and suspense, aligning with the user's interest in complex narratives as seen in "Reservoir Dogs." Rank 3: Movie 1250 - Reason: The historical drama elements and moral dilemmas presented in this film connect with the user's taste for thought-provoking stories, similar to "Four Days in September." Rank 4: Movie 2409 - Reason: The underdog story and themes of perseverance in "Rocky II" appeal to the user's affinity for character growth and drama, akin to "Little Voice." Rank 5: Movie 126 - Reason: The fantasy elements and whimsical story may not resonate as strongly with the user, who prefers more grounded narratives like "Being John Malkovich." Rank 6: Movie 223 - Reason: The comedic yet relatable situations in "Clerks" align with the user's enjoyment of character-driven humor, similar to "Billy's Hollywood Screen Kiss." Rank 7: Movie 121 - Reason: The serious and heavy themes of abuse in this film may not appeal to the user, who tends to favor lighter dramas or comedies. Rank 8: Movie 3639 - Reason: While action-packed, the film's reliance on typical spy tropes may not align with the user's preference for unique storytelling found in movies like "Reservoir Dogs." Rank 9: Movie 1832 - Reason: The film's combination of crime and action may not resonate with the user's interest in more nuanced character explorations seen in "Howards End." Rank 10: Movie 431 - Reason: The violent and gritty narrative of "Carlito's Way" may not align with the user's preference for more subtle and character-focused storytelling.

Rank 1: Movie 223 - Reason: The humor and everyday struggles of the clerks resonate with the user's appreciation for character-driven narratives found in films like "Living in Oblivion." Rank 2: Movie 121 - Reason: The serious themes of abuse and resilience align with the user's interest in dramatic and impactful storytelling, as seen in "Wild Reeds." Rank 3: Movie 1250 - Reason: The historical context and character development in a war setting appeal to the user's taste for complex dramas like "Four Days in September." Rank 4: Movie 1832 - Reason: The blend of action and personal stakes mirrors the user's enjoyment of intense narratives, similar to "Reservoir Dogs." Rank 5: Movie 3639 - Reason: The adventurous spirit and iconic action elements align with the user's interest in thrilling stories, as seen in "El Mariachi." Rank 6: Movie 2409 - Reason: The underdog story and emotional depth resonate with the user's appreciation for character arcs in films like "Little Voice." Rank 7: Movie 126 - Reason: The fantasy elements and youthful adventure parallel the user's enjoyment of imaginative storytelling found in "The Nightmare Before Christmas." Rank 8: Movie 1635 - Reason: The exploration of family dynamics and emotional turmoil connects with the user's interest in character-driven dramas like "Being John Malkovich." Rank 9: Movie 908 - Reason: The mystery and suspense may not align with the user's preference for more character-focused narratives, as seen in their previous selections. Rank 10: Movie 431 - Reason: The crime and action elements might not resonate as strongly with the user's preference for more nuanced and dramatic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) There are 10 Candidates for recommendation: Movie 3688:Porky's (Genres: Comedy; Language: en; Overview: In 1954, teens seek revenge on nightclub owner and sheriff.), Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.), Movie 687:Country Life (Genres: Drama, Romance; Language: en; Overview: Chekhov's "Uncle Vanya" adapted to 1920s rural Australia themes.), Movie 2149:House II: The Second Story (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Young couple discovers family history and cursed crystal skull.), Movie 2615:My Science Project (Genres: Comedy, Family, Fantasy, Science Fiction; Language: en; Overview: Michael and Ellie find a glowing orb threatening humanity's existence.), Movie 3549:Guys and Dolls (Genres: Comedy, Music, Romance; Language: en; Overview: Gambler and missionary fall in love amid a hidden bet.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: This film's exploration of love and conflict through a unique narrative aligns with the user's appreciation for deep emotional stories as seen in "High Art" and "The Opposite of Sex." Rank 2: Movie 1715 - Reason: The dark humor and psychological twists in this horror-comedy resonate with the user's interest in unconventional narratives like "Pulp Fiction" and "The Big Lebowski." Rank 3: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 4: Movie 1535 - Reason: The film's focus on friendship and personal connection in a dramatic setting reflects the user's taste for character-driven narratives, similar to "High Art." Rank 5: Movie 2615 - Reason: The blend of comedy and science fiction in this family-friendly adventure matches the user's enjoyment of light-hearted yet imaginative films like "Austin Powers." Rank 6: Movie 687 - Reason: This adaptation of Chekhov's work offers a rich emotional narrative that may appeal to the user's appreciation for drama and romance as seen in "The Piano." Rank 7: Movie 2149 - Reason: The fantasy and comedic elements in this horror-comedy may not align closely with the user's preferences, which lean more towards serious and dramatic themes. Rank 8: Movie 3688 - Reason: While this film has comedic elements, its focus on teenage antics may not resonate as strongly with the user's taste for more sophisticated narratives. Rank 9: Movie 3549 - Reason: The musical aspect and traditional romantic comedy format may not align with the user's preference for more unconventional storytelling seen in "Being John Malkovich." Rank 10: Movie 951 - Reason: Although a classic, the straightforward romantic comedy plot may not engage the user as much as the more complex narratives they typically enjoy.

Rank 1: Movie 3688 - Reason: This movie's comedic elements and themes of teenage rebellion resonate with the user's enjoyment of quirky and humorous narratives like "Austin Powers: International Man of Mystery." Rank 2: Movie 951 - Reason: The fast-paced dialogue and romantic tension in this classic comedy align with the user's appreciation for witty and engaging storytelling, similar to "Pulp Fiction." Rank 3: Movie 1535 - Reason: The exploration of friendship and emotional depth in this drama connects with the user's interest in character-driven stories, as seen in "High Art." Rank 4: Movie 32 - Reason: This film's intricate plot involving time travel and mystery appeals to the user's taste for complex narratives, akin to "The Matrix." Rank 5: Movie 2615 - Reason: The blend of comedy and science fiction in this family-friendly film aligns with the user's preference for light-hearted yet imaginative stories, similar to "Austin Powers." Rank 6: Movie 3549 - Reason: The romantic and comedic elements in this musical film resonate with the user's enjoyment of character relationships, reflecting themes found in "The Big Lebowski." Rank 7: Movie 687 - Reason: The dramatic adaptation of Chekhov's work may not align closely with the user's preference for more contemporary narratives, as seen in their history. Rank 8: Movie 1715 - Reason: The horror-comedy mix in this film might not appeal to the user, given their preference for more straightforward comedies or dramas. Rank 9: Movie 509 - Reason: The slow-paced and introspective nature of this drama may not resonate with the user's preference for more dynamic and engaging films. Rank 10: Movie 2149 - Reason: This fantasy-horror-comedy may not align with the user's interest in grounded narratives, as their history leans towards more realistic or character-driven stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.) There are 10 Candidates for recommendation: Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Movie 520:Robin Hood: Men in Tights (Genres: Comedy; Language: en; Overview: Robin Hood returns, fights King John and Sheriff of Rottingham.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 2796:Funny Farm (Genres: Comedy; Language: en; Overview: Chevy Chase's character faces comedic disasters in a quirky town.), Movie 84:Last Summer in the Hamptons (Genres: ; Language: en; Overview: Theatrical family confronts secrets during summer retreat's last weekend.), Movie 2898:The Dark Half (Genres: Mystery, Horror; Language: en; Overview: Thad's pseudonym George Stark becomes a murderous alter ego.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: This film explores deep friendships and personal struggles, resonating with the user's appreciation for character-driven narratives as seen in "Paris is Burning" and "Romy and Michele's High School Reunion." Rank 2: Movie 1175 - Reason: The surreal black comedy and unique storytelling align with the user's interest in unconventional narratives, similar to the creativity found in "Crumb" and "Austin Powers: International Man of Mystery." Rank 3: Movie 1250 - Reason: This historical drama's themes of conflict and resilience parallel the user's interest in intense, thought-provoking stories like "The Hunt for Red October" and "Four Days in September." Rank 4: Movie 509 - Reason: The exploration of love and conflict in a dramatic setting aligns with the user's affinity for romantic dramas, as seen in "Orlando" and "Edward Scissorhands." Rank 5: Movie 714 - Reason: The blend of fantasy and a spiritual journey resonates with the user's appreciation for unique storytelling and character development, similar to "Edward Scissorhands." Rank 6: Movie 2796 - Reason: The comedic misadventures in a quirky setting may appeal to the user's enjoyment of light-hearted comedies like "Romy and Michele's High School Reunion" and "Austin Powers: International Man of Mystery." Rank 7: Movie 1633 - Reason: The family drama and themes of protection resonate with the user's interest in character-driven stories, akin to "Paris is Burning" and "The Piano." Rank 8: Movie 2898 - Reason: The mystery and horror elements might not align with the user's predominant interests in comedy and drama, as seen in their history of preferred films. Rank 9: Movie 84 - Reason: The theatrical family drama may not strongly resonate with the user, as they seem to prefer more vibrant and engaging narratives, unlike the slower pace of this film. Rank 10: Movie 520 - Reason: The comedic take on a classic tale may not appeal as much to the user, who seems to favor more character-focused and dramatic narratives rather than parody.

Rank 1: Movie 84 - Reason: This film explores family dynamics and secrets, resonating with the user's interest in character-driven narratives as seen in their documentary preferences. Rank 2: Movie 1250 - Reason: The historical and dramatic elements of this war film align with the user's appreciation for intense, thought-provoking stories like "Crumb" and "Paris is Burning." Rank 3: Movie 1175 - Reason: The surreal and dark comedic aspects of this film match the user's taste for unique storytelling found in "Romy and Michele's High School Reunion." Rank 4: Movie 2898 - Reason: This mystery and horror blend reflects the user's interest in complex narratives, similar to the psychological depth seen in "The Hunt for Red October." Rank 5: Movie 520 - Reason: The comedic take on a classic tale aligns with the user's enjoyment of light-hearted films like "Austin Powers: International Man of Mystery." Rank 6: Movie 509 - Reason: This romantic drama's exploration of love and conflict resonates with the user's affinity for emotional storytelling as seen in "Orlando." Rank 7: Movie 1535 - Reason: The themes of friendship and summer gatherings connect with the user's enjoyment of character-focused narratives in "Romy and Michele's High School Reunion." Rank 8: Movie 714 - Reason: The blend of drama and fantasy in this Western offers a unique narrative style that may not align closely with the user's documented preferences. Rank 9: Movie 2796 - Reason: The comedic disasters faced by the protagonist may not resonate as strongly with the user's interest in more profound and meaningful stories. Rank 10: Movie 1633 - Reason: This drama's focus on familial struggles may not appeal to the user, who seems to prefer more vibrant and dynamic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.), Movie 1227:Once Upon a Time in America (Genres: Drama, Crime; Language: en; Overview: Jewish gangster returns to confront past regrets in Manhattan.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1426:Zeus & Roxanne (Genres: Action, Adventure, Comedy, Family, Romance; Language: en; Overview: Marine biologist Mary Beth befriends dog Zeus and loves owner Terry.), Movie 3644:Dark Command (Genres: Drama, Romance, Western; Language: en; Overview: Texan Seton confronts ambition and conflict in pre-Civil War Kansas.), Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.), Movie 3322:3 Strikes (Genres: Action, Comedy, Romance; Language: en; Overview: Brian Hooks escapes after friend shoots police; seeks redemption.), Movie 1666:Hugo Pool (Genres: Comedy, Romance; Language: en; Overview: Hugo Pool: a pool cleaner's quirky love story amid illness.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning with the user's interest in complex narratives as seen in "Fight Club" and "Boys Don't Cry." Rank 2: Movie 509 - Reason: The romantic and dramatic themes resonate with the user's appreciation for deep emotional stories, similar to "High Art" and "Orlando." Rank 3: Movie 32 - Reason: The science fiction and thriller aspects appeal to the user's taste for thought-provoking narratives, akin to "Fight Club" and "Waiting for Guffman." Rank 4: Movie 3644 - Reason: The blend of drama and romance reflects the user's interest in character-driven stories, similar to "Cold Comfort Farm" and "High Art." Rank 5: Movie 1666 - Reason: The quirky romantic comedy aligns with the user's enjoyment of light-hearted narratives, reminiscent of "Bowfinger" and "A Bug's Life." Rank 6: Movie 1426 - Reason: The family-friendly adventure and romance elements cater to the user's appreciation for feel-good stories, similar to "A Bug's Life." Rank 7: Movie 3322 - Reason: The action-comedy blend with themes of redemption aligns with the user's interest in character arcs, similar to "Fight Club." Rank 8: Movie 1227 - Reason: The drama and crime elements may not resonate as strongly with the user, given their preference for lighter narratives like "Orlando." Rank 9: Movie 58 - Reason: The comedic and romantic themes may not align with the user's preference for more dramatic and complex stories, as seen in "Boys Don't Cry." Rank 10: Movie 1680 - Reason: The parallel storylines and romantic elements might be less appealing to the user, who seems to favor more intense and thought-provoking narratives.

Rank 1: Movie 1426 - Reason: This movie blends action, adventure, and romance, appealing to the user's appreciation for character-driven narratives and emotional connections, similar to "Orlando" and "High Art." Rank 2: Movie 1680 - Reason: The parallel storytelling and exploration of love and choices resonate with the user's interest in romance and complex narratives, as seen in "Waiting for Guffman" and "Boys Don't Cry." Rank 3: Movie 32 - Reason: This film's time travel and mystery elements align with the user's taste for thought-provoking and intense stories, reminiscent of "Fight Club" and "Fast, Cheap & Out of Control." Rank 4: Movie 3644 - Reason: The dramatic and romantic themes in a historical setting connect with the user's enjoyment of deep emotional narratives, similar to "The Piano" and "High Art." Rank 5: Movie 3322 - Reason: This movie's mix of action, comedy, and romance mirrors the user's preference for light-hearted yet engaging stories, akin to "Bowfinger" and "A Bug's Life." Rank 6: Movie 509 - Reason: The exploration of love and conflict through a unique lens appeals to the user's appreciation for romantic dramas, similar to "Orlando" and "High Art." Rank 7: Movie 1227 - Reason: The themes of regret and redemption in a crime drama resonate with the user's interest in complex character arcs, akin to "Boys Don't Cry" and "Fight Club." Rank 8: Movie 908 - Reason: While a classic thriller, its mystery elements may not strongly align with the user's preference for character-driven narratives, making it less appealing than others. Rank 9: Movie 58 - Reason: The comedic and romantic elements may not fully capture the user's interest, as they tend to favor more dramatic and thought-provoking stories. Rank 10: Movie 1666 - Reason: The quirky love story may not resonate as much with the user's taste for deeper, more serious narratives found in their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 478:Jimmy Hollywood (Genres: Comedy; Language: en; Overview: Jimmy becomes a vigilante, while his girlfriend grows frustrated.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 44:Mortal Kombat (Genres: Action, Fantasy; Language: en; Overview: Three warriors must defeat an evil sorcerer to save Earth.), Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.), Movie 1939:The Best Years of Our Lives (Genres: Drama, History, Romance; Language: en; Overview: Three WWII veterans face challenges returning home after war.), Movie 3522:Sacco & Vanzetti (Genres: Crime, Drama, History; Language: en; Overview: Two anarchists wrongfully tried for murder due to political beliefs.), Movie 2803:The Pelican Brief (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Assassinated justices, lone student discovers truth; journalist seeks story, danger.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1250 - Reason: This film's exploration of moral dilemmas and leadership under pressure resonates with the user's appreciation for complex narratives, similar to "Glengarry Glen Ross." Rank 2: Movie 908 - Reason: The suspenseful plot and mistaken identity theme align with the user's enjoyment of thrillers and mysteries, as seen in "The Nightmare Before Christmas." Rank 3: Movie 1635 - Reason: The family dynamics and emotional chaos during Thanksgiving reflect the user's interest in character-driven dramas like "Living in Oblivion." Rank 4: Movie 1939 - Reason: The historical context and emotional struggles of veterans returning home connect with the user's appreciation for deep, dramatic storytelling, akin to "Howards End." Rank 5: Movie 478 - Reason: The comedic elements and the theme of a vigilante hero may appeal to the user's taste for quirky comedies, as seen in "Austin Powers: International Man of Mystery." Rank 6: Movie 44 - Reason: The action-packed narrative and fantastical elements might not align closely with the user's preference for more character-focused stories. Rank 7: Movie 2803 - Reason: The investigative thriller aspect and legal drama may not resonate as strongly with the user's preferred genres of comedy and indie films. Rank 8: Movie 3703 - Reason: The post-apocalyptic setting and action-oriented plot may be less appealing to the user, who prefers character-driven narratives over pure action. Rank 9: Movie 3522 - Reason: The historical drama about political injustice may not align with the user's preference for lighter, comedic films like "Bowfinger." Rank 10: Movie 3635 - Reason: The spy adventure genre may not match the user's inclination towards more comedic and dramatic narratives, making it less appealing.

Rank 1: Movie 1635 - Reason: The film's exploration of family dynamics and chaos during a holiday resonates with the user's appreciation for character-driven dramas like "Living in Oblivion." Rank 2: Movie 3522 - Reason: This movie's historical context and themes of injustice align with the user's interest in thought-provoking narratives, similar to "Glengarry Glen Ross." Rank 3: Movie 1939 - Reason: The post-war challenges faced by veterans provide a deep emotional narrative that complements the user's taste for dramatic storytelling, akin to "Howards End." Rank 4: Movie 478 - Reason: The comedic elements and the theme of a character's transformation into a vigilante echo the user's enjoyment of quirky comedies like "Austin Powers." Rank 5: Movie 1250 - Reason: The historical war backdrop and moral dilemmas present in this film connect with the user's appreciation for complex narratives seen in "The Ice Storm." Rank 6: Movie 3635 - Reason: The action and adventure elements, along with a spy narrative, resonate with the user's interest in thrilling stories, similar to "The Nightmare Before Christmas." Rank 7: Movie 3703 - Reason: The post-apocalyptic setting and intense action reflect the user's enjoyment of high-stakes narratives, reminiscent of "Mad Max 2." Rank 8: Movie 908 - Reason: The mystery and thriller aspects, combined with a chase narrative, align with the user's preference for suspenseful plots, as seen in "Glengarry Glen Ross." Rank 9: Movie 2803 - Reason: The legal drama and thriller elements may not resonate as much with the user’s preference for more lighthearted or comedic narratives. Rank 10: Movie 44 - Reason: The fantasy action premise may not align with the user's interest in character-driven stories or deeper thematic explorations.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3388:Harry and the Hendersons (Genres: Comedy, Family, Fantasy; Language: en; Overview: Hendersons find a "bigfoot," mistaken for dead; he's friendly.), Movie 735:Cemetery Man (Genres: Fantasy, Drama, Horror, Comedy; Language: it; Overview: Cemetery man and assistant must stop resurrected corpses; chaos ensues.), Movie 2405:The Jewel of the Nile (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Joan Wilder faces danger, intrigue, and love with Jack's help.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 3854:Aimee & Jaguar (Genres: Drama, History, Romance; Language: de; Overview: Jewish woman and mother find love amid war's dangers.), Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 3697:Predator 2 (Genres: Science Fiction, Action, Thriller; Language: en; Overview: Mercenaries confront returning alien in Los Angeles; chaos ensues.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 509 - Reason: The romantic and dramatic themes resonate with the user's interest in character-driven narratives, particularly those involving deep emotional connections. Rank 3: Movie 1535 - Reason: The focus on friendship and personal growth in a dramatic context matches the user's appreciation for character dynamics, similar to "The Remains of the Day." Rank 4: Movie 1635 - Reason: The chaotic family dynamics during a holiday resonate with the user's enjoyment of character-driven dramas, akin to "Waiting for Guffman." Rank 5: Movie 3854 - Reason: The historical romance set against a backdrop of conflict aligns with the user's interest in poignant love stories, similar to "Boys Don't Cry." Rank 6: Movie 3388 - Reason: The comedic and family-friendly elements might appeal to the user's lighter tastes, reflecting the humor found in "The Big Lebowski." Rank 7: Movie 2405 - Reason: This action-adventure film with romantic undertones aligns with the user's interest in engaging stories that blend genres, similar to "The Hunt for Red October." Rank 8: Movie 3911 - Reason: The mockumentary style and comedic competition may not resonate as strongly with the user, who prefers more narrative-driven films. Rank 9: Movie 3697 - Reason: The science fiction and action elements might not align well with the user's preference for character-driven stories, as seen in their history. Rank 10: Movie 735 - Reason: The blend of horror and fantasy may not appeal to the user, who seems to favor more grounded narratives and character exploration.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1535 - Reason: The interpersonal dynamics and emotional depth resonate with the user's interest in character-driven narratives, similar to "The Remains of the Day." Rank 3: Movie 3854 - Reason: The historical romance aspect mirrors the user's appreciation for deep emotional connections in challenging circumstances, as seen in "Boys Don't Cry." Rank 4: Movie 3911 - Reason: This comedy showcases quirky characters and absurd situations, appealing to the user's enjoyment of humor found in "Waiting for Guffman." Rank 5: Movie 735 - Reason: The blend of fantasy and dark comedy may not align with the user's typical preferences for more straightforward narratives. Rank 6: Movie 509 - Reason: The themes of love and conflict in an artistic setting resonate with the user's interest in dramatic storytelling, akin to "The Piano." Rank 7: Movie 3388 - Reason: The family-friendly comedy and fantastical elements may not match the user's usual taste for more serious or dramatic themes. Rank 8: Movie 1635 - Reason: The exploration of family dynamics and chaos during a holiday aligns with the user's appreciation for character-driven dramas, similar to "The Ice Storm." Rank 9: Movie 3697 - Reason: The action and science fiction elements may not resonate with the user's preference for character-focused narratives, as seen in their history. Rank 10: Movie 2405 - Reason: The adventure-comedy blend may not align with the user's interest in more serious or dramatic storytelling found in their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 136:From the Journals of Jean Seberg (Genres: Documentary; Language: en; Overview: Creative biopic explores Jean Seberg's life, cinema, and culture.), Movie 3716:Fatal Beauty (Genres: Adventure, Action, Comedy, Thriller; Language: en; Overview: Narcotics cop Rita Rizzoli pursues hijacked pure drugs, facing danger.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 144:The Brothers McMullen (Genres: Comedy, Drama, Romance; Language: en; Overview: Three Irish brothers explore love, values, and family in 1990s.), Movie 775:Spirits of the Dead (Genres: Drama, Mystery, Horror; Language: fr; Overview: Three directors adapt Poe stories: fame, love, and duality explored.), Movie 3860:The Opportunists (Genres: Comedy, Crime, Drama, Romance; Language: en; Overview: Mechanic teams with cousin for heist to solve financial troubles.), Movie 3368:The Big Country (Genres: Drama, Western, Romance; Language: en; Overview: Retired Captain McKay faces conflict over land and marriage.), Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 714 - Reason: This film's blend of drama and fantasy, along with its exploration of existential themes, aligns with the user's appreciation for thought-provoking narratives like "The Usual Suspects" and "Fight Club." Rank 2: Movie 509 - Reason: The romantic and dramatic elements resonate with the user's interest in deep emotional stories, similar to "The Remains of the Day." Rank 3: Movie 1175 - Reason: The surreal black comedy and unique storytelling match the user's taste for offbeat narratives, as seen in "Welcome to the Dollhouse." Rank 4: Movie 136 - Reason: This documentary's creative approach to a cinematic icon aligns with the user's interest in character-driven stories, akin to "The Usual Suspects." Rank 5: Movie 775 - Reason: The exploration of dark themes through a mystery lens resonates with the user's preference for complex narratives, similar to "Fight Club." Rank 6: Movie 778 - Reason: The gritty drama and themes of addiction reflect the user's interest in intense character studies, as seen in "The Matrix." Rank 7: Movie 144 - Reason: This film's focus on family dynamics and romance connects with the user's appreciation for heartfelt stories like "The Remains of the Day." Rank 8: Movie 3716 - Reason: The action-comedy blend may not resonate as strongly with the user's preference for more serious themes, as seen in their higher-ranked choices. Rank 9: Movie 3860 - Reason: The heist and crime elements might feel less engaging compared to the user's preference for deeper emotional narratives. Rank 10: Movie 3368 - Reason: The traditional Western themes may not align with the user's more contemporary and complex storytelling preferences.

Rank 1: Movie 3860 - Reason: This film blends comedy and crime with a romantic subplot, appealing to the user's appreciation for character-driven stories and humor, similar to "The Usual Suspects" and "Rushmore." Rank 2: Movie 136 - Reason: The documentary format and exploration of a cinematic icon align with the user's interest in character depth and storytelling, as seen in "The Remains of the Day." Rank 3: Movie 1175 - Reason: The surreal black comedy and dark themes resonate with the user's taste for unique narratives, akin to "Fight Club" and "Welcome to the Dollhouse." Rank 4: Movie 144 - Reason: A focus on family dynamics and romantic relationships mirrors the user's interest in character exploration, reminiscent of "The Remains of the Day" and "The Brothers McMullen." Rank 5: Movie 778 - Reason: The gritty portrayal of addiction and societal issues reflects the user's preference for intense dramas like "Fight Club" and "The Usual Suspects." Rank 6: Movie 3716 - Reason: The mix of action and comedy in a crime context aligns with the user's enjoyment of thrillers and humor, similar to "El Mariachi" and "Bowfinger." Rank 7: Movie 775 - Reason: The blend of drama and horror with a literary twist appeals to the user's interest in complex narratives, akin to "The Usual Suspects" and "Fight Club." Rank 8: Movie 714 - Reason: The film's existential themes and unique storytelling may not resonate as strongly with the user, given their preference for more conventional narratives. Rank 9: Movie 509 - Reason: The romantic and dramatic elements may not align perfectly with the user's preference for more complex and thrilling narratives, as seen in "Fight Club" and "The Matrix." Rank 10: Movie 3368 - Reason: The slower pace and focus on Western themes may not appeal to the user, who seems to prefer faster-paced and more intense stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.), Movie 56:Kids of the Round Table (Genres: ; Language: en; Overview: Alex discovers Excalibur and must prove his worthiness.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 159:Clockers (Genres: Mystery, Crime, Drama; Language: en; Overview: Young drug pusher implicated in murder; detective seeks the truth.), Movie 956:Penny Serenade (Genres: Drama, Romance; Language: en; Overview: Couple reflects on love, quarrels, and memories through music.), Movie 2092:The Return of Jafar (Genres: Family, Adventure, Animation, Romance; Language: en; Overview: Jafar escapes; Aladdin, Jasmine, and Genie must save the kingdom.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: This film explores complex family dynamics and emotional turmoil, resonating with the user's appreciation for character-driven narratives as seen in "All About My Mother." Rank 2: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in "The Matrix." Rank 3: Movie 509 - Reason: The romantic and dramatic elements in this film connect with the user's interest in emotional storytelling, similar to "Boys Don't Cry." Rank 4: Movie 1715 - Reason: The blend of comedy and horror in a unique narrative aligns with the user's taste for unconventional storytelling, as seen in "Bob Roberts." Rank 5: Movie 2092 - Reason: This family-friendly adventure shares a whimsical and fantastical tone that echoes the user's enjoyment of fantasy elements in "The City of Lost Children." Rank 6: Movie 159 - Reason: The gritty crime drama and investigation themes resonate with the user's interest in intense narratives like "Pulp Fiction" and "Reservoir Dogs." Rank 7: Movie 56 - Reason: The coming-of-age theme and adventure align with the user's preference for youthful exploration, reminiscent of the lightheartedness in "Austin Powers." Rank 8: Movie 3793 - Reason: The superhero action and adventure elements may appeal to the user, but it lacks the deeper narrative complexity found in their preferred films. Rank 9: Movie 3044 - Reason: The thriller aspect may not fully resonate with the user's preference for character-driven stories, as seen in their love for more dramatic narratives. Rank 10: Movie 956 - Reason: While it features romance and drama, the historical context and slower pacing may not align with the user's preference for more dynamic and engaging storytelling.

Rank 1: Movie 2092 - Reason: This family-friendly adventure combines elements of fantasy and romance, appealing to the user's appreciation for imaginative storytelling as seen in "The City of Lost Children." Rank 2: Movie 956 - Reason: The emotional depth and exploration of love and memories resonate with the user's interest in character-driven narratives, similar to "All About My Mother." Rank 3: Movie 159 - Reason: This crime drama's focus on moral ambiguity and the search for truth aligns with the user's taste for complex narratives, as seen in "Boys Don't Cry" and "Reservoir Dogs." Rank 4: Movie 509 - Reason: The themes of love and conflict in a dramatic setting match the user's appreciation for emotional storytelling, akin to "Bob Roberts" and "The Piano." Rank 5: Movie 56 - Reason: The adventurous spirit of discovering Excalibur appeals to the user's interest in fantasy and adventure elements, reminiscent of "The City of Lost Children." Rank 6: Movie 3793 - Reason: This action-packed superhero film incorporates science fiction elements, aligning with the user's enjoyment of "The Matrix" and other sci-fi adventures. Rank 7: Movie 3044 - Reason: The thriller aspect and the mystery surrounding a murder investigation resonate with the user's preference for suspenseful narratives, similar to "Pulp Fiction." Rank 8: Movie 1715 - Reason: The dark humor and horror elements may not align with the user's typical preferences for more serious narratives, as seen in their history. Rank 9: Movie 32 - Reason: The time travel and dystopian themes might be intriguing, but the user may prefer more character-driven stories, as reflected in their movie choices. Rank 10: Movie 1635 - Reason: The focus on family drama during a holiday may not resonate as strongly with the user's interest in more dynamic and adventurous narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.) There are 10 Candidates for recommendation: Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 3:Grumpier Old Men (Genres: Romance, Comedy; Language: en; Overview: Wedding feud reignites between neighbors; divorcée stirs romantic tensions.), Movie 313:The Swan Princess (Genres: Animation; Language: en; Overview: Princess Odette becomes a swan; love's vow breaks the spell.), Movie 3420:...And Justice for All (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Lawyer faces moral dilemma defending despised judge in rape trial.), Movie 1651:Telling Lies In America (Genres: Music, Drama; Language: de; Overview: Karchy learns self-acceptance after lying to impress Billy Magic.), Movie 2414:Young Sherlock Holmes (Genres: Action, Adventure, Crime, Drama, Family, Mystery, Thriller; Language: en; Overview: Young Holmes and Watson thwart an Egyptian cult's murder plot.), Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.), Movie 3410:Soft Fruit (Genres: ; Language: en; Overview: Siblings unite to fulfill dying mother's last wishes and dreams.), Movie 1543:The Designated Mourner (Genres: ; Language: en; Overview: Jack and Judy navigate life under a repressive regime together.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2414 - Reason: The young detective theme and adventurous plot resonate with the user's interest in crime and mystery narratives, similar to "The Usual Suspects." Rank 3: Movie 3098 - Reason: The story of personal redemption and the magical ability to revive a failing team connects with the user's appreciation for character-driven dramas. Rank 4: Movie 313 - Reason: This animated film features themes of love and transformation, appealing to the user's interest in romantic narratives, as seen in "Cold Comfort Farm." Rank 5: Movie 3410 - Reason: The focus on family dynamics and fulfilling a loved one's wishes aligns with the user's interest in heartfelt dramas like "Gods and Monsters." Rank 6: Movie 3420 - Reason: The moral dilemmas faced by the lawyer echo the intense, thought-provoking narratives found in the user's preferred crime dramas. Rank 7: Movie 1543 - Reason: The exploration of life under a repressive regime may not resonate strongly with the user, as it lacks the lighter comedic elements they enjoy. Rank 8: Movie 2836 - Reason: The romantic and comedic elements set in a school environment connect with the user's enjoyment of high school dynamics seen in "Romy and Michele's High School Reunion." Rank 9: Movie 3 - Reason: The sequel's reliance on nostalgia and comedic feuds may not appeal to the user as much, given their preference for more serious or complex narratives. Rank 10: Movie 1651 - Reason: The focus on self-acceptance through music might not align with the user's interests, as they seem to prefer more dramatic or narrative-driven films.

Rank 1: Movie 3 - Reason: The comedic and romantic elements in this film resonate with the user's enjoyment of character-driven stories, similar to "Romy and Michele's High School Reunion." Rank 2: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, akin to "The Usual Suspects." Rank 3: Movie 3098 - Reason: The story of personal redemption and magical abilities aligns with the user's appreciation for character arcs and drama, as seen in "Gods and Monsters." Rank 4: Movie 3420 - Reason: The moral dilemmas and crime elements reflect the user's taste for complex narratives found in films like "Reservoir Dogs." Rank 5: Movie 1651 - Reason: This film's exploration of self-acceptance through music and drama connects with the user's interest in character development, similar to "High Art." Rank 6: Movie 2414 - Reason: The adventure and mystery surrounding young Sherlock Holmes appeal to the user's enjoyment of crime and thriller elements, as seen in "The Usual Suspects." Rank 7: Movie 2836 - Reason: The coming-of-age romance in a school setting mirrors the user's enjoyment of youthful relationships, akin to "Welcome to the Dollhouse." Rank 8: Movie 3410 - Reason: While it explores family dynamics, the lack of strong genre elements may not align with the user's preference for more engaging narratives. Rank 9: Movie 313 - Reason: The animated format may not resonate with the user's preference for live-action dramas and thrillers, which are more prominent in their history. Rank 10: Movie 1543 - Reason: The film's abstract themes and lack of a clear genre may not appeal to the user's preference for structured narratives found in their watched films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 1841:The Gingerbread Man (Genres: Thriller; Language: en; Overview: Lawyer defends woman; threats escalate after her father's escape.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 1534:Le Bonheur (Genres: Drama, Romance; Language: fr; Overview: François, a carpenter, has a happy life until meeting Emilie.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 3623:Mission: Impossible II (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt races to stop a biological weapon threat.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 464:Hard Target (Genres: Action, Adventure, Crime, Thriller; Language: en; Overview: Woman searches for missing father, discovers wealthy hunter's crime.), Movie 1662:Gang Related (Genres: Action, Drama; Language: en; Overview: Corrupt cops profit from drugs, but kill undercover agent, face consequences.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1250 - Reason: The historical drama and themes of resistance resonate with the user's interest in intense narratives that explore moral dilemmas. Rank 3: Movie 1715 - Reason: The blend of comedy and horror in a unique setting appeals to the user's taste for unconventional storytelling, as seen in their varied movie choices. Rank 4: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives. Rank 5: Movie 3623 - Reason: The action and adventure elements with a high-stakes plot align with the user's enjoyment of thrilling escapades in their watched films. Rank 6: Movie 480 - Reason: The mix of science fiction and adventure, along with themes of chaos, mirrors the user's appreciation for imaginative and intense storylines. Rank 7: Movie 464 - Reason: The action and crime elements, combined with a personal quest, may not strongly resonate with the user's preference for deeper narratives. Rank 8: Movie 1534 - Reason: The romantic drama presents a more straightforward narrative, which might not align with the user's preference for complex plots. Rank 9: Movie 1662 - Reason: The focus on corruption and crime may not appeal as much to the user, who seems to prefer more nuanced and character-driven stories. Rank 10: Movie 1841 - Reason: The thriller aspect may not align with the user's interest in more character-focused narratives, making it less appealing overall.

Rank 1: Movie 480 - Reason: This movie combines science fiction and adventure elements, aligning strongly with the user's preference for imaginative and thrilling narratives as seen in "The City of Lost Children." Rank 2: Movie 464 - Reason: The action and crime elements resonate with the user's interest in intense and dramatic stories, similar to "Reservoir Dogs" and "Glengarry Glen Ross." Rank 3: Movie 1715 - Reason: The blend of comedy and horror in this film reflects the user's appreciation for dark humor, akin to the satirical elements in "Citizen Ruth." Rank 4: Movie 1662 - Reason: This film's focus on corruption and moral dilemmas parallels the user's interest in crime dramas like "Reservoir Dogs" and "Glengarry Glen Ross." Rank 5: Movie 908 - Reason: The mystery and thriller aspects of this classic align with the user's taste for suspenseful narratives, much like "Reservoir Dogs." Rank 6: Movie 1841 - Reason: The escalating threats and psychological tension in this thriller connect with the user's preference for intense storytelling, similar to "Reservoir Dogs." Rank 7: Movie 1534 - Reason: This romantic drama's exploration of relationships reflects the user's interest in emotional depth, akin to "All About My Mother." Rank 8: Movie 1250 - Reason: The historical and dramatic elements of this war film may not align closely with the user's primary interests in more contemporary narratives. Rank 9: Movie 1921 - Reason: The mathematical and psychological themes may be too abstract compared to the user's preference for more grounded and character-driven stories. Rank 10: Movie 3623 - Reason: The action-centric focus of this film might not resonate as strongly with the user's appreciation for character-driven narratives seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.), Movie 2783:The Tomb of Ligeia (Genres: Horror, Drama; Language: en; Overview: Man haunted by deceased wife's spirit affects his second marriage.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 792:A Hungarian Fairy Tale (Genres: ; Language: en; Overview: Orphan Andris searches for nonexistent father; clerk rebels against bureaucracy.), Movie 663:Kids in the Hall: Brain Candy (Genres: Comedy; Language: en; Overview: Pill enhances happy memories but causes unfortunate side effects.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3120:The Distinguished Gentleman (Genres: Comedy; Language: en; Overview: Con man exploits Congressman’s death to enter Congress, then fights back.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 2909:Five Wives, Three Secretaries and Me (Genres: Documentary; Language: en; Overview: Daughter explores father's life, revealing truths beyond myth and wealth.), Movie 2830:Cabaret Balkan (Genres: Drama; Language: sr; Overview: Mid-nineties Belgrade: interconnected stories explore brutality, violence, accountability.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: This film explores deep friendships and emotional connections, resonating with the user's appreciation for character-driven narratives, as seen in movies like "High Art" and "All About My Mother." Rank 2: Movie 1250 - Reason: The historical and dramatic elements of this film align with the user's interest in complex stories, similar to "Kundun" and "Howards End." Rank 3: Movie 509 - Reason: The romantic and dramatic themes in this film reflect the user's enjoyment of love stories intertwined with personal struggles, akin to "High Art." Rank 4: Movie 792 - Reason: The whimsical and adventurous spirit of this movie connects with the user's taste for fantasy and unique storytelling, reminiscent of "The City of Lost Children." Rank 5: Movie 2501 - Reason: The inspirational theme of pursuing dreams against the odds aligns with the user's interest in uplifting narratives, similar to "Rushmore." Rank 6: Movie 2783 - Reason: The horror and psychological elements in this film might appeal to the user's taste for darker themes, though it may be less favored compared to their preferred genres. Rank 7: Movie 2830 - Reason: The interconnected stories exploring societal issues resonate with the user's appreciation for thought-provoking dramas, akin to "Bullets Over Broadway." Rank 8: Movie 2909 - Reason: The documentary format may not align with the user's preference for narrative-driven films, making it less appealing compared to their favorites. Rank 9: Movie 3120 - Reason: The comedic elements in this film may not resonate as strongly with the user's interest in more serious dramas, as seen in "Kundun" and "Howards End." Rank 10: Movie 663 - Reason: The surreal and absurd humor might not align with the user's taste for more grounded narratives, making it less appealing compared to their preferred films.

Rank 1: Movie 3120 - Reason: This movie's exploration of political manipulation and personal ethics resonates with the user's interest in complex narratives, similar to "Bob Roberts." Rank 2: Movie 792 - Reason: The whimsical and fantastical elements of this film align with the user's appreciation for unique storytelling, as seen in "The City of Lost Children." Rank 3: Movie 509 - Reason: The romantic and dramatic themes in this film connect with the user's interest in deep emotional narratives, akin to "High Art." Rank 4: Movie 1250 - Reason: This historical drama's focus on resilience and moral dilemmas mirrors the user's taste for thought-provoking stories, similar to "Kundun." Rank 5: Movie 2783 - Reason: The haunting exploration of love and loss in this horror drama aligns with the user's appreciation for complex emotional themes, as seen in "All About My Mother." Rank 6: Movie 2830 - Reason: The interconnected stories of brutality and accountability resonate with the user's interest in serious drama, akin to "Howards End." Rank 7: Movie 1535 - Reason: This film's focus on friendship and personal struggles mirrors the user's enjoyment of character-driven narratives, similar to "Rushmore." Rank 8: Movie 2909 - Reason: The documentary's exploration of personal truths aligns with the user's interest in character studies, although it may lack the dramatic flair they prefer. Rank 9: Movie 2501 - Reason: While this film has inspirational elements, it may not fully engage the user’s preference for more complex and darker themes present in their favorite movies. Rank 10: Movie 663 - Reason: The absurdist comedy style may not resonate with the user's taste for more grounded and emotionally rich narratives seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.) Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.) Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 3299:Hanging Up (Genres: Comedy, Drama; Language: en; Overview: Three sisters navigate complex feelings about their father's impending death.), Movie 2157:The Chambermaid on the Titanic (Genres: Drama; Language: en; Overview: Horty wins Titanic contest, meets Marie, shares room, suspects infidelity.), Movie 1487:Selena (Genres: Drama; Language: en; Overview: Selena rises to fame but faces tragic obstacles and challenges.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 606:Candyman: Farewell to the Flesh (Genres: Horror; Language: en; Overview: Candyman returns to New Orleans, targeting a teacher with ties.), Movie 1910:I Went Down (Genres: Action, Comedy, Crime; Language: en; Overview: Git faces moral dilemmas while rescuing friends from danger.), Movie 3894:Alone (Genres: Drama, Foreign; Language: es; Overview: Maria seeks independence, facing challenges while forming new connections.), Movie 3624:Shanghai Noon (Genres: Adventure, Action, Comedy, Western; Language: en; Overview: Clumsy guard teams with outlaw to rescue kidnapped Princess Pei Pei.), Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: The film's exploration of love and conflict, combined with its dramatic elements, aligns with the user's appreciation for deep emotional narratives as seen in "Orlando" and "Boys Don't Cry." Rank 2: Movie 1250 - Reason: This historical drama about resilience and leadership during war resonates with the user's interest in complex character dynamics, similar to "Glengarry Glen Ross" and "The Hunt for Red October." Rank 3: Movie 3894 - Reason: The focus on personal independence and forming connections mirrors themes found in the user's favored films, particularly in "Boys Don't Cry." Rank 4: Movie 1910 - Reason: The mix of action and moral dilemmas reflects the user's taste for crime and character-driven stories, akin to "Reservoir Dogs" and "Jackie Brown." Rank 5: Movie 606 - Reason: The horror elements and psychological tension may appeal to the user, as they enjoy thrillers like "Pulp Fiction" and "Reservoir Dogs." Rank 6: Movie 3624 - Reason: The blend of adventure and comedy in a Western setting provides a light-hearted contrast to the user's more serious dramas, offering a fun escape similar to "Crocodile Dundee." Rank 7: Movie 1487 - Reason: The tragic rise to fame and personal struggles resonate with the user's interest in character-driven dramas, similar to "Boys Don't Cry." Rank 8: Movie 2157 - Reason: The film's exploration of relationships and emotional complexity may not align as closely with the user's preferences for more dynamic narratives. Rank 9: Movie 3299 - Reason: The focus on familial relationships during a serious time may not engage the user as much, given their preference for more action-oriented or dramatic plots. Rank 10: Movie 2470 - Reason: While comedic, the film's light-hearted adventure may not resonate with the user's deeper interest in dramatic storytelling and complex characters.

Rank 1: Movie 3299 - Reason: The exploration of familial relationships and emotional complexities resonates with the user's appreciation for character-driven narratives, as seen in films like "Living in Oblivion." Rank 2: Movie 3894 - Reason: This film's focus on personal growth and independence aligns with the user's interest in character development and emotional journeys, similar to "Boys Don't Cry." Rank 3: Movie 2470 - Reason: The humorous cultural clash and adventure elements mirror the light-hearted yet insightful storytelling found in "Pulp Fiction" and "Bullets Over Broadway." Rank 4: Movie 606 - Reason: The horror elements may not align with the user's preference for drama and comedy, as they have shown a stronger inclination towards lighter, character-focused films. Rank 5: Movie 2157 - Reason: The dramatic narrative and themes of love and suspicion connect with the user's interest in complex emotional stories, akin to "Orlando." Rank 6: Movie 1910 - Reason: The blend of action and moral dilemmas reflects the user's taste for thrilling narratives, similar to "Reservoir Dogs" and "Jackie Brown." Rank 7: Movie 509 - Reason: The romantic and dramatic elements resonate with the user's appreciation for deep emotional stories, as seen in "The Piano." Rank 8: Movie 1487 - Reason: The rise to fame and the challenges faced by the protagonist align with the user's interest in character-driven dramas, similar to "Boys Don't Cry." Rank 9: Movie 3624 - Reason: The comedic adventure may not fully engage the user, who has shown a preference for more serious and dramatic narratives in their history. Rank 10: Movie 1250 - Reason: The historical war drama may not appeal to the user as much, given their stronger inclination towards contemporary stories and character-focused films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.) Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.) Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.) Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) There are 10 Candidates for recommendation: Movie 2875:Sommersby (Genres: Drama, Thriller, Mystery, Romance; Language: en; Overview: Laurel questions her husband's identity after his surprising return.), Movie 3931:The Giant Gila Monster (Genres: Horror, Science Fiction; Language: en; Overview: Texas town attacked by giant gila monster; mechanic must save.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1389:Jaws 3-D (Genres: Thriller, Horror; Language: en; Overview: Marine biologists capture shark; mother wreaks havoc at Sea World.), Movie 1354:Breaking the Waves (Genres: Drama, Romance; Language: da; Overview: In a conservative village, a woman seeks extramarital connection.), Movie 3141:The Two Jakes (Genres: Crime, Drama, Mystery; Language: en; Overview: Jake Gittes investigates infidelity, encountering murder and haunting pasts.), Movie 248:Houseguest (Genres: Comedy, Family; Language: en; Overview: Con man pretends to be family friend to escape mob debt.), Movie 411:Martin Lawrence: You So Crazy (Genres: Comedy; Language: en; Overview: Martin Lawrence's NYC comedy explores racism, relationships, and childhood experiences.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1250 - Reason: This film's exploration of complex moral dilemmas and human resilience in wartime aligns with the user's appreciation for dramatic narratives, as seen in "The Remains of the Day" and "Glengarry Glen Ross." Rank 2: Movie 509 - Reason: The emotional depth and romantic tension in this story resonate with the user's interest in character-driven dramas like "The Remains of the Day" and "Breaking the Waves." Rank 3: Movie 908 - Reason: This classic thriller's intricate plot and suspenseful twists cater to the user's taste for mystery and psychological intensity, similar to "The Silence of the Lambs." Rank 4: Movie 3141 - Reason: The film's blend of crime, drama, and mystery reflects the user's enjoyment of complex narratives, akin to "Glengarry Glen Ross" and "The Silence of the Lambs." Rank 5: Movie 2875 - Reason: The themes of identity and mystery in this drama align with the user's interest in thought-provoking narratives, as seen in "The Remains of the Day." Rank 6: Movie 1354 - Reason: The exploration of love and societal constraints in this film matches the user's appreciation for deep emotional stories, similar to "The Piano." Rank 7: Movie 411 - Reason: While this comedy offers humor and social commentary, it may not resonate as strongly with the user's preference for more serious and dramatic themes. Rank 8: Movie 248 - Reason: This light-hearted comedy may not align with the user's tastes, which lean towards more dramatic and thought-provoking films. Rank 9: Movie 1389 - Reason: The horror elements and less sophisticated narrative might not appeal to the user's preference for intelligent and complex storytelling. Rank 10: Movie 3931 - Reason: The low-budget horror aspect and lack of depth in the plot are likely to be less appealing to the user, who prefers more substantial narratives.

Rank 1: Movie 411 - Reason: This film's exploration of race and relationships through comedy aligns with the user's appreciation for character-driven narratives, as seen in their history. Rank 2: Movie 1354 - Reason: The emotional depth and romantic themes resonate with the user's interest in complex relationships, similar to "The Remains of the Day." Rank 3: Movie 3931 - Reason: The blend of horror and science fiction offers a thrilling experience that matches the user's taste for suspenseful narratives, akin to "The Silence of the Lambs." Rank 4: Movie 248 - Reason: This comedy's family dynamics and con artist plot provide light-hearted entertainment, appealing to the user's enjoyment of character-driven stories like "A Bug's Life." Rank 5: Movie 908 - Reason: The mystery and thriller elements in this classic film align with the user's preference for intricate plots, similar to "Glengarry Glen Ross." Rank 6: Movie 1250 - Reason: The historical drama and themes of conflict and leadership resonate with the user's interest in thought-provoking narratives, as seen in "The Hunt for Red October." Rank 7: Movie 1389 - Reason: This thriller's mix of horror and marine adventure may not align with the user's preference for more character-focused stories, making it less appealing. Rank 8: Movie 509 - Reason: The romantic and dramatic elements in this film might not fully engage the user, as they seem to prefer more complex narratives. Rank 9: Movie 2875 - Reason: The mystery and thriller aspects may not resonate strongly with the user, who seems to favor more character-driven and emotional stories. Rank 10: Movie 3141 - Reason: While it features crime and drama, the narrative may not captivate the user as much due to its less relatable character focus compared to their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.) Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.) Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) There are 10 Candidates for recommendation: Movie 806:American Buffalo (Genres: Drama; Language: en; Overview: Three inner-city misfits plot to steal a valuable coin.), Movie 1041:Secrets & Lies (Genres: Drama; Language: en; Overview: A mother confronts her past when her daughter seeks her.), Movie 3036:Quest for Fire (Genres: Adventure, Drama; Language: xx; Overview: Tribe's quest for fire amidst prehistoric survival challenges and dangers.), Movie 2191:Keep the Aspidistra Flying (Genres: Comedy, Drama, Romance; Language: en; Overview: Gordon quits his job to pursue poetry, faces poverty instead.), Movie 2463:Ruthless People (Genres: Comedy; Language: en; Overview: Couple kidnaps businessman's wife, unaware he's pleased by it.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1972:A Nightmare on Elm Street 5: The Dream Child (Genres: Horror, Thriller; Language: en; Overview: Alice must free Freddy's mother to save her unborn child.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 1906:Mr. Jealousy (Genres: Comedy, Romance; Language: en; Overview: Lester's jealousy over Ramona leads him to confront her ex.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1250 - Reason: This film's exploration of complex human emotions and moral dilemmas resonates with the user's appreciation for deep, dramatic narratives as seen in their history. Rank 2: Movie 1535 - Reason: The intimate gathering of friends and exploration of relationships aligns with the user's interest in character-driven stories, similar to those found in their preferred films. Rank 3: Movie 714 - Reason: The blend of fantasy and existential themes in this Western appeals to the user's taste for unique storytelling, as evidenced by their enjoyment of films like "The City of Lost Children." Rank 4: Movie 1972 - Reason: The horror and psychological elements present in this film may not align with the user's preferences, which lean more towards drama and comedy. Rank 5: Movie 1906 - Reason: The romantic comedy elements and character dynamics fit well with the user's interest in films that explore relationships and personal conflicts. Rank 6: Movie 3036 - Reason: The adventure and survival themes in this prehistoric setting may not resonate strongly with the user's preference for modern, character-focused narratives. Rank 7: Movie 1041 - Reason: The dramatic confrontation of past secrets aligns with the user's appreciation for emotional depth and character exploration found in their favorite films. Rank 8: Movie 2191 - Reason: The pursuit of artistic ambition amidst personal struggles connects with the user's interest in character-driven stories, although it may lack the comedic elements they enjoy. Rank 9: Movie 2463 - Reason: The premise of a kidnapping comedy may not appeal to the user's taste, which tends to favor more serious or thought-provoking narratives. Rank 10: Movie 806 - Reason: The focus on inner-city misfits and their struggles may not align with the user's preference for more fantastical or romantic narratives.

Rank 1: Movie 1250 - Reason: This film's exploration of human resilience and moral dilemmas in a war setting aligns with the user's appreciation for complex narratives as seen in their history. Rank 2: Movie 1041 - Reason: The emotional depth and character-driven storytelling resonate with the user's interest in dramatic and thought-provoking films. Rank 3: Movie 2463 - Reason: The comedic twist on kidnapping and unexpected outcomes fits the user's enjoyment of quirky humor and unconventional plots. Rank 4: Movie 806 - Reason: The focus on misfits and their struggles mirrors the user's taste for character-centric dramas with a gritty realism. Rank 5: Movie 2191 - Reason: The themes of artistic ambition and the challenges of pursuing one's passion reflect the user's interest in character-driven narratives that explore personal struggles. Rank 6: Movie 3036 - Reason: The adventure and survival elements in a prehistoric context could intrigue the user, appealing to their taste for imaginative storytelling. Rank 7: Movie 1535 - Reason: The exploration of friendship and love in a secluded setting aligns with the user's appreciation for intimate, character-focused dramas. Rank 8: Movie 1972 - Reason: The horror elements may not resonate as strongly with the user, given their preference for more grounded and character-driven stories. Rank 9: Movie 714 - Reason: The film's surreal and fantasy aspects might not align with the user's preference for more realistic narratives found in their history. Rank 10: Movie 1906 - Reason: The romantic comedy elements may feel less impactful compared to the user's interest in deeper, more dramatic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.) Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 516:Renaissance Man (Genres: Comedy, War; Language: en; Overview: Danny DeVito teaches Army recruits after losing his advertising job.), Movie 2415:Violets Are Blue (Genres: ; Language: en; Overview: Famous photographer Gussie returns home after fifteen years abroad.), Movie 2437:Wilde (Genres: Drama, History; Language: en; Overview: Oscar Wilde's struggle: genius, love, marriage, and self-acceptance conflict.), Movie 3888:Skipped Parts (Genres: Comedy, Drama, Romance; Language: en; Overview: A mother and son leave town due to her wild behavior.), Movie 923:Citizen Kane (Genres: Mystery, Drama; Language: en; Overview: Charles Foster Kane's life is shaped by childhood trauma and wealth.), Movie 70:From Dusk Till Dawn (Genres: Horror, Action, Thriller, Crime; Language: en; Overview: Brothers escape to Mexico after robbery, facing dangers overnight.), Movie 27:Now and Then (Genres: Comedy, Drama, Family; Language: en; Overview: Four childhood friends reflect on their bittersweet coming-of-age summer.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 714 - Reason: The film's exploration of identity and existential themes resonates with the user's interest in deep, character-driven narratives. Rank 3: Movie 908 - Reason: The suspenseful plot and mistaken identity theme connect with the user's enjoyment of thrillers and intricate storytelling. Rank 4: Movie 923 - Reason: Its rich narrative and exploration of personal trauma appeal to the user's taste for dramatic and thought-provoking films. Rank 5: Movie 3888 - Reason: The blend of comedy and drama in a family context aligns with the user's appreciation for films that explore personal relationships. Rank 6: Movie 70 - Reason: The action and thriller elements, combined with a darkly comedic tone, may engage the user who enjoys unconventional narratives. Rank 7: Movie 2437 - Reason: The historical drama about a complex literary figure aligns with the user's interest in character-driven stories and artistic struggles. Rank 8: Movie 2415 - Reason: This film's focus on personal reflection and return to roots may not resonate strongly with the user's preference for more dynamic narratives. Rank 9: Movie 516 - Reason: The comedic aspects may feel less impactful to the user, who seems to prefer more serious or dramatic themes in their movie choices. Rank 10: Movie 27 - Reason: While it has nostalgic elements, the overall tone and focus on childhood may not align with the user's interest in more complex adult themes.

Rank 1: Movie 70 - Reason: This movie combines horror, action, and thriller elements, appealing to the user's taste for intense and dynamic storytelling found in films like "Fast, Cheap & Out of Control." Rank 2: Movie 908 - Reason: The mystery and thriller aspects resonate with the user's appreciation for complex narratives, similar to "Being John Malkovich." Rank 3: Movie 2437 - Reason: The dramatic exploration of Oscar Wilde's life aligns with the user's interest in character-driven stories, akin to "High Art." Rank 4: Movie 27 - Reason: This film's blend of comedy and drama about friendship and nostalgia mirrors the themes in "Romy and Michele's High School Reunion." Rank 5: Movie 516 - Reason: The comedic yet serious undertones of a man teaching recruits reflect the user's enjoyment of humor in dramatic contexts, as seen in "Little Voice." Rank 6: Movie 3888 - Reason: The mix of comedy and drama in a mother-son relationship could appeal to the user's preference for heartfelt narratives, similar to "Bob Roberts." Rank 7: Movie 714 - Reason: The unique blend of drama and fantasy in a Western setting may not align closely with the user's typical preferences for more contemporary narratives. Rank 8: Movie 1921 - Reason: The psychological thriller elements may resonate with the user's taste for thought-provoking films, though it is more abstract than their usual choices. Rank 9: Movie 923 - Reason: While a classic, its slower pace and focus on drama may not engage the user as much as their preferred lighter or more comedic films. Rank 10: Movie 2415 - Reason: The lack of a clear genre or strong narrative focus might not appeal to the user, who tends to favor more structured and engaging stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.) Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.) Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.) Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.) Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.) Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.) Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.) Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 2296:A Night at the Roxbury (Genres: Comedy; Language: en; Overview: Brothers seek romance, club dreams, mistaken for wealthy insiders.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 3502:My Life (Genres: Drama, Romance; Language: en; Overview: Bob faces cancer, creates a video diary for his unborn child.), Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Movie 2151:The Gods Must Be Crazy II (Genres: Action, Comedy; Language: en; Overview: Xixo rescues children from poachers, encountering soldiers and pilots.), Movie 3712:Soapdish (Genres: Comedy, Drama, Romance; Language: en; Overview: Celeste faces sabotage from co-star and producer amid declining ratings.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 3347:Never Cry Wolf (Genres: Action, Adventure, Drama; Language: en; Overview: Farley Mowat discovers wolves' true role in the ecosystem.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 509 - Reason: The emotional depth and romantic conflict in this drama resonate with the user's appreciation for character-driven narratives. Rank 3: Movie 1535 - Reason: This film's exploration of friendship and personal dynamics aligns with the user's interest in character relationships, similar to their past movie choices. Rank 4: Movie 1635 - Reason: The family drama and chaotic Thanksgiving setting reflect the user's taste for intricate storytelling found in films like "The Opposite of Sex." Rank 5: Movie 3712 - Reason: The blend of comedy and drama, along with themes of personal struggle, connects with the user's enjoyment of character-focused narratives. Rank 6: Movie 3502 - Reason: The poignant exploration of life and legacy amid a serious health crisis may appeal to the user's interest in emotional and dramatic storytelling. Rank 7: Movie 2296 - Reason: This light-hearted comedy about mistaken identity and dreams of romance aligns with the user's enjoyment of comedic narratives like "Romy and Michele's High School Reunion." Rank 8: Movie 914 - Reason: The transformation theme and romantic elements may not strongly resonate with the user's preference for more contemporary or edgy narratives. Rank 9: Movie 2151 - Reason: The action-comedy mix may not align with the user's preference for more character-driven or dramatic stories, as seen in their history. Rank 10: Movie 3347 - Reason: The ecological adventure theme might not appeal to the user's focus on personal and relational dramas found in their preferred films.

Rank 1: Movie 914 - Reason: The transformation theme and romantic elements resonate with the user's appreciation for character-driven stories, similar to their interest in "High Art." Rank 2: Movie 1535 - Reason: The film's focus on friendship and emotional depth aligns with the user's taste for dramatic narratives, as seen in "All About My Mother." Rank 3: Movie 3712 - Reason: The blend of comedy and drama, along with the behind-the-scenes look at the entertainment industry, connects with the user's enjoyment of "Romy and Michele's High School Reunion." Rank 4: Movie 2296 - Reason: The comedic pursuit of romance and mistaken identities mirrors the light-hearted fun found in "Austin Powers: International Man of Mystery." Rank 5: Movie 2151 - Reason: The adventurous spirit and comedic elements resonate with the user's enjoyment of quirky narratives like "A Bug's Life." Rank 6: Movie 3502 - Reason: The emotional journey of facing illness and creating a legacy aligns with the user's interest in poignant stories, similar to "The Opposite of Sex." Rank 7: Movie 509 - Reason: The exploration of love and conflict in a unique setting appeals to the user's taste for romantic dramas, akin to "High Art." Rank 8: Movie 3347 - Reason: The adventure and ecological themes may not strongly resonate with the user's preferences, which lean more towards character-driven narratives. Rank 9: Movie 32 - Reason: The complex time travel and thriller aspects may be too intense compared to the user's preference for more character-focused stories. Rank 10: Movie 1635 - Reason: The heavy themes of family dysfunction and chaos during holidays may not align with the user's preference for lighter, comedic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 230:Dolores Claiborne (Genres: Crime, Drama, Mystery; Language: en; Overview: Dolores faces new murder charges; daughter covers the unfolding drama.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.) Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) There are 10 Candidates for recommendation: Movie 3324:Drowning Mona (Genres: Comedy, Crime, Mystery; Language: en; Overview: Murder investigation arises from community's hatred for abusive woman.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 394:Coldblooded (Genres: Action, Comedy; Language: en; Overview: Mob bookie becomes hitman, falls in love, seeks freedom.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 3643:The Fighting Seabees (Genres: Action, War; Language: en; Overview: World War II Seabees build military sites while ready to fight.), Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 2537:Beyond the Poseidon Adventure (Genres: Action, Adventure, Drama; Language: en; Overview: Salvage teams compete for treasure on capsized ship post-disaster.), Movie 3230:The Odessa File (Genres: Drama, Thriller; Language: en; Overview: Journalist investigates former SS-Captain, connects with ODESSA and Israel.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2291 - Reason: The fantastical elements and emotional depth resonate with the user's appreciation for unique narratives that blend drama and romance. Rank 3: Movie 1840 - Reason: The father-son relationship and themes of redemption connect with the user's interest in dramatic, character-driven stories. Rank 4: Movie 589 - Reason: The action-packed storyline and strong themes of protection and survival appeal to the user's taste for thrilling adventures. Rank 5: Movie 3230 - Reason: The investigative journalism aspect and historical context may intrigue the user, reflecting their interest in dramatic narratives with depth. Rank 6: Movie 2498 - Reason: The comedic elements combined with a family-friendly storyline align with the user's enjoyment of lighthearted films. Rank 7: Movie 3324 - Reason: The mix of comedy and crime provides a lighter tone, which may not fully resonate with the user's preference for more serious dramas. Rank 8: Movie 394 - Reason: The action and comedy may not align with the user's typical interest in deeper, more dramatic narratives. Rank 9: Movie 3643 - Reason: The war theme and action focus might not appeal to the user's preference for character-driven stories with emotional depth. Rank 10: Movie 2537 - Reason: The adventure aspect may lack the dramatic intensity that the user typically enjoys in their movie choices.

Rank 1: Movie 2291 - Reason: This movie combines fantasy and drama elements, appealing to the user's appreciation for imaginative storytelling and emotional depth as seen in their history. Rank 2: Movie 2537 - Reason: The action and adventure in a post-disaster setting resonate with the user's interest in dramatic tension and survival themes found in films like "Apollo 13." Rank 3: Movie 1653 - Reason: This movie's exploration of genetic engineering and personal ambition aligns with the user's preference for complex, thought-provoking narratives similar to "Gattaca." Rank 4: Movie 3643 - Reason: The wartime action and camaraderie reflect the user's interest in heroic themes and character-driven stories, akin to "Apollo 13." Rank 5: Movie 589 - Reason: The blend of action and science fiction, along with a strong narrative about protection and survival, connects with the user's taste for thrilling and impactful stories. Rank 6: Movie 3324 - Reason: The comedic and mysterious elements in a small-town setting mirror the user's interest in character-driven dramas like "Dolores Claiborne." Rank 7: Movie 3230 - Reason: The investigative drama and historical themes resonate with the user's preference for complex narratives, similar to "American History X." Rank 8: Movie 1840 - Reason: The father-son relationship and themes of redemption align with the user's appreciation for emotional depth found in films like "What's Eating Gilbert Grape." Rank 9: Movie 394 - Reason: The comedic elements may not resonate as strongly with the user, who seems to prefer more serious and dramatic narratives. Rank 10: Movie 2498 - Reason: The light-hearted family comedy may not align with the user's preference for more intense and dramatic storytelling as seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 265:Like Water for Chocolate (Genres: Drama, Romance; Language: es; Overview: Tita's love for Pedro leads her to emotional cooking.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.) Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.) There are 10 Candidates for recommendation: Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 2632:The Saragossa Manuscript (Genres: Comedy, Drama, Fantasy, Mystery; Language: pl; Overview: Officer discovers grandfather's tale of honor, seduction, and intrigue.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 1554:The Pillow Book (Genres: Drama, Foreign, Romance; Language: en; Overview: Japanese girl Nagiko becomes obsessed with writing and books.), Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 3111:Places in the Heart (Genres: Drama, Family; Language: en; Overview: Widow and family struggle to run cotton farm with friends.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 374:Ri¢hie Ri¢h (Genres: Comedy, Family; Language: en; Overview: Richie Rich has everything but friends; schemer threatens his empire.), Movie 1899:Passion in the Desert (Genres: Drama, Adventure; Language: en; Overview: Officer and artist survive desert journey, bond with leopard Simoom.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 25 - Reason: The film's exploration of an unconventional romance resonates with the user's appreciation for deep emotional connections in relationships, similar to "The Bridges of Madison County." Rank 3: Movie 527 - Reason: The historical drama and moral complexity of saving lives during a tragic time reflects the user's interest in impactful narratives like "Like Water for Chocolate." Rank 4: Movie 1840 - Reason: The father-son dynamic and the struggle for redemption connect with the user's preference for character-driven stories, akin to "Groundhog Day." Rank 5: Movie 589 - Reason: The action-packed narrative and themes of survival in a dystopian setting align with the user's enjoyment of thrilling adventures like "Jurassic Park." Rank 6: Movie 3111 - Reason: The family-oriented drama about resilience and community resonates with the user's appreciation for heartfelt stories, similar to "Toy Story." Rank 7: Movie 2632 - Reason: The blend of comedy, drama, and fantasy in a unique narrative structure may intrigue the user, though it diverges from their primary interests. Rank 8: Movie 1899 - Reason: The adventurous spirit and character relationships provide an engaging story, but it may not fully align with the user's typical preferences. Rank 9: Movie 374 - Reason: While it has comedic elements, the light-hearted nature and less serious themes may not resonate as strongly with the user's taste for deeper narratives. Rank 10: Movie 1554 - Reason: The focus on artistic obsession and foreign romance may appeal less to the user, given their preference for more mainstream and relatable storylines.

Rank 1: Movie 25 - Reason: The film's exploration of complex relationships and emotional struggles aligns with the user's interest in deep, character-driven dramas like "The Bridges of Madison County." Rank 2: Movie 2632 - Reason: This movie's blend of comedy, drama, and fantasy elements may appeal to the user's appreciation for unique storytelling, similar to "Groundhog Day." Rank 3: Movie 3111 - Reason: The themes of family and perseverance in a challenging environment resonate with the user's enjoyment of heartfelt narratives, as seen in "Toy Story." Rank 4: Movie 589 - Reason: The action-packed and thrilling nature of this film aligns with the user's interest in high-stakes scenarios, similar to "Jurassic Park." Rank 5: Movie 374 - Reason: This light-hearted comedy about friendship and family mirrors the user's enjoyment of family-oriented films like "Toy Story." Rank 6: Movie 1840 - Reason: The father-son dynamic and themes of redemption in this drama connect with the user's interest in emotional and character-driven stories. Rank 7: Movie 1653 - Reason: The futuristic setting and themes of ambition and identity resonate with the user's preference for thought-provoking narratives, as seen in "Gattaca." Rank 8: Movie 1899 - Reason: The adventure and survival elements may not strongly align with the user's typical preferences, which lean more towards character-driven dramas. Rank 9: Movie 527 - Reason: While this film is critically acclaimed, its heavy historical context and war themes might not appeal as much to the user's preference for lighter or more romantic narratives. Rank 10: Movie 1554 - Reason: The film's focus on cultural and artistic themes may not resonate as strongly with the user's interests in more mainstream, accessible storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.) Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.) Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.) There are 10 Candidates for recommendation: Movie 2388:Steam: The Turkish Bath (Genres: Drama; Language: it; Overview: Couple's design business leads Francesco to discover family warmth in Istanbul.), Movie 1404:Night Falls on Manhattan (Genres: Drama, Crime; Language: en; Overview: District attorney uncovers police corruption involving his father, partner.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 2138:Watership Down (Genres: Adventure, Animation, Drama; Language: en; Overview: Rabbits flee their threatened warren seeking a safe new home.), Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.), Movie 2509:Eight Days a Week (Genres: Comedy, Drama, Romance; Language: en; Overview: Peter camps on Erica's lawn to win her affection.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1840 - Reason: The film explores complex family dynamics and personal redemption, resonating with the user's interest in dramatic narratives about struggle and relationships as seen in "Nixon" and "Jerry Maguire." Rank 2: Movie 3186 - Reason: This movie delves into themes of mental health and personal conflict, aligning with the user's appreciation for deep character studies as demonstrated in "Natural Born Killers" and "Chasing Amy." Rank 3: Movie 589 - Reason: The action-packed storyline and themes of protection and survival match the user's taste for intense narratives found in "Clear and Present Danger" and "Saving Private Ryan." Rank 4: Movie 562 - Reason: The film's portrayal of adolescent struggles and social issues resonates with the user's interest in character-driven stories, similar to "Chasing Amy" and "Jerry Maguire." Rank 5: Movie 1263 - Reason: This war drama addresses the psychological impacts of conflict, appealing to the user's interest in historical and dramatic narratives like "Saving Private Ryan" and "Nixon." Rank 6: Movie 2138 - Reason: The adventure and quest for safety in this animated film align with the user's appreciation for storytelling that involves journeys and survival, as seen in "Run Lola Run." Rank 7: Movie 2502 - Reason: The comedic take on workplace dissatisfaction and rebellion might not resonate as strongly with the user, who prefers more dramatic and serious themes in films like "Nixon" and "The Deer Hunter." Rank 8: Movie 2388 - Reason: While it explores personal relationships, the cultural and familial themes may not align closely with the user's preferences for more intense dramas like "Natural Born Killers" and "Girl, Interrupted." Rank 9: Movie 2509 - Reason: The light-hearted romantic plot may not appeal to the user, who seems to favor more complex and serious narratives, as evidenced by their history with films like "Nixon" and "Saving Private Ryan." Rank 10: Movie 1404 - Reason: The focus on crime and corruption may not align with the user's preference for more character-driven stories, as seen in their enjoyment of films like "Jerry Maguire" and "Chasing Amy."

Rank 1: Movie 2388 - Reason: The exploration of personal relationships and family warmth resonates with the user's appreciation for character-driven narratives, as seen in their history of drama films. Rank 2: Movie 2138 - Reason: The adventure and survival themes align with the user's interest in dramatic storytelling, similar to the historical struggles in "Saving Private Ryan." Rank 3: Movie 1404 - Reason: The intertwining of crime and personal conflict reflects the user's taste for complex narratives like "Natural Born Killers" and "Clear and Present Danger." Rank 4: Movie 2509 - Reason: The romantic pursuit set against a comedic backdrop appeals to the user's enjoyment of romance and comedy, as seen in "Jerry Maguire" and "Chasing Amy." Rank 5: Movie 1840 - Reason: The father-son dynamic and themes of redemption connect with the user's interest in emotional and dramatic storytelling, similar to "Saving Private Ryan." Rank 6: Movie 589 - Reason: The action-packed narrative combined with a science fiction twist aligns with the user's preference for thrilling and intense plots, as seen in "Natural Born Killers." Rank 7: Movie 562 - Reason: The portrayal of adolescence and social challenges resonates with the user's interest in character-driven dramas, similar to "Chasing Amy." Rank 8: Movie 3186 - Reason: The exploration of mental health and personal struggles aligns with the user's appreciation for deep, character-focused narratives, as seen in "Natural Born Killers." Rank 9: Movie 2502 - Reason: The comedic take on workplace dissatisfaction may not resonate as strongly with the user's preference for more serious and dramatic themes. Rank 10: Movie 1263 - Reason: The intense war drama may not align with the user's preference for more character-driven stories, as they tend to favor narratives focused on personal relationships.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 230:Dolores Claiborne (Genres: Crime, Drama, Mystery; Language: en; Overview: Dolores faces new murder charges; daughter covers the unfolding drama.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 266:Legends of the Fall (Genres: Adventure, Drama, Romance, War; Language: en; Overview: Three brothers and father navigate life, love, and nature's challenges.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.) Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.) Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.) There are 10 Candidates for recommendation: Movie 3432:Death Wish 3 (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Paul Kersey visits Charley, finds him dead, is arrested.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 1659:Hurricane Streets (Genres: Romance, Crime, Drama; Language: en; Overview: Marcus faces challenges in Manhattan, seeking freedom and connection.), Movie 1231:The Right Stuff (Genres: Drama, History; Language: en; Overview: Overview of Mercury astronauts shaping America's early space program.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 647:Courage Under Fire (Genres: Drama, Thriller, Mystery, War; Language: en; Overview: Officer's friendly fire mistake leads to investigation of inconsistencies.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3105 - Reason: This movie's emotional depth and transformative themes resonate with the user's appreciation for character-driven narratives, as seen in films like "Legends of the Fall." Rank 2: Movie 25 - Reason: The exploration of complex relationships and personal struggles aligns with the user's interest in dramatic storytelling, similar to "Dolores Claiborne." Rank 3: Movie 589 - Reason: The blend of action and science fiction mirrors the user's enjoyment of thrilling narratives, akin to "Jurassic Park" and "Return of the Jedi." Rank 4: Movie 527 - Reason: The historical significance and intense drama appeal to the user's preference for impactful storytelling, reminiscent of "Saving Private Ryan." Rank 5: Movie 3186 - Reason: The psychological exploration of mental health and personal struggles connects with the user's interest in character-focused dramas like "Girl, Interrupted." Rank 6: Movie 562 - Reason: The mix of comedy and drama about adolescence reflects the user's enjoyment of character-driven stories, similar to "Groundhog Day." Rank 7: Movie 3432 - Reason: The action and crime elements may not align closely with the user's preference for more nuanced narratives, as seen in their history. Rank 8: Movie 1659 - Reason: While it has elements of drama and romance, the focus on crime may not resonate as strongly with the user's typical preferences. Rank 9: Movie 1231 - Reason: The historical and biographical focus may not engage the user as much, given their preference for more personal and emotional stories. Rank 10: Movie 647 - Reason: The war and thriller aspects might not align with the user's interest in character-driven narratives, which are more prominent in their watched films.

Rank 1: Movie 647 - Reason: This movie combines drama and thriller elements with a mystery that resonates with the user's appreciation for intense narratives, similar to "Dolores Claiborne" and "Donnie Brasco." Rank 2: Movie 589 - Reason: The action and science fiction themes align with the user's interest in thrilling plots, as seen in "Jurassic Park" and "Return of the Jedi." Rank 3: Movie 1659 - Reason: The romantic and dramatic aspects of this film reflect the user's enjoyment of character-driven stories, akin to "Legends of the Fall" and "Interview with the Vampire." Rank 4: Movie 562 - Reason: This film's comedic yet dramatic portrayal of adolescence connects with the user's taste for character struggles, similar to "Groundhog Day." Rank 5: Movie 3432 - Reason: The action and crime elements appeal to the user's preference for intense narratives, reminiscent of "Pulp Fiction" and "Donnie Brasco." Rank 6: Movie 25 - Reason: The dramatic and romantic themes resonate with the user's interest in emotional stories, similar to "Groundhog Day" and "Interview with the Vampire." Rank 7: Movie 1231 - Reason: The historical drama aspect aligns with the user's appreciation for films like "Saving Private Ryan," showcasing significant moments in history. Rank 8: Movie 527 - Reason: The powerful historical narrative and emotional depth of this film connect with the user's interest in impactful dramas, as seen in "Saving Private Ryan." Rank 9: Movie 3105 - Reason: While it features a dramatic premise, the focus on medical themes may not align as closely with the user's preference for action and historical narratives. Rank 10: Movie 3186 - Reason: Although it deals with serious themes, the focus on mental health struggles may not resonate as strongly with the user's preference for action-oriented and historical films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 3107:Backdraft (Genres: Action, Crime, Drama, Mystery, Thriller; Language: en; Overview: Firemen brothers clash while stopping a dangerous arsonist in Chicago.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 9 Candidates for recommendation: Movie 775:Spirits of the Dead (Genres: Drama, Mystery, Horror; Language: fr; Overview: Three directors adapt Poe stories: fame, love, and duality explored.), Movie 3721:Trixie (Genres: Action, Comedy, Mystery, Thriller; Language: en; Overview: Trixie, an aspiring detective, faces comedic chaos while quitting.), Movie 306:Three Colors: Red (Genres: Drama, Mystery, Romance; Language: fr; Overview: Kieślowski's "Red" explores brotherliness through coincidentally linked stories.), Movie 1841:The Gingerbread Man (Genres: Thriller; Language: en; Overview: Lawyer defends woman; threats escalate after her father's escape.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 743:Spy Hard (Genres: Action, Comedy; Language: en; Overview: Agent WD-40 and KGB agent fight Gen. Rancor's world domination.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 3674:For the Love of Benji (Genres: Family; Language: en; Overview: Benji, a lost dog, evades agents while seeking his family.), Movie 1051:Trees Lounge (Genres: Comedy, Drama; Language: en; Overview: Tommy faces loss, finds trouble with ex-girlfriend's teenage niece.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2291 - Reason: This movie combines fantasy, drama, and romance elements, resonating with the user's appreciation for emotional and romantic narratives as seen in "The Bridges of Madison County." Rank 2: Movie 743 - Reason: The action-comedy blend and espionage theme may appeal to the user's taste for thrilling plots, similar to the excitement found in "Apollo 13." Rank 3: Movie 1841 - Reason: The legal thriller aspect and escalating tension align with the user's interest in complex narratives, akin to "Donnie Brasco." Rank 4: Movie 775 - Reason: This film's dramatic and mysterious storytelling reflects the user's enjoyment of thought-provoking narratives, similar to "Interview with the Vampire." Rank 5: Movie 2070 - Reason: The themes of redemption and romance resonate with the user's preference for heartfelt stories, much like "The Bridges of Madison County." Rank 6: Movie 306 - Reason: The exploration of human connections and romance in a dramatic context aligns with the user's interest in deep, character-driven stories as seen in "The Truman Show." Rank 7: Movie 3674 - Reason: This family film may not align with the user's typical preferences for drama and thriller genres, as seen in their movie history. Rank 8: Movie 3721 - Reason: The comedic chaos and light-hearted mystery may not resonate with the user's preference for more serious and dramatic narratives. Rank 9: Movie 1051 - Reason: The focus on personal struggles and relationships may not appeal to the user, as they seem to prefer more intense and thrilling plots.

Rank 1: Movie 3674 - Reason: This family-friendly adventure about a lost dog resonates with the user's appreciation for heartfelt stories, similar to the emotional connections in "The Bridges of Madison County." Rank 2: Movie 775 - Reason: The adaptation of Edgar Allan Poe's stories combines drama and mystery, appealing to the user's interest in complex narratives as seen in "Interview with the Vampire." Rank 3: Movie 743 - Reason: The action-comedy elements in "Spy Hard" provide a light-hearted take on espionage, which contrasts with the user's preference for more serious themes but still offers entertainment. Rank 4: Movie 2070 - Reason: The romantic and musical themes in "Tender Mercies" align well with the user's love for character-driven stories, similar to "The Bridges of Madison County." Rank 5: Movie 2291 - Reason: "Edward Scissorhands" blends fantasy and romance, appealing to the user's interest in unconventional love stories, as seen in "Interview with the Vampire." Rank 6: Movie 306 - Reason: The exploration of human connections in "Three Colors: Red" aligns with the user's appreciation for deep, emotional narratives, akin to "The Bridges of Madison County." Rank 7: Movie 3721 - Reason: "Trixie" offers a comedic take on detective work, which may not resonate as strongly with the user's preference for serious drama and crime narratives. Rank 8: Movie 1051 - Reason: The comedic elements in "Trees Lounge" may not align with the user's preference for more dramatic and romantic stories, as seen in their history. Rank 9: Movie 1841 - Reason: The thriller aspect of "The Gingerbread Man" may not appeal to the user, who seems to prefer character-driven dramas over suspenseful plots.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.) Movie 3107:Backdraft (Genres: Action, Crime, Drama, Mystery, Thriller; Language: en; Overview: Firemen brothers clash while stopping a dangerous arsonist in Chicago.) There are 10 Candidates for recommendation: Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 3881:Phish: Bittersweet Motel (Genres: Documentary, Music; Language: en; Overview: Bittersweet Motel documents Phish's music, overlooking their devoted fans.), Movie 1190:Tie Me Up! Tie Me Down! (Genres: Comedy, Crime, Drama, Romance; Language: es; Overview: Ricky kidnaps film star Marina after being released from hospital.), Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 2714:The Wood (Genres: Comedy, Drama, Romance; Language: en; Overview: Groom and friends reminisce childhood memories before wedding day.), Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.), Movie 60:The Indian in the Cupboard (Genres: Adventure, Family, Fantasy; Language: en; Overview: Boy's birthday gift comes alive, sparking adventurous friendship.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 513:Radioland Murders (Genres: Comedy, Crime, Drama, Music, Mystery, Romance; Language: en; Overview: Penny navigates chaos as murder disrupts WBN's radio premiere night.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1730 - Reason: This film's exploration of spirituality and identity aligns with the user's appreciation for deep, character-driven narratives as seen in their history. Rank 2: Movie 3186 - Reason: The psychological themes and emotional struggles depicted resonate with the user's interest in complex character arcs and dramatic storytelling. Rank 3: Movie 2291 - Reason: The blend of fantasy and romance in this story matches the user's preference for unique love stories, similar to "The Bridges of Madison County." Rank 4: Movie 589 - Reason: This action-packed thriller with a strong narrative about protection and survival aligns with the user's taste for intense, thought-provoking stories. Rank 5: Movie 60 - Reason: The adventure and fantasy elements in this family-friendly film appeal to the user's interest in imaginative storytelling, akin to "Jurassic Park." Rank 6: Movie 1190 - Reason: The mix of comedy, crime, and romance provides a quirky narrative that may not resonate as strongly with the user's more serious preferences. Rank 7: Movie 3881 - Reason: As a documentary, it may lack the dramatic storytelling the user enjoys, making it less appealing compared to their favored genres. Rank 8: Movie 2714 - Reason: While it includes elements of romance and nostalgia, the comedic focus may not align with the user's preference for more serious dramas. Rank 9: Movie 513 - Reason: The chaotic and comedic approach to a murder mystery might not satisfy the user's inclination towards more profound, dramatic narratives. Rank 10: Movie 2649 - Reason: This horror film's focus on tragedy and chaos may not align with the user's preference for romance and drama, making it less appealing.

Rank 1: Movie 60 - Reason: This movie combines adventure and fantasy elements, appealing to the user's appreciation for imaginative storytelling as seen in their history. Rank 2: Movie 2291 - Reason: The blend of fantasy and romance in this film resonates with the user's interest in character-driven narratives that explore love and emotion. Rank 3: Movie 1190 - Reason: The mix of comedy, crime, and romance offers a unique and quirky storyline that aligns with the user's taste for unconventional narratives. Rank 4: Movie 589 - Reason: This action-packed thriller features complex characters and moral dilemmas, matching the user's preference for intense and thought-provoking stories. Rank 5: Movie 3186 - Reason: The psychological exploration of sanity and personal struggle connects with the user's interest in deep, character-focused dramas. Rank 6: Movie 3881 - Reason: As a documentary about music and its culture, it may not align closely with the user's preference for narrative-driven films. Rank 7: Movie 1730 - Reason: The historical and biographical elements may not resonate as strongly with the user's focus on dramatic and romantic narratives. Rank 8: Movie 2714 - Reason: While it has comedic and romantic elements, the focus on nostalgia may not appeal as much to the user's preference for more serious themes. Rank 9: Movie 513 - Reason: The chaotic blend of genres may not align well with the user's preference for more straightforward and emotionally resonant storytelling. Rank 10: Movie 2649 - Reason: The horror and science fiction elements might not connect with the user's interests, given their focus on drama and romance in previous films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.) Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.) Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.) Movie 3259:Far and Away (Genres: Adventure, Drama, Romance, Western; Language: en; Overview: Young couple pursues land ownership in Oklahoma amidst challenges.) There are 10 Candidates for recommendation: Movie 570:The Slingshot (Genres: Drama; Language: sv; Overview: Roland navigates life, rebellion, and challenges in 1920s Stockholm.), Movie 2471:Crocodile Dundee II (Genres: Adventure, Comedy; Language: en; Overview: Outback expert shields New York girlfriend from pursuing gangsters.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.), Movie 3716:Fatal Beauty (Genres: Adventure, Action, Comedy, Thriller; Language: en; Overview: Narcotics cop Rita Rizzoli pursues hijacked pure drugs, facing danger.), Movie 3938:The Slumber Party Massacre (Genres: Comedy, Horror; Language: en; Overview: Teen girl hosts slumber party; escaped murderer disrupts festivities violently.), Movie 536:A Simple Twist of Fate (Genres: Drama, Family; Language: en; Overview: Heartbroken man adopts girl, finds joy, faces hidden secrets.), Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.), Movie 3189:My Dog Skip (Genres: Comedy, Drama, Family; Language: en; Overview: Shy boy finds friendship and joy through a puppy named Skip.), Movie 3886:Steal This Movie (Genres: Drama; Language: en; Overview: Abbie Hoffman exposes FBI's covert actions against the Left.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3186 - Reason: The exploration of mental health and personal struggle resonates with the user's interest in character-driven dramas like "What's Eating Gilbert Grape." Rank 2: Movie 527 - Reason: The historical context and moral complexity of Schindler's actions align with the user's appreciation for impactful stories seen in "Nixon." Rank 3: Movie 3886 - Reason: The political themes and activism in this film connect with the user's interest in dramatic narratives that challenge authority, similar to "American History X." Rank 4: Movie 1058 - Reason: The romantic elements set against a backdrop of political turmoil may appeal to the user, reflecting aspects of "Far and Away." Rank 5: Movie 2471 - Reason: The blend of adventure and comedy in this film aligns with the user's enjoyment of light-hearted narratives like "Jurassic Park." Rank 6: Movie 570 - Reason: The coming-of-age story set in a historical context may resonate with the user's interest in character development as seen in "Jerry Maguire." Rank 7: Movie 3716 - Reason: The action and comedic elements may not align closely with the user's preference for more serious dramas, as seen in their history. Rank 8: Movie 3189 - Reason: The family-friendly themes and lightheartedness might not resonate as strongly with the user, given their preference for more intense dramas. Rank 9: Movie 3938 - Reason: The slasher horror elements may not align with the user's interests, which lean more towards dramas and character studies. Rank 10: Movie 536 - Reason: The family drama may feel less impactful compared to the user's preference for more intense and thought-provoking narratives.

Rank 1: Movie 3186 - Reason: This movie explores deep emotional struggles and mental health themes, resonating with the user's interest in complex character-driven dramas like "What's Eating Gilbert Grape" and "American History X." Rank 2: Movie 3938 - Reason: The blend of comedy and horror in a teen setting may appeal to the user's taste for light-hearted yet thrilling narratives, similar to "Arachnophobia." Rank 3: Movie 527 - Reason: The historical context and moral dilemmas presented in this film align with the user's appreciation for impactful stories, as seen in "Nixon" and "American History X." Rank 4: Movie 3189 - Reason: This heartwarming story of friendship and growth mirrors the emotional depth found in the user's preferred dramas like "What's Eating Gilbert Grape." Rank 5: Movie 2471 - Reason: The adventurous spirit and comedic elements in this film may attract the user, similar to the excitement found in "Jurassic Park." Rank 6: Movie 570 - Reason: This drama's focus on rebellion and personal challenges may resonate with the user's interest in character-driven stories like "American History X." Rank 7: Movie 3886 - Reason: The political themes and activism depicted here align with the user's interest in historical narratives, similar to "Nixon." Rank 8: Movie 536 - Reason: The family dynamics and emotional journey in this film could appeal to the user's appreciation for heartfelt stories like "Jerry Maguire." Rank 9: Movie 1058 - Reason: The romantic backdrop amidst political turmoil may not strongly connect with the user's primary interests, which lean more towards character-driven dramas. Rank 10: Movie 3716 - Reason: The action-comedy blend may not align with the user's preference for more serious, dramatic narratives seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 266:Legends of the Fall (Genres: Adventure, Drama, Romance, War; Language: en; Overview: Three brothers and father navigate life, love, and nature's challenges.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.) Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.) Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.) Movie 3528:The Prince of Tides (Genres: Drama, Romance; Language: en; Overview: Man discusses family issues with sister's psychiatrist and falls in love.) There are 10 Candidates for recommendation: Movie 3733:The Paper Chase (Genres: Comedy, Drama, Romance; Language: en; Overview: First-year law student juggles coursework and relationship with professor's daughter.), Movie 441:Dazed and Confused (Genres: Comedy, Drama; Language: en; Overview: Texas teens' last school day: sports, friendship, and drug dilemmas.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 246:Hoop Dreams (Genres: Documentary; Language: en; Overview: Two Chicago teens pursue basketball dreams through high school challenges.), Movie 396:Fall Time (Genres: Action, Adventure, Crime, Drama, Thriller; Language: en; Overview: Mock kidnapping goes awry as real bank robbery unfolds unexpectedly.), Movie 1024:The Three Caballeros (Genres: Animation, Family, Music; Language: en; Overview: Donald’s birthday gifts lead to adventures in Mexico and South America.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 3675:White Christmas (Genres: Comedy, Music, Romance; Language: en; Overview: Two entertainers team up post-war to create a successful act.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3105 - Reason: This movie explores profound themes of transformation and human connection, resonating with the user's appreciation for emotional depth in dramas like "Apollo 13" and "American History X." Rank 2: Movie 527 - Reason: The historical significance and moral complexity of this film align with the user's interest in impactful narratives, similar to "Legends of the Fall" and "Natural Born Killers." Rank 3: Movie 25 - Reason: The exploration of deep human relationships amidst struggles mirrors the user's preference for character-driven stories, as seen in "The Prince of Tides" and "Interview with the Vampire." Rank 4: Movie 1653 - Reason: This film's futuristic themes and ethical dilemmas resonate with the user's liking for thought-provoking narratives, akin to "Face/Off" and "Gattaca." Rank 5: Movie 1024 - Reason: The light-hearted adventure and musical elements provide a contrast to the user's more serious choices, offering a refreshing family-friendly experience. Rank 6: Movie 3733 - Reason: The balance of comedy and drama in a student-teacher relationship aligns with the user's interest in character dynamics, similar to "Dazed and Confused." Rank 7: Movie 441 - Reason: This film captures the essence of teenage life and friendship, reflecting the user's enjoyment of coming-of-age stories like "Legends of the Fall." Rank 8: Movie 246 - Reason: The documentary format and focus on personal ambition resonate with the user's appreciation for real-life challenges, similar to "American History X." Rank 9: Movie 3675 - Reason: The musical elements and classic holiday themes may not align with the user's preference for more serious and dramatic narratives. Rank 10: Movie 396 - Reason: The action and crime elements may not appeal to the user's taste for deeper emotional stories, as seen in their preference for dramas like "Apollo 13."

Rank 1: Movie 25 - Reason: The film explores deep emotional connections and struggles with addiction, resonating with the user's appreciation for character-driven dramas like "Legends of the Fall" and "The Prince of Tides." Rank 2: Movie 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 3: Movie 1024 - Reason: The adventurous spirit and musical elements in this animated film may appeal to the user's enjoyment of family-friendly narratives, similar to the adventure in "Return of the Jedi." Rank 4: Movie 527 - Reason: The historical drama and moral complexity in this film reflect the user's interest in serious themes, akin to "American History X" and "Apollo 13." Rank 5: Movie 396 - Reason: The unexpected twists and crime elements resonate with the user's taste for thrillers and dramas, similar to "Natural Born Killers." Rank 6: Movie 441 - Reason: The coming-of-age themes and exploration of teenage life align with the user's interest in character-driven stories, reminiscent of "Dazed and Confused." Rank 7: Movie 3675 - Reason: The blend of comedy, music, and romance in this classic film appeals to the user's appreciation for light-hearted narratives, similar to "Face/Off." Rank 8: Movie 3105 - Reason: The emotional depth and transformative experiences depicted in this drama may resonate with the user's preference for impactful storytelling seen in "Hilary and Jackie." Rank 9: Movie 3733 - Reason: While it offers a mix of comedy and drama, the academic setting and focus on law may not align as closely with the user's preferred themes of adventure and personal struggle. Rank 10: Movie 246 - Reason: The documentary style and focus on sports may not resonate as strongly with the user's interest in narrative-driven films with dramatic arcs.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) Movie 3107:Backdraft (Genres: Action, Crime, Drama, Mystery, Thriller; Language: en; Overview: Firemen brothers clash while stopping a dangerous arsonist in Chicago.) Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.) Movie 3259:Far and Away (Genres: Adventure, Drama, Romance, Western; Language: en; Overview: Young couple pursues land ownership in Oklahoma amidst challenges.) There are 10 Candidates for recommendation: Movie 2533:Escape from the Planet of the Apes (Genres: Action, Science Fiction; Language: en; Overview: Two talking chimpanzees arrive; society celebrates, one man fears.), Movie 2772:Detroit Rock City (Genres: Comedy, Music; Language: en; Overview: Teen fans in Detroit risk everything for Kiss concert tickets.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 3338:For All Mankind (Genres: Documentary; Language: en; Overview: "For All Mankind" documents NASA's Apollo missions using archival footage.), Movie 2527:Westworld (Genres: Action, Adventure, Drama, Horror, Science Fiction, Thriller, Western; Language: en; Overview: Wealthy patrons experience fantasies; chaos ensues with rogue robot.), Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 3775:Make Mine Music (Genres: Animation, Family, Music; Language: en; Overview: Make Mine Music features nine animated shorts with classic songs.), Movie 3913:Barenaked in America (Genres: Documentary; Language: en; Overview: Rockumentary follows Barenaked Ladies during their Stunt Tour adventures.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3105 - Reason: This movie explores profound themes of transformation and human connection, resonating with the user's appreciation for dramatic narratives like "Nixon" and "The Bridges of Madison County." Rank 2: Movie 1653 - Reason: The exploration of identity and societal expectations in a science fiction setting aligns with the user's interest in thought-provoking stories, similar to "Gattaca." Rank 3: Movie 589 - Reason: This action-packed sequel combines thrilling elements with a deeper narrative about protection and survival, appealing to the user's taste for intense drama as seen in "Patriot Games." Rank 4: Movie 3913 - Reason: The documentary format and focus on real-life experiences might attract the user, who enjoys character-driven stories like "The Red Violin." Rank 5: Movie 3775 - Reason: The animated shorts with musical elements provide a light-hearted experience, which may not align closely with the user's usual preference for more serious dramas. Rank 6: Movie 3338 - Reason: The historical documentation of NASA's missions offers an engaging perspective on human achievement, appealing to the user's interest in history as seen in "Nixon." Rank 7: Movie 2533 - Reason: The blend of action and social commentary in a science fiction context may not resonate as strongly with the user, who prefers character-driven narratives. Rank 8: Movie 2527 - Reason: While it features adventure and drama, the chaotic elements and horror aspects may not align with the user's preference for more grounded stories. Rank 9: Movie 2772 - Reason: The comedic focus on teenage antics and music culture may not appeal to the user, who tends to favor more serious and dramatic themes. Rank 10: Movie 1394 - Reason: The absurdity and crime elements in this comedy may not align with the user's preference for deeper, more emotional narratives like "Jerry Maguire."

Rank 1: Movie 2533 - Reason: This movie combines action and science fiction elements, appealing to the user's interest in imaginative and adventurous narratives as seen in their history. Rank 2: Movie 3913 - Reason: The documentary format and focus on the Barenaked Ladies' tour align with the user's appreciation for music and behind-the-scenes stories, similar to their interest in character-driven dramas. Rank 3: Movie 1653 - Reason: This film's exploration of a future society and the challenges of identity resonate with the user's preference for complex, thought-provoking stories, similar to "Nixon" and "Gattaca." Rank 4: Movie 1394 - Reason: The absurd humor and crime elements in this film connect with the user's enjoyment of comedies like "Jerry Maguire" and "Groundhog Day." Rank 5: Movie 3105 - Reason: The emotional depth and transformative experiences in this drama align well with the user's interest in character-driven narratives, similar to "The Bridges of Madison County." Rank 6: Movie 3338 - Reason: The documentary's focus on NASA's Apollo missions appeals to the user's interest in historical narratives, akin to their enjoyment of "Nixon." Rank 7: Movie 2527 - Reason: The mix of action, adventure, and science fiction in this film aligns with the user's taste for thrilling and imaginative stories, similar to "Patriot Games." Rank 8: Movie 3775 - Reason: The animated shorts and musical elements may not resonate as strongly with the user, given their preference for more narrative-driven films. Rank 9: Movie 2772 - Reason: While this comedy has music elements, it may not align with the user's more serious and dramatic preferences as seen in their history. Rank 10: Movie 589 - Reason: The action-heavy and sci-fi focus of this film might not appeal to the user as much, given their stronger inclination towards character-driven dramas and historical narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 265:Like Water for Chocolate (Genres: Drama, Romance; Language: es; Overview: Tita's love for Pedro leads her to emotional cooking.) Movie 266:Legends of the Fall (Genres: Adventure, Drama, Romance, War; Language: en; Overview: Three brothers and father navigate life, love, and nature's challenges.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 232:Eat Drink Man Woman (Genres: Comedy, Drama, Romance; Language: zh; Overview: Retired chef's daughters navigate love in modern Taipei, Taiwan.), Movie 1686:Red Corner (Genres: Crime, Drama, Thriller; Language: en; Overview: American attorney wrongfully accused of murder, aided by female lawyer.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 3013:Bride of Re-Animator (Genres: Comedy, Horror, Science Fiction; Language: en; Overview: Herbert West resurrects Dan's ex-girlfriend; Dr. Hill returns evil.), Movie 623:A Modern Affair (Genres: ; Language: en; Overview: "A Modern Affair" flips romance tropes: woman gets pregnant, meets father.), Movie 3721:Trixie (Genres: Action, Comedy, Mystery, Thriller; Language: en; Overview: Trixie, an aspiring detective, faces comedic chaos while quitting.), Movie 180:Mallrats (Genres: Romance, Comedy; Language: en; Overview: Two best friends, dumped, find solace at the local mall.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 2377:Lifeforce (Genres: Fantasy, Horror, Science Fiction, Thriller; Language: en; Overview: Space vampires from Halley's Comet turn Londoners into zombies.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1730 - Reason: The exploration of spiritual and cultural themes in this drama aligns with the user's appreciation for deep emotional narratives, as seen in "Like Water for Chocolate" and "Legends of the Fall." Rank 2: Movie 25 - Reason: The poignant romance and character-driven story resonate with the user's interest in complex relationships, similar to "Legends of the Fall" and "Shakespeare in Love." Rank 3: Movie 562 - Reason: This film's blend of comedy and drama about a young girl's struggles mirrors the emotional depth found in "Like Water for Chocolate" and "Boogie Nights." Rank 4: Movie 3721 - Reason: The comedic chaos and mystery elements may appeal to the user's taste for unique storytelling, reminiscent of the quirky narratives in "Pulp Fiction" and "Donnie Brasco." Rank 5: Movie 2377 - Reason: The horror and science fiction elements provide an intriguing twist, which might attract the user’s interest in unconventional narratives, though it diverges from their typical preferences. Rank 6: Movie 3013 - Reason: The blend of comedy and horror presents a unique narrative style, which may not align closely with the user's established preferences for more serious themes. Rank 7: Movie 232 - Reason: The familial and romantic dynamics in this film reflect the user's interest in character-driven stories, similar to "Like Water for Chocolate" and "Eat Drink Man Woman." Rank 8: Movie 180 - Reason: The light-hearted romance and comedic elements may not resonate as strongly with the user's preference for more dramatic and emotional narratives. Rank 9: Movie 623 - Reason: This film's lack of strong genre elements or defined narrative may not appeal to the user, who prefers more structured and engaging storylines. Rank 10: Movie 1686 - Reason: The legal drama and thriller aspects may not align with the user's preference for more character-focused and emotional storytelling as seen in their history.

Rank 1: Movie 562 - Reason: This film's exploration of bullying and neglect in adolescence resonates with the user's interest in dramatic and emotional narratives, similar to "Like Water for Chocolate." Rank 2: Movie 1686 - Reason: The themes of wrongful accusation and legal drama align with the user's appreciation for complex narratives, as seen in "Donnie Brasco" and "Clear and Present Danger." Rank 3: Movie 623 - Reason: This film's unique twist on romance and unexpected pregnancy connects with the user's interest in relationship dynamics, akin to "Shakespeare in Love." Rank 4: Movie 3013 - Reason: The blend of comedy and horror in a reanimation context offers a quirky narrative that contrasts with the user's more serious drama preferences. Rank 5: Movie 25 - Reason: The poignant relationship between an alcoholic and a prostitute mirrors the emotional depth found in "Legends of the Fall," appealing to the user's taste for romance and drama. Rank 6: Movie 180 - Reason: The light-hearted exploration of friendship and romance in a mall setting provides a comedic contrast to the user's more serious movie preferences. Rank 7: Movie 3721 - Reason: The comedic chaos of an aspiring detective may not resonate as strongly with the user's preference for more serious and dramatic narratives. Rank 8: Movie 1730 - Reason: The historical and spiritual themes surrounding the Dalai Lama may not align with the user's focus on romance and personal relationships in their preferred films. Rank 9: Movie 2377 - Reason: The space vampire concept and horror elements may be too fantastical for the user's taste, which leans towards more grounded stories. Rank 10: Movie 232 - Reason: While it has romantic elements, the cultural context and style may not strongly connect with the user's established preferences for drama and romance.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.) Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.) There are 10 Candidates for recommendation: Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 432:City Slickers II: The Legend of Curly's Gold (Genres: Action, Comedy, Drama, Western; Language: en; Overview: Mitch's birthday leads to a treasure hunt with unexpected companions.), Movie 2746:Little Shop of Horrors (Genres: Horror, Comedy, Music; Language: en; Overview: Nerdy orphan Seymour discovers a bloodthirsty plant, Audrey II.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 3300:Pitch Black (Genres: Thriller, Science Fiction, Action; Language: en; Overview: Marooned survivors must rely on Riddick to survive darkness.), Movie 492:Manhattan Murder Mystery (Genres: Comedy, Mystery; Language: en; Overview: Couple suspects foul play after neighbor's wife unexpectedly dies.), Movie 2465:Deadly Friend (Genres: Horror, Science Fiction; Language: en; Overview: Paul, BB, and Samantha bond until tragedy leads to transformation.), Movie 2555:Baby Geniuses (Genres: Science Fiction, Comedy, Family; Language: en; Overview: Scientists capture super-intelligent babies; a mix-up leads to chaos.), Movie 3858:Cecil B. Demented (Genres: Thriller, Comedy, Crime; Language: en; Overview: Independent director kidnaps actress for underground film with teens.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 527 - Reason: This film's historical significance and emotional depth resonate with the user's appreciation for dramatic narratives rooted in real-life events, as seen in "Nixon" and "Apollo 13." Rank 2: Movie 3858 - Reason: The film's dark comedic elements and critique of the film industry may appeal to the user's taste for unconventional storytelling, similar to the complexity found in "Natural Born Killers." Rank 3: Movie 1961 - Reason: The exploration of familial relationships and personal growth aligns with the user's interest in character-driven dramas like "What's Eating Gilbert Grape." Rank 4: Movie 2555 - Reason: The light-hearted and comedic premise may provide a refreshing contrast to the user's preference for more serious dramas, though it may not resonate as strongly. Rank 5: Movie 492 - Reason: The mystery and comedic elements combined with a couple's dynamic may intrigue the user, reflecting their enjoyment of character interactions in films like "Sense and Sensibility." Rank 6: Movie 3129 - Reason: The blend of comedy and drama in a musical context may attract the user, as they appreciate character complexity and emotional narratives, similar to "Hilary and Jackie." Rank 7: Movie 432 - Reason: The adventure and comedic aspects may not align closely with the user's historical and dramatic preferences, making it a less appealing choice. Rank 8: Movie 2746 - Reason: The horror-comedy mix might not resonate with the user's inclination towards serious themes, as they tend to favor more grounded narratives. Rank 9: Movie 3300 - Reason: The sci-fi thriller elements may diverge from the user's typical interest in character-driven dramas, potentially making it less appealing. Rank 10: Movie 2465 - Reason: The horror elements and less character-focused narrative may not align with the user's preferences for deeper emotional stories, as seen in their previous selections.

Rank 1: Movie 432 - Reason: This movie combines action, comedy, and adventure, offering a light-hearted treasure hunt that contrasts with the user's preference for more serious dramas. Rank 2: Movie 2746 - Reason: The blend of horror and comedy provides a unique twist, appealing to the user's interest in unconventional narratives, though it may not align perfectly with their typical choices. Rank 3: Movie 527 - Reason: This film's historical significance and powerful storytelling resonate with the user's appreciation for dramatic and impactful narratives, similar to "Nixon" and "Apollo 13." Rank 4: Movie 3129 - Reason: The comedic biopic format and focus on a flawed genius align with the user's interest in character-driven stories, akin to "What's Eating Gilbert Grape." Rank 5: Movie 492 - Reason: The mystery and comedic elements create an engaging narrative that complements the user's taste for drama and intrigue found in films like "Cop Land." Rank 6: Movie 3858 - Reason: The film's satirical take on the film industry and dark humor might appeal to the user's appreciation for unique storytelling, despite its more extreme themes. Rank 7: Movie 2555 - Reason: The premise of super-intelligent babies adds a whimsical twist, which may not resonate as strongly with the user's preference for more serious themes. Rank 8: Movie 2465 - Reason: The horror and science fiction elements may not align with the user's typical preferences, focusing more on drama and character development. Rank 9: Movie 3300 - Reason: While thrilling, the survival horror aspect may diverge from the user's interest in character-driven dramas and historical narratives. Rank 10: Movie 1961 - Reason: The exploration of family dynamics and personal growth aligns with the user's interest in deeper emotional stories, making it a fitting choice despite its more mainstream appeal.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 265:Like Water for Chocolate (Genres: Drama, Romance; Language: es; Overview: Tita's love for Pedro leads her to emotional cooking.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 524:Rudy (Genres: Drama; Language: en; Overview: Rudy, small and unskilled, dreams of playing football at Notre Dame.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 3259:Far and Away (Genres: Adventure, Drama, Romance, Western; Language: en; Overview: Young couple pursues land ownership in Oklahoma amidst challenges.) There are 10 Candidates for recommendation: Movie 3248:Sister Act 2: Back in the Habit (Genres: Music, Comedy; Language: en; Overview: Deloris aids struggling school, faces closure threat from authorities.), Movie 2882:Jakob the Liar (Genres: Comedy, Drama, History; Language: en; Overview: Jakob learns of Russian troops, sparking rumors of secret radio.), Movie 3159:Fantasia 2000 (Genres: Animation, Family, Music; Language: en; Overview: Lively music and animation in 'Fantasia' sequel with new shorts.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 18:Four Rooms (Genres: Crime, Comedy; Language: en; Overview: Ted's first night as a bellhop brings outrageous, unexpected events.), Movie 1111:Microcosmos (Genres: Documentary; Language: fr; Overview: Documentary showcases insect life in meadows and ponds through photography.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 44:Mortal Kombat (Genres: Action, Fantasy; Language: en; Overview: Three warriors must defeat an evil sorcerer to save Earth.), Movie 1397:Bastard Out of Carolina (Genres: Drama; Language: en; Overview: Struggling South Carolinian mother and daughter face painful choices together.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2291 - Reason: The blend of fantasy, drama, and romance in a unique narrative resonates with the user's appreciation for emotional and character-driven stories, as seen in their history. Rank 2: Movie 589 - Reason: This action-packed thriller combines science fiction elements with a gripping storyline, appealing to the user's interest in intense and thought-provoking narratives. Rank 3: Movie 1961 - Reason: The exploration of familial relationships and personal growth aligns with the user's preference for dramatic stories that delve into complex human emotions. Rank 4: Movie 3248 - Reason: The musical and comedic elements, along with themes of community and support, connect with the user's enjoyment of light-hearted yet meaningful narratives. Rank 5: Movie 3159 - Reason: The artistic animation and musical integration in this family film align with the user's appreciation for creative storytelling and visual experiences. Rank 6: Movie 1111 - Reason: The documentary's focus on nature and life resonates with the user's interest in unique perspectives and insightful storytelling, though it may be less dramatic. Rank 7: Movie 18 - Reason: The mix of crime and comedy in an unexpected setting offers a quirky narrative that may appeal to the user's diverse tastes, though it diverges from their typical drama focus. Rank 8: Movie 44 - Reason: While action and fantasy elements are present, the film's straightforward plot may not fully engage the user's preference for deeper, character-driven stories. Rank 9: Movie 2882 - Reason: The historical context and comedic elements provide a unique narrative, but it may not resonate as strongly with the user's preference for more serious dramas. Rank 10: Movie 1397 - Reason: The heavy themes of struggle and pain may be less appealing to the user, who seems to prefer stories with more uplifting or romantic elements.

Rank 1: Movie 1397 - Reason: The emotional depth and struggles of the mother-daughter relationship resonate with the user's appreciation for poignant drama, similar to "The Bridges of Madison County." Rank 2: Movie 1111 - Reason: The stunning visual storytelling in this documentary aligns with the user's interest in artistic and thought-provoking narratives, as seen in "Like Water for Chocolate." Rank 3: Movie 2882 - Reason: The blend of comedy and drama, along with historical context, reflects the user's enjoyment of complex emotional stories like "Natural Born Killers." Rank 4: Movie 3159 - Reason: The creative animation and musical elements appeal to the user's taste for imaginative storytelling, akin to the adventurous spirit of "Jurassic Park." Rank 5: Movie 44 - Reason: The action-packed fantasy elements may not align closely with the user's preference for character-driven dramas, as seen in their history. Rank 6: Movie 18 - Reason: The quirky and chaotic narrative style may not resonate with the user's preference for more serious and emotional storytelling found in their favored films. Rank 7: Movie 589 - Reason: The intense action and emotional undertones in this sci-fi classic align well with the user's appreciation for thrilling narratives, similar to "Jurassic Park." Rank 8: Movie 1961 - Reason: The exploration of family dynamics and personal growth in this drama connects with the user's interest in heartfelt stories like "Rudy." Rank 9: Movie 2291 - Reason: The fantastical elements and whimsical tone may not appeal to the user's preference for more grounded and realistic narratives, as seen in their history. Rank 10: Movie 3248 - Reason: The comedic and musical focus may not align with the user's preference for serious drama and romance, as reflected in their movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 265:Like Water for Chocolate (Genres: Drama, Romance; Language: es; Overview: Tita's love for Pedro leads her to emotional cooking.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.) There are 10 Candidates for recommendation: Movie 3929:The Bank Dick (Genres: Comedy; Language: en; Overview: Egbert becomes a hero, but faces trouble with bank inspector.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 306:Three Colors: Red (Genres: Drama, Mystery, Romance; Language: fr; Overview: Kieślowski's "Red" explores brotherliness through coincidentally linked stories.), Movie 2557:I Stand Alone (Genres: Drama, Thriller; Language: fr; Overview: Butcher seeks daughter after mistress deceives him about new life.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 492:Manhattan Murder Mystery (Genres: Comedy, Mystery; Language: en; Overview: Couple suspects foul play after neighbor's wife unexpectedly dies.), Movie 3696:Night of the Creeps (Genres: Comedy, Horror, Science Fiction; Language: en; Overview: Alien experiment thaws, infects fraternity, creating zombie outbreak on campus.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 1453:The Beautician and the Beast (Genres: Comedy, Romance; Language: en; Overview: Beautician mistakenly becomes teacher for president's children in Eastern Europe.), Movie 1891:The Ugly (Genres: Horror, Thriller; Language: fr; Overview: Psychologist studies confessed serial killer in mental hospital for insights.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1730 - Reason: The exploration of cultural and spiritual themes in this drama resonates with the user's appreciation for deep emotional narratives, as seen in their history. Rank 2: Movie 562 - Reason: This film's blend of comedy and drama about the struggles of a young girl aligns with the user's interest in character-driven stories that depict personal challenges. Rank 3: Movie 2291 - Reason: The romantic fantasy elements and the theme of isolation in Edward Scissorhands connect with the user's enjoyment of unique love stories and emotional depth. Rank 4: Movie 3696 - Reason: The mix of comedy and horror with a college setting may appeal to the user's taste for unconventional narratives, similar to their interest in quirky films. Rank 5: Movie 1891 - Reason: The psychological thriller aspect of studying a serial killer may not align with the user's preference for more uplifting or romantic narratives. Rank 6: Movie 306 - Reason: The intricate storytelling and exploration of human connections in this drama match the user's appreciation for thought-provoking and layered narratives. Rank 7: Movie 2557 - Reason: The intense personal journey of the butcher seeking his daughter may resonate with the user's interest in character struggles, though it leans towards darker themes. Rank 8: Movie 1453 - Reason: The lighthearted comedy and romantic elements about mistaken identity could appeal to the user's preference for feel-good narratives, though it may not be as impactful as others. Rank 9: Movie 492 - Reason: The comedic mystery may not fully engage the user, as their history shows a stronger preference for more dramatic and emotional storytelling. Rank 10: Movie 3929 - Reason: The classic comedy may not resonate with the user's taste for more contemporary or emotionally rich narratives found in their preferred films.

Rank 1: Movie 3696 - Reason: This movie combines comedy and horror elements, appealing to the user's enjoyment of light-hearted yet thrilling narratives, as seen in their history with films like "Toy Story" and "Jerry Maguire." Rank 2: Movie 3929 - Reason: The comedic premise of a hero facing absurd challenges aligns with the user's appreciation for humor and character-driven stories, similar to "Jerry Maguire." Rank 3: Movie 1730 - Reason: The dramatic and historical narrative of the Dalai Lama's life resonates with the user's interest in deep, emotional stories, as reflected in "What's Eating Gilbert Grape." Rank 4: Movie 1453 - Reason: This romantic comedy about misunderstandings in a foreign setting matches the user's taste for light-hearted romance, akin to "Jerry Maguire." Rank 5: Movie 562 - Reason: The themes of adolescence and social struggles in this film relate to the user's interest in character-driven dramas, similar to "What's Eating Gilbert Grape." Rank 6: Movie 306 - Reason: The intertwining stories and emotional depth in this drama resonate with the user's preference for complex narratives, as seen in "Like Water for Chocolate." Rank 7: Movie 2291 - Reason: The fantastical yet poignant story of Edward's outsider experience aligns with the user's appreciation for unique and emotional narratives, similar to "What's Eating Gilbert Grape." Rank 8: Movie 1891 - Reason: The psychological thriller aspect may not align with the user's preference for more light-hearted or romantic films, as seen in their history. Rank 9: Movie 492 - Reason: The mystery and comedic elements may not resonate with the user's preference for more serious dramas, as reflected in their history with films like "Like Water for Chocolate." Rank 10: Movie 2557 - Reason: The dark themes and intense narrative may not appeal to the user's taste for uplifting or romantic stories, contrasting with their preferred genres.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.) Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.) There are 10 Candidates for recommendation: Movie 3889:Highlander: Endgame (Genres: Action, Fantasy, Science Fiction; Language: en; Overview: Connor and Duncan unite against powerful immortal Kell, facing death.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 3691:Private School (Genres: Comedy, Romance; Language: en; Overview: Christine loves Jim; classmate Jordan schemes to win him. Shenanigans ensue.), Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 415:Another Stakeout (Genres: Action, Comedy; Language: en; Overview: Chris and Bill stakeout Mafia witness with DA's help.), Movie 1023:Winnie the Pooh and the Blustery Day (Genres: Animation, Family, Music; Language: en; Overview: Winnie the Pooh and friends face storms and flooding together.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 869:Kansas City (Genres: Thriller, Drama, Music, Crime; Language: en; Overview: Altman's 1934 Kansas City explores race, class, power, and jazz.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1840 - Reason: This film explores complex family dynamics and personal redemption, resonating with the user's interest in character-driven dramas like "Good Will Hunting." Rank 2: Movie 3105 - Reason: The emotional depth and transformative power of the doctor-patient relationship align with the user's preference for impactful and thought-provoking narratives. Rank 3: Movie 2291 - Reason: The blend of fantasy and romance in this unique love story matches the user's appreciation for imaginative storytelling as seen in "The Postman." Rank 4: Movie 1653 - Reason: The exploration of identity and societal constraints in a futuristic setting appeals to the user's taste for intelligent and challenging narratives like "Gattaca." Rank 5: Movie 2009 - Reason: The mystery and social commentary on overpopulation resonate with the user's interest in thought-provoking films, similar to "Clear and Present Danger." Rank 6: Movie 1023 - Reason: This charming animated adventure captures the essence of friendship and teamwork, aligning with the user's fondness for family-oriented films like "Toy Story." Rank 7: Movie 3889 - Reason: The historical and social themes explored through jazz music may not strongly resonate with the user's primary interests in more mainstream narratives. Rank 8: Movie 869 - Reason: While it offers a unique take on race and class, its slower pace and complex themes might not align with the user's preference for more action-driven stories. Rank 9: Movie 415 - Reason: The comedic elements and light-hearted nature may not appeal to the user's preference for deeper, more dramatic narratives. Rank 10: Movie 3691 - Reason: The romantic comedy aspect may not align with the user's tastes, as they have shown a preference for more serious and impactful films.

Rank 1: Movie 3889 - Reason: This action-packed fantasy film features epic battles and a strong sense of camaraderie, appealing to the user's enjoyment of adventure and character-driven narratives as seen in "Jurassic Park." Rank 2: Movie 1023 - Reason: The charming animation and family-friendly themes resonate with the user's love for heartfelt stories, similar to "Toy Story." Rank 3: Movie 869 - Reason: This film's exploration of race, class, and music aligns with the user's appreciation for complex narratives, reminiscent of the historical drama in "Nixon." Rank 4: Movie 2291 - Reason: The unique blend of fantasy and romance in this film connects with the user's interest in character-driven stories, similar to "The Postman." Rank 5: Movie 415 - Reason: The mix of action and comedy in this movie mirrors the lighthearted yet thrilling elements found in "Clear and Present Danger." Rank 6: Movie 2009 - Reason: This science fiction thriller delves into societal issues and moral dilemmas, appealing to the user's taste for thought-provoking narratives, akin to "Nixon." Rank 7: Movie 1840 - Reason: The father-son dynamic and themes of redemption resonate with the user's appreciation for deep emotional stories, similar to "Good Will Hunting." Rank 8: Movie 3691 - Reason: This light-hearted romantic comedy may not align as closely with the user's preference for more serious themes, as seen in "Boogie Nights." Rank 9: Movie 3105 - Reason: The medical drama and transformative themes might not fully engage the user, as their history leans more towards action and adventure. Rank 10: Movie 1653 - Reason: While thought-provoking, the heavy themes of eugenics and societal control may not resonate as strongly with the user's preference for more uplifting narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 230:Dolores Claiborne (Genres: Crime, Drama, Mystery; Language: en; Overview: Dolores faces new murder charges; daughter covers the unfolding drama.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) There are 10 Candidates for recommendation: Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 1814:A Price Above Rubies (Genres: Drama, Romance; Language: en; Overview: Young woman seeks fulfillment, struggles with her devout Jewish marriage.), Movie 3036:Quest for Fire (Genres: Adventure, Drama; Language: xx; Overview: Tribe's quest for fire amidst prehistoric survival challenges and dangers.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 3767:Missing in Action 2: The Beginning (Genres: Action, Adventure, War; Language: en; Overview: Colonel Braddock's capture and escape from a Vietnam prison camp.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.), Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.), Movie 3755:The Perfect Storm (Genres: Drama; Language: en; Overview: In October 1991, a storm sank the fishing boat Andrea Gail.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 562 - Reason: This movie explores the challenges of adolescence and social struggles, resonating with the user's interest in character-driven narratives. Rank 2: Movie 589 - Reason: The action and science fiction elements combined with a strong narrative about survival align with the user's appreciation for thrilling and intense stories. Rank 3: Movie 1840 - Reason: The film's exploration of familial relationships and redemption connects with the user's preference for dramatic, character-focused plots. Rank 4: Movie 527 - Reason: This historical drama about moral courage and sacrifice aligns with the user's interest in impactful, thought-provoking stories. Rank 5: Movie 3755 - Reason: The intense drama surrounding real-life events may appeal to the user's taste for stories that evoke strong emotions and human resilience. Rank 6: Movie 3036 - Reason: The adventure and survival themes resonate with the user's interest in narratives that explore human challenges in extreme situations. Rank 7: Movie 2683 - Reason: The comedic adventure and nostalgic elements connect with the user's enjoyment of light-hearted yet engaging storytelling. Rank 8: Movie 3767 - Reason: The action and war themes may not strongly align with the user's preference for more character-driven dramas and complex narratives. Rank 9: Movie 1814 - Reason: The focus on a woman's struggle within a devout marriage might not resonate as strongly with the user's historical and dramatic interests. Rank 10: Movie 1271 - Reason: While it has elements of drama and comedy, the film's lighter tone may not align with the user's preference for more serious and impactful narratives.

Rank 1: Movie 3767 - Reason: The action and adventure elements combined with themes of survival and resilience resonate with the user's interest in intense and dramatic narratives. Rank 2: Movie 527 - Reason: This movie's historical drama and profound moral themes align with the user's appreciation for impactful storytelling, as seen in their interest in socially relevant films. Rank 3: Movie 562 - Reason: The exploration of bullying and personal struggles in a coming-of-age context connects with the user's preference for character-driven dramas and relatable themes. Rank 4: Movie 3036 - Reason: The adventure and survival aspects of the film cater to the user's taste for gripping narratives that involve human challenges and triumphs, similar to their interest in "Jurassic Park." Rank 5: Movie 2683 - Reason: The blend of comedy and adventure, along with a nostalgic 60s setting, appeals to the user's enjoyment of light-hearted yet engaging stories, as seen in "Groundhog Day." Rank 6: Movie 1840 - Reason: The father-son dynamic and themes of redemption align with the user's interest in deep emotional narratives, similar to "American History X." Rank 7: Movie 3755 - Reason: The dramatic retelling of a real-life disaster reflects the user's taste for intense, character-driven stories, akin to "The Perfect Storm." Rank 8: Movie 589 - Reason: The science fiction and action elements, along with a strong narrative about protection and survival, match the user's preference for thrilling, complex stories as seen in "Natural Born Killers." Rank 9: Movie 1271 - Reason: While it has drama and comedy, the slower pace and focus on personal relationships may not resonate as strongly with the user's preference for more intense narratives. Rank 10: Movie 1814 - Reason: The film's focus on personal struggles within a cultural context may not align with the user's preference for more action-oriented or dramatic stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.) Movie 230:Dolores Claiborne (Genres: Crime, Drama, Mystery; Language: en; Overview: Dolores faces new murder charges; daughter covers the unfolding drama.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.) Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.) There are 10 Candidates for recommendation: Movie 3782:Shaft's Big Score! (Genres: Action, Adventure, Crime, Mystery; Language: en; Overview: John Shaft returns to solve a client's murder case.), Movie 1007:The Apple Dumpling Gang (Genres: Comedy, Family; Language: en; Overview: Bachelor and children discover gold, face outlaws and sharpshooters.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 3274:Single White Female (Genres: Thriller; Language: en; Overview: Allison seeks a roommate after boyfriend's betrayal and financial need.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2650:The Ghost of Frankenstein (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Ygor revives Frankenstein's monster; Ludwig plans restoration, unaware of danger.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 3951:Two Family House (Genres: Drama, Romance; Language: en; Overview: Frustrated crooner Buddy faces challenges with tenants and dreams.), Movie 2400:Prancer (Genres: Drama, Family, Fantasy; Language: fr; Overview: Girl hides injured reindeer, believing it's Santa's, father sells.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3105 - Reason: The transformative journey of the catatonic patient resonates with the user's appreciation for deep emotional narratives found in their watched dramas. Rank 2: Movie 527 - Reason: The historical significance and moral complexities of Schindler's actions align with the user's interest in impactful stories, similar to "Saving Private Ryan." Rank 3: Movie 1730 - Reason: The exploration of the Dalai Lama's life and the themes of exile and identity connect with the user's preference for dramatic and thought-provoking narratives. Rank 4: Movie 1007 - Reason: This family-friendly comedy offers lightheartedness and adventure, providing a contrast to the more serious dramas the user typically enjoys. Rank 5: Movie 2650 - Reason: The blend of horror and fantasy elements may intrigue the user, but it diverges from their primary interest in drama and romance. Rank 6: Movie 3782 - Reason: The action and mystery elements may appeal to the user, but the crime-focused narrative is less aligned with their typical preferences for drama and romance. Rank 7: Movie 2144 - Reason: The high school romantic theme mirrors the user's interest in youthful love stories, as seen in "Shakespeare in Love." Rank 8: Movie 3274 - Reason: The psychological thriller aspect may attract the user, but the darker themes might not resonate as strongly with their usual preferences. Rank 9: Movie 2400 - Reason: While it has a family and fantasy aspect, the narrative may not deeply engage the user compared to their favored genres of drama and romance. Rank 10: Movie 3951 - Reason: The story's focus on a frustrated crooner may lack the emotional depth and dramatic tension that the user typically seeks in their movie choices.

Rank 1: Movie 1730 - Reason: This film explores themes of exile and identity, resonating with the user's appreciation for deep, dramatic narratives as seen in their history. Rank 2: Movie 3951 - Reason: The blend of drama and romance in this movie aligns with the user's interest in character-driven stories, similar to "Sense and Sensibility." Rank 3: Movie 527 - Reason: The historical context and moral complexity of this film reflect the user's taste for impactful dramas like "Saving Private Ryan." Rank 4: Movie 1007 - Reason: This light-hearted comedy offers a family-friendly narrative, which may not strongly align with the user's preference for more serious themes. Rank 5: Movie 3105 - Reason: The transformative journey of a patient and doctor in this drama mirrors the emotional depth found in "Good Will Hunting." Rank 6: Movie 3274 - Reason: The psychological tension and themes of betrayal in this thriller connect with the user's interest in darker, more intense narratives. Rank 7: Movie 3782 - Reason: This action-packed film may appeal to the user's taste for thrilling plots, though it leans more towards crime than their usual preference for drama. Rank 8: Movie 2144 - Reason: The teenage romance and comedic elements may resonate with the user, but it is lighter than their typical dramatic choices. Rank 9: Movie 2400 - Reason: The fantasy aspect may not align with the user's preference for more grounded, dramatic stories as seen in their history. Rank 10: Movie 2650 - Reason: The horror and fantasy elements may not appeal to the user, who generally prefers drama and romance over genre-specific thrills.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) Movie 3528:The Prince of Tides (Genres: Drama, Romance; Language: en; Overview: Man discusses family issues with sister's psychiatrist and falls in love.) There are 10 Candidates for recommendation: Movie 2123:All Dogs Go to Heaven (Genres: Drama, Animation, Family, Comedy, Fantasy; Language: en; Overview: Dog Charlie returns to life for revenge, risking damnation.), Movie 1782:Little City (Genres: Comedy, Romance; Language: en; Overview: Best friends' love triangle complicates relationships with a seductive newcomer.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 3540:Passion of Mind (Genres: Drama, Romance; Language: en; Overview: Two women dream of each other while navigating their relationships.), Movie 536:A Simple Twist of Fate (Genres: Drama, Family; Language: en; Overview: Heartbroken man adopts girl, finds joy, faces hidden secrets.), Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.), Movie 2036:Blank Check (Genres: Comedy, Family; Language: en; Overview: Preston's spending spree challenges his frugal family's perspective on money.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 2038:The Cat from Outer Space (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Stranded UFO pilot cat seeks scientist's help to escape Earth.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 527 - Reason: This powerful historical drama resonates with the user's appreciation for deep, emotional narratives that explore human resilience and moral complexity, similar to "The Bridges of Madison County." Rank 2: Movie 3186 - Reason: The exploration of mental health and personal struggles aligns with the user's interest in character-driven dramas like "The People vs. Larry Flynt" and "Donnie Brasco." Rank 3: Movie 1730 - Reason: The spiritual journey and historical context of the Dalai Lama's life connect with the user's preference for profound stories seen in "Apollo 13" and "The Red Violin." Rank 4: Movie 3105 - Reason: The theme of transformation through medical innovation parallels the user's interest in heartfelt dramas like "Awakenings" and "The Prince of Tides." Rank 5: Movie 1782 - Reason: The romantic comedy aspect and the complexities of relationships reflect the user's enjoyment of romantic themes in films like "The Bridges of Madison County." Rank 6: Movie 2038 - Reason: The lighthearted, family-friendly comedy may not resonate as strongly with the user, who prefers more serious narratives as seen in their history. Rank 7: Movie 3540 - Reason: The intertwining of dreams and reality in a romantic context aligns with the user's interest in unique storytelling, similar to "Interview with the Vampire." Rank 8: Movie 536 - Reason: The family drama and themes of hidden secrets may appeal to the user, but it lacks the emotional depth found in their preferred films. Rank 9: Movie 2123 - Reason: The animated format and fantasy elements may not align with the user's preference for realistic, dramatic narratives as seen in their movie history. Rank 10: Movie 2036 - Reason: The lighthearted nature and comedic premise may not resonate with the user, who tends to favor more serious and dramatic storytelling.

Rank 1: Movie 536 - Reason: This film's exploration of family dynamics and emotional healing resonates with the user's appreciation for heartfelt dramas like "The Bridges of Madison County." Rank 2: Movie 3540 - Reason: The intertwining relationships and emotional depth align with the user's interest in romance and drama, similar to "The People vs. Larry Flynt." Rank 3: Movie 2036 - Reason: The comedic yet insightful take on family values and spending reflects the user's enjoyment of character-driven narratives, as seen in "Donnie Brasco." Rank 4: Movie 1782 - Reason: The romantic comedy elements and friendship themes mirror the user's affinity for complex relationships found in "The Prince of Tides." Rank 5: Movie 2123 - Reason: The blend of drama and fantasy with a heartwarming story about redemption aligns with the user's taste for emotional journeys, akin to "Apollo 13." Rank 6: Movie 2038 - Reason: The lighthearted sci-fi comedy appeals to the user's enjoyment of family-friendly narratives, similar to the whimsical elements in "Interview with the Vampire." Rank 7: Movie 3186 - Reason: The intense psychological drama and exploration of mental health resonate with the user's interest in deep, character-focused stories like "North by Northwest." Rank 8: Movie 1730 - Reason: The historical and biographical elements may not align closely with the user's preference for more personal, intimate stories as seen in their history. Rank 9: Movie 527 - Reason: While a powerful historical drama, its heavy themes may not match the user's preference for more romantic and personal narratives like "The Red Violin." Rank 10: Movie 3105 - Reason: The medical drama's focus on clinical themes might not appeal to the user's preference for emotional and relational storytelling found in their favored films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.), Movie 3425:Mo' Better Blues (Genres: Drama, Romance; Language: en; Overview: Bleek's trumpet journey leads to rivalry and band conflicts.), Movie 725:The Great White Hype (Genres: Comedy, Drama; Language: en; Overview: Promoter seeks former champ's rival to reinvigorate boxing matches.), Movie 3106:Come See the Paradise (Genres: Drama, Romance, History; Language: en; Overview: Love story struggles amid cultural clash and wartime challenges.), Movie 1471:Boys Life 2 (Genres: Drama, Romance; Language: en; Overview: Four short films exploring homoerotic themes among young men.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 196:Species (Genres: Science Fiction, Horror, Action; Language: en; Overview: Alien DNA splicing creates Sil, a deadly, shapeshifting creature.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2291 - Reason: This film's blend of fantasy and romance, along with its exploration of identity, resonates with the user's appreciation for character-driven narratives like "What's Eating Gilbert Grape." Rank 2: Movie 589 - Reason: The action-packed and thrilling elements of this film align with the user's interest in dramatic and intense stories, similar to "Apollo 13." Rank 3: Movie 1840 - Reason: The father-son relationship and themes of redemption in this film connect with the user's preference for deep emotional narratives found in "Good Will Hunting." Rank 4: Movie 1730 - Reason: This movie's focus on the Dalai Lama's journey and spiritual themes may appeal to the user's interest in profound storytelling, akin to "The People vs. Larry Flynt." Rank 5: Movie 1471 - Reason: The exploration of homoerotic themes in a dramatic context aligns with the user's interest in complex relationships as seen in "Chasing Amy." Rank 6: Movie 235 - Reason: The quirky and comedic journey of an unconventional director resonates with the user's appreciation for unique storytelling, similar to "Deconstructing Harry." Rank 7: Movie 196 - Reason: The horror and science fiction elements may not align with the user's preference for more character-driven dramas, as seen in their history. Rank 8: Movie 725 - Reason: This film's comedic take on the boxing world may not resonate as strongly with the user, who prefers deeper emotional narratives like "The Last Days of Disco." Rank 9: Movie 3106 - Reason: While it has romantic elements, the historical context and cultural clash may not align closely with the user's typical preferences for more contemporary stories. Rank 10: Movie 3425 - Reason: The focus on the music industry and rivalry may not appeal as much to the user, who tends to favor more intimate and character-focused dramas.

Rank 1: Movie 589 - Reason: This movie combines science fiction, thriller, and action elements, aligning strongly with the user's interest in intense and thought-provoking narratives as seen in their history. Rank 2: Movie 1471 - Reason: The exploration of homoerotic themes and young men's relationships resonates with the user's appreciation for character-driven dramas like "What's Eating Gilbert Grape." Rank 3: Movie 725 - Reason: This film's comedic take on the boxing world and character dynamics offers a light-hearted yet engaging story, appealing to the user's taste for comedy and drama. Rank 4: Movie 196 - Reason: The blend of science fiction and horror with a strong female character aligns with the user's interest in unique narratives, as seen in "The Truman Show." Rank 5: Movie 1840 - Reason: The father-son dynamic and themes of redemption in a dramatic context resonate with the user's appreciation for deep emotional stories like "Good Will Hunting." Rank 6: Movie 235 - Reason: The quirky storytelling and focus on an underdog filmmaker connect with the user's interest in character-driven narratives found in "Boogie Nights." Rank 7: Movie 1730 - Reason: The historical and spiritual themes surrounding the Dalai Lama's life offer a profound narrative that aligns with the user's interest in dramatic storytelling. Rank 8: Movie 3425 - Reason: The jazz music backdrop and romantic conflicts provide a rich emotional experience, appealing to the user's taste for drama and romance as seen in "Chasing Amy." Rank 9: Movie 2291 - Reason: The fantasy elements and unconventional protagonist may not align with the user's preference for more grounded, realistic dramas. Rank 10: Movie 3106 - Reason: The historical context and wartime challenges might not resonate as strongly with the user's preference for lighter, character-focused narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 265:Like Water for Chocolate (Genres: Drama, Romance; Language: es; Overview: Tita's love for Pedro leads her to emotional cooking.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) Movie 3528:The Prince of Tides (Genres: Drama, Romance; Language: en; Overview: Man discusses family issues with sister's psychiatrist and falls in love.) There are 10 Candidates for recommendation: Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 2642:Superman III (Genres: Comedy, Action, Adventure, Fantasy, Science Fiction; Language: en; Overview: Ross Webster hires Gus Gorman to create synthetic kryptonite against Superman.), Movie 3360:Hoosiers (Genres: Drama, Family; Language: en; Overview: 1954 Hickory Huskers, coached by Norman Dale, defy expectations in basketball.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 1293:Gandhi (Genres: Drama, History; Language: en; Overview: Gandhi advocates nonviolent resistance for Indian independence from Britain.), Movie 661:James and the Giant Peach (Genres: Adventure, Animation, Family; Language: en; Overview: Orphan boy's spilled magic leads to a giant flying peach.), Movie 470:House Party 3 (Genres: Comedy; Language: en; Overview: Kid marries Veda; Play manages a female rap group.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3105 - Reason: The transformative journey of the catatonic patient resonates with the user's appreciation for deep emotional narratives, similar to "Good Will Hunting." Rank 2: Movie 562 - Reason: This film's exploration of bullying and adolescent struggles aligns with the user's interest in character-driven stories, as seen in "Chasing Amy." Rank 3: Movie 25 - Reason: The complex relationship between the alcoholic screenwriter and the prostitute mirrors the emotional depth found in "Like Water for Chocolate." Rank 4: Movie 1730 - Reason: The historical and spiritual themes of the Dalai Lama's life connect with the user's interest in profound narratives, akin to "Nixon." Rank 5: Movie 2291 - Reason: The unique and whimsical story of Edward resonates with the user's taste for imaginative and character-focused tales, similar to "Face/Off." Rank 6: Movie 661 - Reason: The adventurous spirit and family themes in this animated film align with the user's enjoyment of engaging and heartwarming stories, as seen in "Return of the Jedi." Rank 7: Movie 3360 - Reason: The underdog story in sports reflects the user's appreciation for triumph over adversity, akin to the themes in "Donnie Brasco." Rank 8: Movie 1293 - Reason: The historical significance and moral themes in Gandhi's life resonate with the user's interest in impactful narratives, similar to "Nixon." Rank 9: Movie 470 - Reason: This comedy may not align with the user's preference for more serious and dramatic narratives, as seen in their history. Rank 10: Movie 2642 - Reason: The light-hearted and fantastical elements may not resonate with the user's interest in grounded and dramatic storytelling.

Rank 1: Movie 562 - Reason: This movie explores the challenges of adolescence and social dynamics, resonating with the user's appreciation for character-driven dramas. Rank 2: Movie 1730 - Reason: The film's focus on a historical figure and themes of exile aligns with the user's interest in history and dramatic storytelling. Rank 3: Movie 470 - Reason: This comedy features a light-hearted narrative about relationships and celebrations, appealing to the user's taste for engaging and entertaining stories. Rank 4: Movie 661 - Reason: The imaginative adventure and family themes in this animated film connect with the user's enjoyment of fantastical and heartfelt narratives. Rank 5: Movie 25 - Reason: The complex relationship dynamics and emotional depth reflect the user's interest in dramas that explore human connections and struggles. Rank 6: Movie 3105 - Reason: The transformative journey of the characters and the medical theme resonate with the user's preference for thought-provoking and emotional narratives. Rank 7: Movie 2291 - Reason: The unique blend of fantasy and romance in this film aligns with the user's appreciation for unconventional love stories. Rank 8: Movie 1293 - Reason: The historical context and themes of nonviolent resistance match the user's interest in impactful dramas with a strong message. Rank 9: Movie 3360 - Reason: While it has family and sports themes, the film's lighter tone may not align as closely with the user's preference for more serious and dramatic narratives. Rank 10: Movie 2642 - Reason: The comedic elements and lighter superhero narrative may not resonate as strongly with the user's interest in deeper, more dramatic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.) Movie 230:Dolores Claiborne (Genres: Crime, Drama, Mystery; Language: en; Overview: Dolores faces new murder charges; daughter covers the unfolding drama.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.) Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.) Movie 3107:Backdraft (Genres: Action, Crime, Drama, Mystery, Thriller; Language: en; Overview: Firemen brothers clash while stopping a dangerous arsonist in Chicago.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 2378:Police Academy (Genres: Comedy, Crime; Language: en; Overview: New rules allow anyone to join police; Mahoney faces challenges.), Movie 3555:U-571 (Genres: Action, Drama, Thriller, War; Language: en; Overview: Allies seize opportunity to capture Enigma after U-boat SOS.), Movie 2016:The Apple Dumpling Gang Rides Again (Genres: Comedy, Family, Western; Language: en; Overview: Amos and Theodore face comic trouble in army supply theft.), Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 2058:The Negotiator (Genres: Action, Adventure, Crime, Drama, Mystery, Thriller; Language: en; Overview: Hostage negotiator takes office hostage to prove conspiracy innocence.), Movie 1440:Amos & Andrew (Genres: Action, Comedy; Language: en; Overview: Writer mistaken for burglar; police offer thief a deal.), Movie 1719:The Sweet Hereafter (Genres: Drama; Language: en; Overview: Bus accident devastates Canadian town; lawyer's help complicates healing.), Movie 3262:Twin Peaks: Fire Walk with Me (Genres: Drama, Mystery; Language: en; Overview: FBI agent disappears; murder mystery unfolds in eerie Twin Peaks.), Movie 801:Harriet the Spy (Genres: Comedy, Drama, Family; Language: en; Overview: Girl's secret spy notebook causes trouble; can she regain friends?) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1840 - Reason: The themes of family dynamics and personal sacrifice resonate with the user's interest in character-driven narratives, similar to "Sense and Sensibility." Rank 3: Movie 3555 - Reason: The historical context and intense drama in a wartime setting appeal to the user's appreciation for serious, impactful storytelling as seen in "Saving Private Ryan." Rank 4: Movie 3262 - Reason: The eerie atmosphere and mystery elements connect with the user's enjoyment of dramatic and suspenseful narratives like "Dolores Claiborne." Rank 5: Movie 1719 - Reason: The emotional depth and exploration of tragedy mirror the user's interest in dramatic stories, akin to "Nixon" and "The Sweet Hereafter." Rank 6: Movie 801 - Reason: The blend of comedy and family themes aligns with the user's enjoyment of light-hearted yet meaningful stories like "Toy Story." Rank 7: Movie 2058 - Reason: The intense drama and crime elements resonate with the user's interest in thrillers and moral dilemmas, similar to "Donnie Brasco." Rank 8: Movie 1440 - Reason: The comedic elements may not align with the user's preference for more serious narratives, as seen in their history of favored films. Rank 9: Movie 2378 - Reason: The slapstick humor and light-hearted approach may not appeal to the user's taste for deeper, more dramatic storytelling. Rank 10: Movie 2016 - Reason: The film's simplistic humor and family-friendly plot might not resonate with the user's preference for more complex narratives found in their watched movies.

Rank 1: Movie 2378 - Reason: This comedy offers a lighthearted take on crime and law enforcement, appealing to the user's enjoyment of humor in films like Toy Story and Jerry Maguire. Rank 2: Movie 3262 - Reason: The mystery and drama elements in this film align with the user's interest in complex narratives, similar to Nixon and Dolores Claiborne. Rank 3: Movie 801 - Reason: This film's blend of comedy and family themes resonates with the user's love for family-oriented stories like Toy Story. Rank 4: Movie 2016 - Reason: The comedic and family-friendly nature of this western aligns with the user's preference for light-hearted narratives. Rank 5: Movie 3555 - Reason: The action and war themes in this film connect with the user's interest in intense drama and historical narratives, as seen in Saving Private Ryan. Rank 6: Movie 1840 - Reason: The father-son dynamic and themes of redemption in this drama resonate with the user's appreciation for emotional storytelling, similar to Sense and Sensibility. Rank 7: Movie 1653 - Reason: The science fiction and thriller aspects of this film match the user's taste for thought-provoking and complex narratives, akin to Donnie Brasco. Rank 8: Movie 1440 - Reason: This action-comedy features mistaken identity, which may not strongly align with the user's preference for more serious narratives. Rank 9: Movie 1719 - Reason: The heavy themes of tragedy and loss may not appeal to the user, who prefers more uplifting or comedic films. Rank 10: Movie 2058 - Reason: The intense drama and crime elements may not resonate with the user, who leans towards lighter or more family-oriented stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.) Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 2357:Central Station (Genres: Drama; Language: pt; Overview: A teacher helps a boy find his unknown father after loss.), Movie 2746:Little Shop of Horrors (Genres: Horror, Comedy, Music; Language: en; Overview: Nerdy orphan Seymour discovers a bloodthirsty plant, Audrey II.), Movie 2614:Chopping Mall (Genres: Horror, Science Fiction; Language: en; Overview: Teenagers trapped in mall fight malfunctioning security robots overnight.), Movie 1890:Little Boy Blue (Genres: Drama, Thriller; Language: en; Overview: Rural Texas family struggles with abuse, secrets, and suspicion.), Movie 2598:Pushing Tin (Genres: Comedy, Drama; Language: en; Overview: Two competitive air traffic controllers push boundaries in thrilling rivalry.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 2279:Urban Legend (Genres: Horror, Thriller; Language: en; Overview: Campus killer turns urban legends into deadly reality; panic ensues.), Movie 75:Big Bully (Genres: Comedy, Family; Language: en; Overview: Writer confronts childhood bully, reliving past pain and torment.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 507:A Perfect World (Genres: Crime, Drama, Thriller; Language: en; Overview: A kidnapped boy befriends his convict captor while escaping.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3105 - Reason: The emotional depth and transformative journey in this drama resonate with the user's appreciation for character-driven stories, similar to their interest in "Jerry Maguire." Rank 2: Movie 25 - Reason: The complex relationship between the characters and the exploration of addiction aligns with the user's interest in intense, dramatic narratives like "Interview with the Vampire." Rank 3: Movie 2614 - Reason: The blend of horror and science fiction with a unique premise appeals to the user's taste for thrilling and unconventional stories, reminiscent of "Natural Born Killers." Rank 4: Movie 2279 - Reason: The tension and psychological elements in this horror-thriller match the user's preference for suspenseful narratives, similar to "Clear and Present Danger." Rank 5: Movie 1890 - Reason: The focus on family struggles and dark secrets aligns with the user's interest in dramatic themes, akin to "Boogie Nights." Rank 6: Movie 2746 - Reason: The mix of horror and comedy, along with a quirky storyline, could intrigue the user, reflecting their enjoyment of unique narratives like "Toy Story." Rank 7: Movie 2357 - Reason: The emotional journey of the characters and themes of loss resonate with the user's appreciation for heartfelt dramas, similar to "Awakenings." Rank 8: Movie 507 - Reason: The crime and drama elements combined with a unique friendship might not fully align with the user's preferences, which lean more towards lighter themes. Rank 9: Movie 75 - Reason: The comedic aspects may not appeal as strongly to the user, who seems to favor more dramatic and thought-provoking narratives. Rank 10: Movie 2598 - Reason: The competitive nature of the story may lack the emotional depth that the user typically enjoys in their movie choices.

Rank 1: Movie 2279 - Reason: This movie combines horror and thriller elements, appealing to the user's interest in intense narratives as seen in "Interview with the Vampire" and "Natural Born Killers." Rank 2: Movie 2614 - Reason: The blend of horror and science fiction with a survival theme resonates with the user's taste for thrilling and suspenseful stories, similar to "Jurassic Park." Rank 3: Movie 25 - Reason: The romantic drama set in a challenging environment aligns with the user's appreciation for character-driven stories, as seen in "Jerry Maguire" and "Leaving Las Vegas." Rank 4: Movie 2357 - Reason: This drama about personal connections and loss reflects the emotional depth found in the user's preferred films like "Boogie Nights" and "The Last Days of Disco." Rank 5: Movie 2746 - Reason: The mix of horror, comedy, and musical elements offers a unique storytelling style that may intrigue the user, similar to their enjoyment of animated and family films like "Toy Story." Rank 6: Movie 3105 - Reason: The transformative medical drama aligns with the user's interest in character development and emotional storytelling, akin to "Jerry Maguire" and "Awakenings." Rank 7: Movie 507 - Reason: This crime drama involves complex relationships and moral dilemmas, appealing to the user's taste for layered narratives as seen in "Clear and Present Danger." Rank 8: Movie 2598 - Reason: The competitive and comedic elements in this film reflect the user's enjoyment of character dynamics in comedies like "Jerry Maguire" and "Big Bully." Rank 9: Movie 75 - Reason: While it features comedy and family themes, the focus on childhood bullying may not resonate as strongly with the user’s preferred genres of drama and thriller. Rank 10: Movie 1890 - Reason: This rural drama with themes of abuse and suspicion might be too heavy and dark compared to the user's preference for more uplifting or adventurous narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 266:Legends of the Fall (Genres: Adventure, Drama, Romance, War; Language: en; Overview: Three brothers and father navigate life, love, and nature's challenges.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) There are 10 Candidates for recommendation: Movie 1667:Mad City (Genres: Action, Drama, Thriller; Language: en; Overview: Guard loses job, seeks it back violently, enters chaotic TV world.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 310:Rent-a-Kid (Genres: Comedy, Family, TV Movie; Language: en; Overview: Harry rents babies from an orphanage to local families.), Movie 1567:The Last Time I Committed Suicide (Genres: Drama; Language: en; Overview: Neal Cassady grapples with love, happiness, and personal escape.), Movie 2817:Iron Eagle III (Genres: Action, Thriller; Language: en; Overview: Chappy uncovers drug smuggling, saves villagers using vintage planes.), Movie 245:The Glass Shield (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Rookie officer J.J. faces racial tensions and police corruption challenges.), Movie 3556:The Virgin Suicides (Genres: Drama, Romance; Language: en; Overview: Male friends obsess over five sheltered sisters from strict parents.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 25 - Reason: The film explores deep emotional connections and complex relationships, resonating with the user's appreciation for dramatic and romantic narratives. Rank 2: Movie 3105 - Reason: This movie's transformative themes and emotional depth align with the user's interest in character-driven stories, similar to those in their history. Rank 3: Movie 2291 - Reason: The blend of fantasy and romance in this film mirrors the user's enjoyment of imaginative storytelling and emotional depth found in movies like "Interview with the Vampire." Rank 4: Movie 562 - Reason: The coming-of-age story and social challenges faced by the protagonist reflect the user's interest in character struggles and family dynamics. Rank 5: Movie 1567 - Reason: This film's exploration of love and personal struggles connects with the user's preference for introspective and dramatic narratives. Rank 6: Movie 1667 - Reason: The chaotic and intense situation in this movie aligns with the user's interest in action and drama, reminiscent of their enjoyment of "Clear and Present Danger." Rank 7: Movie 310 - Reason: The comedic and family-oriented premise resonates with the user's enjoyment of light-hearted narratives, similar to "Toy Story." Rank 8: Movie 2817 - Reason: The action and adventure elements in this film may appeal to the user's taste for thrilling narratives, although it may not be as nuanced as their preferred films. Rank 9: Movie 245 - Reason: While this movie addresses serious themes, its focus on police corruption may not resonate as strongly with the user's preference for more personal and emotional stories. Rank 10: Movie 3556 - Reason: The film's darker themes and focus on obsession might not align with the user's preference for uplifting or more straightforward romantic narratives.

Rank 1: Movie 3556 - Reason: The film explores themes of obsession and the complexities of young love, resonating with the user's appreciation for deep emotional narratives as seen in "The Bridges of Madison County." Rank 2: Movie 2817 - Reason: This action-packed film features a strong protagonist taking on challenges, appealing to the user's taste for thrilling and adventurous stories, similar to "Clear and Present Danger." Rank 3: Movie 310 - Reason: The comedic and family-oriented premise of renting babies aligns with the user's interest in light-hearted family stories like "Toy Story." Rank 4: Movie 245 - Reason: The film's focus on social issues and personal struggles reflects the user's preference for dramatic narratives that tackle serious themes, akin to "Legends of the Fall." Rank 5: Movie 562 - Reason: This coming-of-age story about bullying and neglect resonates with the user's appreciation for character-driven dramas, similar to "Jerry Maguire." Rank 6: Movie 3105 - Reason: The transformative journey of the characters through medical experimentation aligns with the user's interest in profound, life-altering experiences, as seen in "Apollo 13." Rank 7: Movie 2291 - Reason: The fantastical elements and exploration of isolation in "Edward Scissorhands" connect with the user's taste for unique and imaginative storytelling, reminiscent of "Interview with the Vampire." Rank 8: Movie 1567 - Reason: This introspective drama about love and personal struggles may not align strongly with the user's preference for more upbeat or action-oriented films. Rank 9: Movie 25 - Reason: The darker themes of addiction and despair in "Leaving Las Vegas" might not resonate with the user's inclination towards more uplifting or family-friendly narratives. Rank 10: Movie 1667 - Reason: The chaotic and violent nature of "Mad City" may be less appealing to the user, who seems to prefer films with stronger emotional or romantic elements.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 3528:The Prince of Tides (Genres: Drama, Romance; Language: en; Overview: Man discusses family issues with sister's psychiatrist and falls in love.) There are 10 Candidates for recommendation: Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.), Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.), Movie 1040:The Secret Agent (Genres: Drama, Thriller; Language: en; Overview: Verloc's betrayal triggers tragedy involving his wife, brother, and explosives expert.), Movie 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.), Movie 1132:Manon of the Spring (Genres: Drama; Language: fr; Overview: Manon seeks revenge against those responsible for her father's death.), Movie 1914:Smoke Signals (Genres: Drama, Comedy; Language: en; Overview: Thomas helps Victor retrieve his father's remains after Arnold's death.), Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3186 - Reason: This movie explores deep psychological themes, mirroring the user's interest in character-driven dramas like "Good Will Hunting" and "Nixon." Rank 2: Movie 3105 - Reason: The transformative journey of the characters resonates with the user's appreciation for emotional and dramatic narratives found in their favorites. Rank 3: Movie 1653 - Reason: The complex themes of identity and societal expectations align with the user's taste for thought-provoking stories, similar to "Nixon" and "Gattaca." Rank 4: Movie 515 - Reason: The blend of romance and drama, set against historical backdrops, connects with the user's enjoyment of character relationships in films like "Sense and Sensibility." Rank 5: Movie 1914 - Reason: The coming-of-age story with cultural themes reflects the user's appreciation for character development and emotional depth, akin to "Good Will Hunting." Rank 6: Movie 1040 - Reason: The tension and betrayal elements appeal to the user's interest in crime and drama, similar to their enjoyment of "Face/Off" and "Cop Land." Rank 7: Movie 1132 - Reason: The revenge narrative and emotional stakes resonate with the user's preference for intense dramas, paralleling their interest in films like "Boogie Nights." Rank 8: Movie 628 - Reason: The legal drama and mystery elements may not align as closely with the user's preferred genres, which lean more towards character-driven narratives. Rank 9: Movie 164 - Reason: The mystery aspect may not fully engage the user, as their history shows a stronger preference for character-focused dramas rather than straightforward mysteries. Rank 10: Movie 3809 - Reason: The comedic tone and lightheartedness may not resonate with the user's preference for more serious and dramatic narratives seen in their favorite films.

Rank 1: Movie 3809 - Reason: The comedic elements and character dynamics in this film may appeal to the user's appreciation for character-driven narratives, as seen in their history with films like "Good Will Hunting." Rank 2: Movie 1132 - Reason: This film's themes of revenge and personal struggle resonate with the user's interest in dramatic stories that explore deep emotional conflicts, similar to "Nixon" and "The Prince of Tides." Rank 3: Movie 515 - Reason: The exploration of love and societal issues in this film aligns with the user's preference for romantic dramas, as reflected in their enjoyment of "Sense and Sensibility." Rank 4: Movie 628 - Reason: The intricate legal and moral dilemmas in this thriller match the user's taste for complex narratives, akin to their interest in "Face/Off" and "Cop Land." Rank 5: Movie 1040 - Reason: The themes of betrayal and tragedy in this drama connect with the user's appreciation for intense emotional storytelling, similar to "Nixon." Rank 6: Movie 3186 - Reason: The exploration of mental health and personal struggles in this film aligns with the user's interest in character-driven dramas, as seen in "Good Will Hunting." Rank 7: Movie 1914 - Reason: This film's blend of drama and comedy, along with its focus on personal relationships, may appeal to the user's preference for heartfelt narratives, similar to "Groundhog Day." Rank 8: Movie 3105 - Reason: The transformative power of medicine and personal redemption in this story resonates with the user's interest in uplifting dramas, akin to "Good Will Hunting." Rank 9: Movie 164 - Reason: The mystery and danger elements may not align with the user's predominant interest in character-driven dramas and romance, as seen in their history. Rank 10: Movie 1653 - Reason: The science fiction and eugenics themes in this film may not resonate with the user's preferences for more grounded, character-focused narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 265:Like Water for Chocolate (Genres: Drama, Romance; Language: es; Overview: Tita's love for Pedro leads her to emotional cooking.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.) Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.) Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.) Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.) There are 10 Candidates for recommendation: Movie 1162:The Ruling Class (Genres: Drama, Comedy; Language: en; Overview: Lord dies oddly; son believes he's Jesus; family schemes murder.), Movie 615:Bread and Chocolate (Genres: Comedy, Foreign; Language: it; Overview: Italian immigrant struggles for acceptance, endures hardships, and resists identity.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2673:Eternity and a Day (Genres: Drama; Language: el; Overview: Ill writer Alexander meets an Albanian boy and takes him home.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 1295:The Unbearable Lightness of Being (Genres: Comedy, Romance; Language: en; Overview: Surgeon Tomas pursues Tereza, navigating love and infidelity during upheaval.), Movie 1728:The Winter Guest (Genres: Drama; Language: en; Overview: Interactions among characters revolve around a symbolic frozen sea.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3105 - Reason: This movie explores profound emotional transformations, aligning with the user's appreciation for deep, character-driven dramas like "Like Water for Chocolate." Rank 2: Movie 1653 - Reason: The themes of identity and societal constraints resonate with the user's interest in thought-provoking narratives, similar to "Natural Born Killers." Rank 3: Movie 2291 - Reason: The blend of fantasy and romance in this film connects with the user's enjoyment of whimsical love stories, as seen in "Chasing Amy." Rank 4: Movie 527 - Reason: The historical drama and moral complexity reflect the user's taste for impactful storytelling, akin to "The People vs. Larry Flynt." Rank 5: Movie 562 - Reason: The coming-of-age themes and social struggles mirror the user's interest in character-driven stories like "The Last Days of Disco." Rank 6: Movie 1728 - Reason: The introspective nature and interpersonal dynamics align with the user's preference for nuanced dramas, similar to "Deconstructing Harry." Rank 7: Movie 1162 - Reason: The blend of dark comedy and drama resonates with the user's enjoyment of films that challenge societal norms, as seen in "Natural Born Killers." Rank 8: Movie 615 - Reason: The immigrant experience and struggles for acceptance connect with the user's appreciation for character-focused narratives, like "Shakespeare in Love." Rank 9: Movie 1295 - Reason: While it offers romance and comedy, its philosophical undertones may not fully align with the user's preference for more dramatic narratives. Rank 10: Movie 2673 - Reason: The film's slower pacing and existential themes might not resonate as strongly with the user's preference for more engaging and dynamic stories.

Rank 1: Movie 1295 - Reason: The exploration of love and infidelity in a dramatic context resonates with the user's interest in romantic and emotional storytelling as seen in "Like Water for Chocolate." Rank 2: Movie 527 - Reason: The historical drama and moral complexities of Schindler's actions align with the user's appreciation for impactful narratives, similar to "The People vs. Larry Flynt." Rank 3: Movie 3105 - Reason: The transformative power of human connection in a dramatic setting appeals to the user's taste for deep emotional stories, akin to "Awakenings." Rank 4: Movie 1653 - Reason: The themes of identity and societal constraints in a science fiction context match the user's interest in thought-provoking narratives, as seen in "Gattaca." Rank 5: Movie 2291 - Reason: The blend of fantasy and romance in Edward's story reflects the user's enjoyment of unique love stories, similar to "Chasing Amy." Rank 6: Movie 1728 - Reason: The introspective drama and character interactions in a serene setting might not strongly resonate with the user's preference for more dynamic storytelling. Rank 7: Movie 1162 - Reason: The dark humor and satirical take on societal norms may not align perfectly with the user's typical interests in more straightforward dramas or romances. Rank 8: Movie 2673 - Reason: The slow-paced narrative and existential themes may not appeal to the user's preference for more engaging and fast-paced stories, as seen in "Run Lola Run." Rank 9: Movie 562 - Reason: The focus on bullying and adolescent struggles may not resonate as much with the user's preference for romantic and dramatic narratives. Rank 10: Movie 615 - Reason: The immigrant experience and comedic elements might not align with the user's interest in more serious or romantic themes, as seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 230:Dolores Claiborne (Genres: Crime, Drama, Mystery; Language: en; Overview: Dolores faces new murder charges; daughter covers the unfolding drama.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 265:Like Water for Chocolate (Genres: Drama, Romance; Language: es; Overview: Tita's love for Pedro leads her to emotional cooking.) Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 3528:The Prince of Tides (Genres: Drama, Romance; Language: en; Overview: Man discusses family issues with sister's psychiatrist and falls in love.) There are 10 Candidates for recommendation: Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 2033:The Black Cauldron (Genres: Animation; Language: en; Overview: Taran must rescue Hen Wen from the evil Horned King.), Movie 3837:Phantasm II (Genres: Action, Horror, Science Fiction, Thriller; Language: en; Overview: Mike and Reggie hunt the Tall Man, seeking a mysterious girl.), Movie 2945:Mike's Murder (Genres: Drama, Mystery, Thriller; Language: en; Overview: Betty investigates her coach's death, uncovering the drug underworld.), Movie 182:Moonlight and Valentino (Genres: Comedy, Drama, Romance; Language: en; Overview: Four women find strength by embracing unity and letting go.), Movie 2477:Firewalker (Genres: Action, Adventure, Comedy; Language: en; Overview: Adventurers seek ancient treasure from Aztec, Mayan, Egyptian, Apache horde.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 696:Butterfly Kiss (Genres: Crime, Drama, Romance, Thriller; Language: en; Overview: Eunice searches for Judith; Miriam becomes entangled in chaos.), Movie 2830:Cabaret Balkan (Genres: Drama; Language: sr; Overview: Mid-nineties Belgrade: interconnected stories explore brutality, violence, accountability.), Movie 245:The Glass Shield (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Rookie officer J.J. faces racial tensions and police corruption challenges.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 562 - Reason: The film's exploration of bullying and neglect in a coming-of-age context resonates with the user's interest in character-driven dramas, similar to "What's Eating Gilbert Grape." Rank 2: Movie 25 - Reason: The complex relationship between an alcoholic and a prostitute reflects the user's appreciation for deep, emotional narratives like "Leaving Las Vegas." Rank 3: Movie 696 - Reason: The intertwining of crime and romance aligns with the user's taste for dark, intricate stories as seen in "Natural Born Killers." Rank 4: Movie 3837 - Reason: The combination of horror and sci-fi elements appeals to the user's interest in genre-blending narratives, reminiscent of "Interview with the Vampire." Rank 5: Movie 245 - Reason: The themes of racial tensions and police corruption echo the user's preference for intense dramas like "The People vs. Larry Flynt." Rank 6: Movie 2033 - Reason: This animated film offers a fantasy adventure that may appeal to the user's enjoyment of animated storytelling as seen in "Toy Story." Rank 7: Movie 182 - Reason: The focus on female empowerment and unity in relationships aligns with the user's interest in emotional and romantic narratives like "Like Water for Chocolate." Rank 8: Movie 2945 - Reason: The mystery and investigation elements may not resonate as strongly with the user, who prefers more character-focused stories. Rank 9: Movie 2830 - Reason: The film's exploration of brutality and violence in a post-war context may feel too heavy or disconnected from the user's preferred emotional narratives. Rank 10: Movie 2477 - Reason: The action-adventure theme may not align with the user's preference for more character-driven and emotional stories.

Rank 1: Movie 25 - Reason: The film's exploration of a deep, unconventional romance aligns with the user's appreciation for complex emotional narratives like "What's Eating Gilbert Grape" and "Leaving Las Vegas." Rank 2: Movie 182 - Reason: The themes of friendship and unity among women resonate with the user's interest in character-driven stories, similar to "Jerry Maguire" and "The Prince of Tides." Rank 3: Movie 2033 - Reason: As an animated film, it appeals to the user's enjoyment of animation, akin to "Toy Story," while also offering a fantasy adventure. Rank 4: Movie 696 - Reason: The intertwining of crime and romance mirrors the user's interest in darker, dramatic narratives, similar to "Natural Born Killers" and "Dolores Claiborne." Rank 5: Movie 2945 - Reason: The mystery and investigation elements align with the user's preference for dramatic and suspenseful stories, as seen in "Interview with the Vampire." Rank 6: Movie 3837 - Reason: The horror and thriller aspects may not align as closely with the user's typical preferences, which lean more towards drama and romance. Rank 7: Movie 245 - Reason: The focus on social issues and personal struggles reflects the user's interest in character-driven dramas, similar to "The People vs. Larry Flynt." Rank 8: Movie 562 - Reason: The coming-of-age theme and social challenges faced by a young protagonist resonate with the user's appreciation for relatable, character-focused stories like "What's Eating Gilbert Grape." Rank 9: Movie 2477 - Reason: The action and adventure elements may not strongly connect with the user's preference for more emotional and dramatic narratives. Rank 10: Movie 2830 - Reason: The film's heavy themes of brutality and violence may not align well with the user's interest in more uplifting or romantic stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.) Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.) Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.) Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) Movie 3528:The Prince of Tides (Genres: Drama, Romance; Language: en; Overview: Man discusses family issues with sister's psychiatrist and falls in love.) There are 10 Candidates for recommendation: Movie 3171:Room at the Top (Genres: Romance, Drama; Language: en; Overview: Ambitious Joe Lampton seeks success and love in Yorkshire.), Movie 3865:The Original Kings of Comedy (Genres: Comedy; Language: en; Overview: Captures live comedy magic of four iconic stand-up comedians.), Movie 257:Just Cause (Genres: Action, Drama, Mystery, Thriller; Language: en; Overview: Bobby Earl seeks help proving innocence; police dismiss new evidence.), Movie 2035:Blackbeard's Ghost (Genres: Fantasy, Comedy, Family; Language: en; Overview: Ustinov's ghost helps protect Lanchester from villains' casino scheme.), Movie 1826:Barney's Great Adventure (Genres: Family; Language: en; Overview: Kids chase colorful egg with Barney after it’s carted off.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 3763:F/X (Genres: Crime, Thriller, Action; Language: en; Overview: Special effects artist seeks revenge on double-crossing agents and gangster.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1840 - Reason: This film explores complex family dynamics and personal redemption, resonating with the user's appreciation for deep, character-driven dramas like "American History X" and "The People vs. Larry Flynt." Rank 2: Movie 1653 - Reason: The themes of ambition and societal constraints in a futuristic setting align with the user's interest in thought-provoking narratives, similar to "Jurassic Park" and "The Truman Show." Rank 3: Movie 25 - Reason: The poignant exploration of love and addiction mirrors the emotional depth found in the user's favored romantic dramas like "Jerry Maguire" and "The Prince of Tides." Rank 4: Movie 2291 - Reason: The blend of fantasy and romance in a unique narrative reflects the user's enjoyment of imaginative stories, akin to "The Postman" and "Edward Scissorhands." Rank 5: Movie 3865 - Reason: This comedy showcases the art of stand-up, appealing to the user's taste for humor seen in "Jerry Maguire" and "The Postman." Rank 6: Movie 2035 - Reason: The family-friendly fantasy elements and comedic undertones may not resonate as strongly with the user's preference for more serious narratives. Rank 7: Movie 257 - Reason: The film's focus on seeking justice and uncovering truth aligns with the user's interest in dramatic thrillers like "Patriot Games." Rank 8: Movie 3763 - Reason: The action and crime elements may be less appealing to the user, who tends to favor character-driven dramas over pure action narratives. Rank 9: Movie 1826 - Reason: The children's adventure and simple plot may not align with the user's preference for more mature themes and complex storytelling. Rank 10: Movie 3171 - Reason: The romantic ambition in a period setting may not resonate as much with the user, who prefers contemporary dramas with deeper emotional stakes.

Rank 1: Movie 2291 - Reason: This film combines fantasy, drama, and romance, appealing to the user's love for heartfelt stories and imaginative narratives as seen in their history. Rank 2: Movie 1840 - Reason: The father-son dynamic and themes of redemption resonate with the user's interest in deep, character-driven dramas like "American History X." Rank 3: Movie 3763 - Reason: This crime thriller features a strong revenge plot, aligning with the user's taste for intense and suspenseful narratives seen in "Patriot Games." Rank 4: Movie 3865 - Reason: The focus on comedy and the celebration of iconic stand-up comedians aligns with the user's enjoyment of humor in films like "Jerry Maguire." Rank 5: Movie 1826 - Reason: This family-friendly adventure features whimsical storytelling, which might appeal to the user's lighter side, similar to the charm in "The Postman." Rank 6: Movie 257 - Reason: The mystery and drama elements cater to the user's preference for complex narratives, reminiscent of the tension in "The People vs. Larry Flynt." Rank 7: Movie 25 - Reason: The themes of romance and personal struggle in a vibrant setting align with the user's appreciation for emotional depth, as seen in "Jerry Maguire." Rank 8: Movie 1653 - Reason: The science fiction and eugenics themes provide a thought-provoking narrative that may intrigue the user, similar to the philosophical aspects of "The Truman Show." Rank 9: Movie 3171 - Reason: While it features romance and drama, the film's more traditional storyline may not resonate as strongly with the user's preference for unique narratives. Rank 10: Movie 2035 - Reason: The light-hearted fantasy and comedic elements may not align with the user's interest in more serious and dramatic storytelling as seen in their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.) Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 266:Legends of the Fall (Genres: Adventure, Drama, Romance, War; Language: en; Overview: Three brothers and father navigate life, love, and nature's challenges.) Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.) Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.) Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.) Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.) There are 10 Candidates for recommendation: Movie 3289:Not One Less (Genres: Drama; Language: zh; Overview: Teacher Gao entrusts inexperienced Wei to protect his students' futures.), Movie 645:Nelly and Monsieur Arnaud (Genres: Drama, Romance; Language: fr; Overview: Nelly works for Arnaud, faces jealousy over her new romance.), Movie 338:Virtuosity (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: LETAC creates SID 6.7, a dangerous VR entity from killers.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.), Movie 1546:Schizopolis (Genres: Comedy; Language: en; Overview: Fletcher Munson is a passive worker at Eventualism self-help corporation.), Movie 3813:Interiors (Genres: Drama; Language: en; Overview: Dysfunctional family struggles under controlling matriarch until stranger arrives.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 3950:Tigerland (Genres: Drama, War; Language: en; Overview: Recruits undergo Advanced Infantry Training at Fort Polk before Vietnam.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 589 - Reason: This movie combines action, thriller, and science fiction elements, aligning strongly with the user's preference for intense and engaging narratives as seen in their history with films like "Apollo 13" and "Return of the Jedi." Rank 2: Movie 1653 - Reason: The themes of genetic engineering and personal struggle resonate with the user's interest in thought-provoking stories, similar to the psychological depth found in "American History X." Rank 3: Movie 562 - Reason: This film explores the challenges of adolescence and social isolation, akin to the emotional struggles depicted in "What's Eating Gilbert Grape," appealing to the user's taste for character-driven narratives. Rank 4: Movie 3950 - Reason: The focus on personal growth and the realities of war connects with the user's appreciation for dramatic storytelling, as seen in "Legends of the Fall" and "Apollo 13." Rank 5: Movie 645 - Reason: The romantic and dramatic elements mirror the user's interest in complex relationships, similar to their enjoyment of "The Postman" and "What's Eating Gilbert Grape." Rank 6: Movie 3813 - Reason: The exploration of family dynamics and personal conflict aligns with the user's preference for drama, reflecting themes present in "American History X." Rank 7: Movie 338 - Reason: The action and crime elements may appeal to the user's taste for thrilling narratives, although it diverges from their more character-focused preferences. Rank 8: Movie 3044 - Reason: The mystery and thriller aspects could intrigue the user, but it may lack the emotional depth found in their favored films like "Legends of the Fall." Rank 9: Movie 3289 - Reason: While it presents a compelling narrative, the cultural context and language may not resonate as strongly with the user compared to their other preferences. Rank 10: Movie 1546 - Reason: The unconventional comedy style might not align with the user's established taste for more serious and dramatic storytelling, making it less appealing.

Rank 1: Movie 338 - Reason: This movie combines action, crime, and science fiction elements, aligning strongly with the user's interest in thrilling narratives as seen in their history with "Pulp Fiction" and "Terminator 2: Judgment Day." Rank 2: Movie 3289 - Reason: The film's focus on a teacher's dedication and the emotional depth resonates with the user's appreciation for character-driven dramas like "What's Eating Gilbert Grape." Rank 3: Movie 645 - Reason: This romantic drama explores complex relationships and emotions, similar to the user's enjoyment of character-focused stories in "Legends of the Fall" and "Hilary and Jackie." Rank 4: Movie 589 - Reason: The action-packed storyline with a strong sci-fi element appeals to the user's taste for intense narratives, as seen in their preference for "Apollo 13" and "Return of the Jedi." Rank 5: Movie 1546 - Reason: This comedy's unique take on life and self-help aligns with the user's enjoyment of quirky narratives like "Deconstructing Harry." Rank 6: Movie 562 - Reason: The themes of bullying and adolescence in this film resonate with the user's interest in character struggles, akin to "What's Eating Gilbert Grape." Rank 7: Movie 3044 - Reason: The thriller aspect and mystery surrounding the characters' pasts align with the user's taste for complex narratives, similar to "Pulp Fiction." Rank 8: Movie 3813 - Reason: The exploration of family dynamics and emotional struggles may not strongly connect with the user's preference for more action-oriented or uplifting films. Rank 9: Movie 3950 - Reason: While it deals with war and drama, the military focus might not resonate as much with the user's preference for personal stories and character-driven plots. Rank 10: Movie 1653 - Reason: The themes of eugenics and societal issues may not align with the user's preference for more straightforward narratives seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 266:Legends of the Fall (Genres: Adventure, Drama, Romance, War; Language: en; Overview: Three brothers and father navigate life, love, and nature's challenges.) Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.) Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.) Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.) Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.) Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.) Movie 3528:The Prince of Tides (Genres: Drama, Romance; Language: en; Overview: Man discusses family issues with sister's psychiatrist and falls in love.) There are 10 Candidates for recommendation: Movie 54:The Big Green (Genres: Action, Adventure, Comedy, Family; Language: en; Overview: British teacher inspires depressed Texas kids through soccer and teamwork.), Movie 1677:Critical Care (Genres: Comedy, Drama; Language: en; Overview: Resident navigates family conflict over father's care and estate.), Movie 1011:Herbie Rides Again (Genres: Romance, Comedy, Family, Fantasy; Language: en; Overview: Living Volkswagen Beetle aids elderly woman against corrupt developer's plans.), Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.), Movie 697:Feeling Minnesota (Genres: Action, Comedy, Drama, Thriller; Language: en; Overview: Married man’s wife loves brother; tension escalates with threats.), Movie 1507:Paradise Road (Genres: War, Drama, History; Language: en; Overview: Women in WWII POW camp form orchestra to survive adversity.), Movie 1542:Brassed Off (Genres: Comedy, Romance, Drama; Language: en; Overview: Brass band seeks hope; woman musician inspires them to compete.), Movie 2340:Meet Joe Black (Genres: Fantasy, Drama, Mystery; Language: en; Overview: Death offers Bill Parrish extra days in trade for companionship.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 562 - Reason: The exploration of adolescent struggles and social dynamics resonates with the user's interest in character-driven narratives, similar to themes in "Jerry Maguire." Rank 3: Movie 2340 - Reason: The blend of fantasy and drama with a unique premise about death offers a thought-provoking narrative that aligns with the user's appreciation for deep storytelling. Rank 4: Movie 1046 - Reason: This romantic coming-of-age story explores themes of identity and love, which mirrors the user's interest in romance and character development. Rank 5: Movie 697 - Reason: The mix of action and comedy with a focus on complicated relationships aligns with the user's taste for drama and tension, as seen in "Clear and Present Danger." Rank 6: Movie 54 - Reason: The inspirational story about teamwork and growth in a family-friendly context appeals to the user's preference for uplifting narratives, similar to "The Big Green." Rank 7: Movie 1011 - Reason: The whimsical and comedic elements combined with a light-hearted romance cater to the user's enjoyment of family-friendly stories, akin to "Groundhog Day." Rank 8: Movie 1542 - Reason: The themes of hope and community through music resonate with the user's appreciation for emotional depth in storytelling, similar to "The Prince of Tides." Rank 9: Movie 1677 - Reason: While it contains comedic elements, the focus on family conflict and care may not align as closely with the user's preferred genres of adventure and romance. Rank 10: Movie 1507 - Reason: The historical war context may not appeal as much to the user, who seems to favor more contemporary and character-focused narratives.

Rank 1: Movie 1011 - Reason: This movie combines romance and comedy with a whimsical fantasy element, appealing to the user's appreciation for light-hearted narratives as seen in "Groundhog Day" and "Jerry Maguire." Rank 2: Movie 1677 - Reason: The blend of comedy and drama in this film resonates with the user's interest in character-driven stories, similar to "Jerry Maguire" and "Deconstructing Harry." Rank 3: Movie 1542 - Reason: This film's themes of hope and romance in a community setting align with the user's affinity for heartfelt stories like "Legends of the Fall" and "The Prince of Tides." Rank 4: Movie 1653 - Reason: The exploration of identity and societal challenges through a science fiction lens matches the user's interest in thought-provoking narratives, akin to "Gattaca." Rank 5: Movie 697 - Reason: The mix of action, comedy, and drama with complex relationships reflects the user's enjoyment of layered storytelling seen in "Clear and Present Danger" and "Cop Land." Rank 6: Movie 1046 - Reason: This film's exploration of young love and self-discovery resonates with the user's interest in romantic narratives, similar to "Jerry Maguire" and "Beautiful Thing." Rank 7: Movie 2340 - Reason: The fantasy element intertwined with a dramatic narrative offers a unique perspective on life and death, which may appeal to the user's taste for deeper themes as seen in "Groundhog Day." Rank 8: Movie 54 - Reason: While it has elements of adventure and comedy, the family-oriented theme may not align as closely with the user's preference for more serious narratives like "Clear and Present Danger." Rank 9: Movie 562 - Reason: This film's focus on bullying and adolescent struggles may not resonate as strongly with the user, who seems to prefer more mature themes in their viewing history. Rank 10: Movie 1507 - Reason: The historical war drama aspect may not align with the user's primary interest in romance and character-driven stories, making it less appealing compared to their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.) Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.) Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.) There are 10 Candidates for recommendation: Movie 3751:Chicken Run (Genres: Animation, Comedy, Family; Language: en; Overview: Rocky and Ginger lead chickens to escape oppressive farm owners.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 1040:The Secret Agent (Genres: Drama, Thriller; Language: en; Overview: Verloc's betrayal triggers tragedy involving his wife, brother, and explosives expert.), Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 2403:First Blood (Genres: Action, Adventure, Thriller, War; Language: en; Overview: Rambo fights back against harassment, using guerilla tactics to escape.), Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 562 - Reason: The film's exploration of adolescent struggles and social dynamics resonates with the user's interest in character-driven narratives, similar to "Chasing Amy." Rank 3: Movie 3105 - Reason: The emotional depth and transformative experiences in this drama connect with the user's appreciation for poignant storytelling found in "What's Eating Gilbert Grape." Rank 4: Movie 25 - Reason: The exploration of a troubled romance in a challenging environment aligns with the user's interest in character relationships, as seen in "Leaving Las Vegas." Rank 5: Movie 3186 - Reason: The psychological themes of mental health and personal struggles reflect the user's taste for deep, character-focused dramas like "Girl, Interrupted." Rank 6: Movie 589 - Reason: The action-packed narrative combined with a strong emotional core appeals to the user's enjoyment of thrilling yet meaningful stories, similar to "Donnie Brasco." Rank 7: Movie 527 - Reason: The historical significance and emotional weight of this film resonate with the user's interest in impactful dramas, akin to "The People vs. Larry Flynt." Rank 8: Movie 1040 - Reason: The intricate plot and themes of betrayal may not align closely with the user's preferences for more straightforward character-driven stories. Rank 9: Movie 3751 - Reason: While entertaining, the animated format may not appeal as much to the user's preference for live-action narratives seen in their history. Rank 10: Movie 2403 - Reason: The action-heavy focus and military themes may not resonate as strongly with the user's inclination towards character-driven dramas and romances.

Rank 1: Movie 2403 - Reason: This action-packed thriller features a strong protagonist fighting against overwhelming odds, appealing to the user's interest in intense, character-driven narratives like "Donnie Brasco" and "Cop Land." Rank 2: Movie 1653 - Reason: The exploration of eugenics and personal ambition in a dystopian future aligns with the user's appreciation for thought-provoking science fiction, as seen in "Face/Off." Rank 3: Movie 3105 - Reason: The emotional depth and transformative journey of the characters resonate with the user's preference for dramatic stories that explore human connections, similar to "What's Eating Gilbert Grape." Rank 4: Movie 562 - Reason: This film's focus on the struggles of adolescence and social isolation mirrors the user's interest in character-driven dramas like "Chasing Amy." Rank 5: Movie 589 - Reason: The combination of action and a strong narrative about survival and protection aligns with the user's enjoyment of thrilling plots, as seen in "Face/Off." Rank 6: Movie 1040 - Reason: The tension and moral complexities of betrayal and tragedy appeal to the user's taste for dramatic narratives, similar to "The People vs. Larry Flynt." Rank 7: Movie 25 - Reason: The exploration of addiction and unconventional relationships aligns with the user's interest in complex emotional stories, akin to "Leaving Las Vegas." Rank 8: Movie 527 - Reason: While this film is a powerful historical drama, its animated format may not resonate as strongly with the user's preference for live-action narratives. Rank 9: Movie 3186 - Reason: The focus on mental health and institutional struggles may feel less engaging compared to the user's preferred narratives centered on action and romance. Rank 10: Movie 3751 - Reason: Although it has comedic elements, the family-friendly animation might not align with the user's preference for more serious, adult themes in their movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 14:Nixon (Genres: History, Drama; Language: en; Overview: Nixon's life: a struggle with power, turmoil, and Watergate scandal.) Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.) Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.) Movie 524:Rudy (Genres: Drama; Language: en; Overview: Rudy, small and unskilled, dreams of playing football at Notre Dame.) Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.) Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.) Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.) Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.) There are 10 Candidates for recommendation: Movie 2:Jumanji (Genres: Adventure, Fantasy, Family; Language: en; Overview: Siblings play enchanted game, freeing trapped adult and facing danger.), Movie 3201:Five Easy Pieces (Genres: Drama; Language: en; Overview: Upper-class dropout works on oil rigs, navigating bars and motels.), Movie 813:Larger Than Life (Genres: Family, Comedy; Language: en; Overview: Motivational speaker inherits elephant, learns life lessons, finds love.), Movie 2793:An American Werewolf in Paris (Genres: Horror, Comedy; Language: en; Overview: American man unknowingly entangled with werewolves using transformation serum.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 3368:The Big Country (Genres: Drama, Western, Romance; Language: en; Overview: Retired Captain McKay faces conflict over land and marriage.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 2796:Funny Farm (Genres: Comedy; Language: en; Overview: Chevy Chase's character faces comedic disasters in a quirky town.), Movie 2740:The Kindred (Genres: Horror, Science Fiction; Language: en; Overview: Amanda's last wish: destroy notes; reveal brother; shocking discoveries follow.), Movie 391:Jason's Lyric (Genres: Crime, Drama, Romance; Language: en; Overview: Young man confronts fears about love, family, and friendships.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 527 - Reason: This movie presents a powerful historical narrative about moral courage and sacrifice, aligning with the user's interest in impactful dramas like Nixon and American History X. Rank 2: Movie 3368 - Reason: The themes of conflict and personal relationships in a dramatic Western resonate with the user's appreciation for character-driven stories, similar to Sense and Sensibility. Rank 3: Movie 3201 - Reason: This film's exploration of identity and societal expectations connects with the user's taste for deep, character-focused dramas seen in What's Eating Gilbert Grape. Rank 4: Movie 2740 - Reason: The horror and science fiction elements combined with a personal story may intrigue the user, offering a unique twist on family and discovery themes. Rank 5: Movie 391 - Reason: This film's exploration of love, family, and personal struggles aligns with the user's interest in romantic dramas like What's Eating Gilbert Grape. Rank 6: Movie 541 - Reason: The dystopian setting and complex themes of humanity resonate with the user's preference for thought-provoking narratives, similar to Nixon and American History X. Rank 7: Movie 813 - Reason: While this family comedy offers life lessons, it may not align closely with the user's preference for more serious, dramatic narratives. Rank 8: Movie 2793 - Reason: The horror-comedy blend may not appeal to the user, who seems to prefer more grounded, dramatic stories rather than fantastical elements. Rank 9: Movie 2796 - Reason: The light-hearted comedic approach may not resonate with the user's preference for deeper, more serious themes in their movie choices. Rank 10: Movie 2 - Reason: The adventure and fantasy elements in this film may not align with the user's interest in historical and dramatic narratives.

Rank 1: Movie 2796 - Reason: The comedic disasters and quirky town setting align with the user's enjoyment of character-driven narratives, as seen in their history with films like "Chasing Amy." Rank 2: Movie 541 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 3: Movie 2740 - Reason: The horror and science fiction blend, along with shocking discoveries, may appeal to the user's interest in dramatic and intense narratives, similar to "American History X." Rank 4: Movie 2 - Reason: The adventurous and fantastical elements resonate with the user's enjoyment of character journeys, akin to the thrill of "Return of the Jedi." Rank 5: Movie 2793 - Reason: The mix of horror and comedy, along with the transformation theme, may intrigue the user, reflecting their appreciation for unique storytelling as seen in "What's Eating Gilbert Grape." Rank 6: Movie 391 - Reason: The exploration of love, family, and personal struggles aligns with the user's interest in deep, character-focused dramas like "Nixon." Rank 7: Movie 527 - Reason: The historical and dramatic weight of this film resonates with the user's preference for impactful stories, similar to "American History X." Rank 8: Movie 3201 - Reason: The character's journey through different life settings may not strongly resonate with the user, as they seem to prefer more intense narratives. Rank 9: Movie 813 - Reason: While it has comedic elements, the family-oriented focus may not align with the user's preference for more serious dramas and complex characters. Rank 10: Movie 3368 - Reason: The Western genre and slower pacing may not appeal to the user's taste for more dynamic and emotionally charged stories like "Sense and Sensibility."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.) Movie 1023:Winnie the Pooh and the Blustery Day (Genres: Animation, Family, Music; Language: en; Overview: Winnie the Pooh and friends face storms and flooding together.) Movie 1135:Private Benjamin (Genres: Comedy; Language: en; Overview: High society woman joins army, faces unexpected challenges and difficulties.) Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.) Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.) Movie 2161:The NeverEnding Story (Genres: Drama, Family, Fantasy, Adventure; Language: en; Overview: Boy discovers Fantasia in attic, reads about Atreyu's quest.) Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.) Movie 3087:Scrooged (Genres: Fantasy, Comedy, Drama; Language: en; Overview: Successful executive Frank Cross re-evaluates life after ghostly visits.) Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.) Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2675:Twice Upon a Yesterday (Genres: Comedy, Drama, Romance; Language: en; Overview: Out-of-work actor faces challenges, love, and an emotional journey.), Movie 3859:The Eyes of Tammy Faye (Genres: Documentary, Drama; Language: en; Overview: Documentary explores Tammy Faye Bakker's rise and fall as televangelist.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 585:The Brady Bunch Movie (Genres: Comedy; Language: en; Overview: 1970s TV family navigates 1990s, feeling square and outcast.), Movie 2121:Cujo (Genres: Horror, Thriller; Language: en; Overview: Rabid St. Bernard Cujo terrorizes a small American town.), Movie 3776:Melody Time (Genres: Music, Family, Animation; Language: en; Overview: Melody Time features animated sequences with popular and folk music.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2424 - Reason: This romantic comedy explores love in the digital age, resonating with the user's interest in romantic narratives as seen in "Gone with the Wind" and "Children of a Lesser God." Rank 2: Movie 3593 - Reason: The action and science fiction elements may appeal to the user’s taste for adventure and thrilling narratives, similar to "The Empire Strikes Back." Rank 3: Movie 1210 - Reason: This film continues the epic saga of "Star Wars," aligning with the user’s enjoyment of adventure and action, as demonstrated by their interest in "The Empire Strikes Back." Rank 4: Movie 1441 - Reason: The blend of comedy and romance in a unique setting aligns with the user's appreciation for character-driven stories, similar to "Private Benjamin" and "Children of a Lesser God." Rank 5: Movie 3776 - Reason: The musical and family-oriented themes resonate with the user’s enjoyment of animated and family-friendly content, as seen in "Winnie the Pooh and the Blustery Day." Rank 6: Movie 1172 - Reason: This nostalgic drama about love and friendship in cinema connects with the user's appreciation for deep emotional narratives, akin to "Gone with the Wind." Rank 7: Movie 3859 - Reason: The documentary aspect and exploration of a complex character may appeal to the user’s interest in dramatic and thought-provoking stories, similar to "Children of a Lesser God." Rank 8: Movie 2121 - Reason: The horror and thriller elements may not align with the user’s preferences, as their history leans more towards drama, romance, and comedy. Rank 9: Movie 585 - Reason: The comedic take on a classic TV family may not resonate strongly with the user, given their preference for more dramatic and romantic narratives. Rank 10: Movie 2675 - Reason: The emotional journey and romantic elements may not align as well with the user’s interests, as they seem to favor more classic and profound storytelling.

Rank 1: Movie 1210 - Reason: This movie features epic space battles and character development, aligning with the user's enjoyment of adventure and action as seen in "The Empire Strikes Back." Rank 2: Movie 1172 - Reason: The nostalgic theme of childhood love for movies resonates with the user's appreciation for romantic and dramatic narratives, similar to "Gone with the Wind." Rank 3: Movie 3859 - Reason: The documentary format and exploration of personal struggles reflect the user's interest in deep, character-driven stories, akin to "Children of a Lesser God." Rank 4: Movie 3593 - Reason: This film's action and science fiction elements cater to the user's preference for thrilling narratives, similar to "Lethal Weapon 2." Rank 5: Movie 2675 - Reason: The blend of comedy, drama, and romance mirrors the user's enjoyment of character-driven stories, much like "Private Benjamin." Rank 6: Movie 2121 - Reason: The horror and thriller aspects may not align with the user's primary interests in drama and romance, as seen in their history. Rank 7: Movie 2424 - Reason: This romantic comedy's online love story could appeal to the user, although it may not be as impactful as their preferred dramas. Rank 8: Movie 585 - Reason: The comedic take on family dynamics may not resonate deeply with the user, who seems to favor more serious narratives. Rank 9: Movie 3776 - Reason: The musical and animated elements might not align with the user's focus on drama and romance, as seen in their history. Rank 10: Movie 1441 - Reason: While it features comedy and romance, the eccentricity of the characters may not connect with the user's more traditional romantic preferences.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.) Movie 1031:Bedknobs and Broomsticks (Genres: Adventure, Fantasy, Animation, Comedy, Family, Music; Language: en; Overview: Children evacuated in WWII discover their guardian is a trainee witch.) Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.) Movie 1240:The Terminator (Genres: Action, Thriller, Science Fiction; Language: en; Overview: Cyborg assassin sent to kill Sarah Connor; resistance fights back.) Movie 1544:The Lost World: Jurassic Park (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Dinosaurs bred secretly; Malcolm joins expedition to document behavior.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.) Movie 2693:Trekkies (Genres: Documentary; Language: en; Overview: A comedic exploration of the universe's most passionate enthusiasts.) Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.) Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.) There are 10 Candidates for recommendation: Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1507:Paradise Road (Genres: War, Drama, History; Language: en; Overview: Women in WWII POW camp form orchestra to survive adversity.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1621:Soul Food (Genres: Comedy, Drama; Language: en; Overview: Sisters' problems disrupt traditional Sunday dinners; grandson restores family unity.), Movie 2269:Indecent Proposal (Genres: Drama; Language: en; Overview: Billionaire offers yuppie husband $1 million to spend night with wife.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1210 - Reason: This movie features a blend of adventure and action with strong character arcs, resonating with the user's appreciation for epic narratives like "Raiders of the Lost Ark." Rank 2: Movie 1441 - Reason: The romantic and comedic elements, along with the character-driven story, align with the user's interest in emotional depth as seen in "Interview with the Vampire." Rank 3: Movie 1356 - Reason: The science fiction and action components, combined with a time-travel plot, cater to the user's taste for thrilling and complex narratives, similar to "The Terminator." Rank 4: Movie 329 - Reason: This film continues the themes of adventure and science fiction, appealing to the user's enjoyment of the "Star Trek" universe, as seen in their history. Rank 5: Movie 2498 - Reason: The comedic and family-oriented storyline may not strongly resonate with the user's preference for more serious themes, as reflected in their previous choices. Rank 6: Movie 3593 - Reason: The action and science fiction elements may appeal to the user, but the film's controversial reception could detract from their enjoyment compared to higher-ranked films. Rank 7: Movie 2269 - Reason: The dramatic premise may not align well with the user's preference for action and adventure, which is more evident in their past movie selections. Rank 8: Movie 1621 - Reason: The focus on family drama may not captivate the user as much, given their stronger inclination towards action and adventure genres. Rank 9: Movie 1507 - Reason: The quirky comedy and coming-of-age themes might not resonate with the user’s established preference for more intense and thrilling narratives. Rank 10: Movie 2395 - Reason: The film's focus on school life and romantic competition may not align with the user's interest in more adventurous and action-packed stories.

Rank 1: Movie 1507 - Reason: The themes of survival and resilience in a wartime setting resonate with the user's interest in dramatic narratives, similar to the emotional depth found in "Ulee's Gold." Rank 2: Movie 2395 - Reason: The coming-of-age story and comedic elements align with the user's enjoyment of character-driven narratives, akin to the humor in "Airplane!" and the drama in "Ulee's Gold." Rank 3: Movie 3593 - Reason: The action and science fiction elements cater to the user's preference for thrilling and adventurous plots, as seen in "The Terminator" and "Raiders of the Lost Ark." Rank 4: Movie 2269 - Reason: The moral dilemma presented in this drama appeals to the user's taste for complex relationships and emotional conflict, similar to the themes in "Interview with the Vampire." Rank 5: Movie 1621 - Reason: The family dynamics and comedic undertones reflect the user's appreciation for heartfelt stories, much like the family-oriented themes in "Bedknobs and Broomsticks." Rank 6: Movie 1441 - Reason: The quirky romance and character exploration align with the user's interest in unique love stories, reminiscent of the emotional layers in "Interview with the Vampire." Rank 7: Movie 2498 - Reason: The blend of comedy and science fiction appeals to the user's taste for lighthearted narratives, similar to the whimsical elements in "Bedknobs and Broomsticks." Rank 8: Movie 1356 - Reason: The science fiction and action elements cater to the user's enjoyment of adventurous plots, echoing the excitement found in "The Lost World: Jurassic Park." Rank 9: Movie 1210 - Reason: While it features adventure and action, it may not resonate as strongly with the user due to its more conventional narrative compared to their preferred films. Rank 10: Movie 329 - Reason: This film's focus on nostalgia and legacy may not align with the user's preference for more dynamic and engaging storytelling found in their favored movies.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 208:Waterworld (Genres: Adventure, Action; Language: en; Overview: Barmaid, mutant, and girl escape pirates seeking 'Dryland' map.) Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.) Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.) Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.) Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.) Movie 1583:A Simple Wish (Genres: Adventure, Comedy, Family, Fantasy; Language: en; Overview: Male fairy godmother aids girl’s wish amid broken magic and witches.) Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.) Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.) Movie 2436:Tea with Mussolini (Genres: Comedy, Drama, War; Language: en; Overview: Franco Zeffirelli's film depicts Luca's upbringing by foreign women.) Movie 3466:Heart and Souls (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance; Language: en; Overview: Businessman reunites with childhood guardian angels for afterlife purpose.) There are 10 Candidates for recommendation: Movie 2637:The Mummy's Hand (Genres: Horror; Language: en; Overview: Young archaeologists discover princess Ananka's tomb, facing mummy terror.), Movie 479:Judgment Night (Genres: Action, Thriller, Crime; Language: en; Overview: Four friends become prey of a drug lord after witnessing murder.), Movie 1116:A Single Girl (Genres: Drama; Language: fr; Overview: Young Parisian faces choices about pregnancy, career, and relationship.), Movie 2163:Attack of the Killer Tomatoes! (Genres: Comedy, Horror, Science Fiction; Language: en; Overview: Killer tomatoes revolt against humanity in this comedic B-movie.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 3055:Felicia's Journey (Genres: Drama; Language: en; Overview: A bachelor and teenager transform each other's lives through redemption.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 2765:The Acid House (Genres: Comedy, Drama; Language: en; Overview: Surreal triptych explores dark humor and human psyche through adaptation.), Movie 3497:Max Dugan Returns (Genres: Comedy, Drama, Family; Language: en; Overview: Single mother’s life changes when estranged father returns unexpectedly.), Movie 2092:The Return of Jafar (Genres: Family, Adventure, Animation, Romance; Language: en; Overview: Jafar escapes; Aladdin, Jasmine, and Genie must save the kingdom.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2424 - Reason: The romantic comedy elements and the theme of online relationships resonate with the user's enjoyment of character-driven stories, as seen in "My Fair Lady" and "Singin' in the Rain." Rank 2: Movie 344 - Reason: The comedic and adventurous tone aligns with the user's preference for light-hearted films like "Back to the Future" and "A Simple Wish," making it an enjoyable watch. Rank 3: Movie 2163 - Reason: The absurd humor and satirical take on horror align with the user's appreciation for quirky comedies, similar to "Heart and Souls." Rank 4: Movie 3497 - Reason: The family dynamics and unexpected reunions echo themes found in "My Fair Lady" and "Back to the Future," appealing to the user's interest in character relationships. Rank 5: Movie 479 - Reason: The action and thriller elements may not fully align with the user's preference for more light-hearted or comedic films, making it a less favorable choice. Rank 6: Movie 2092 - Reason: The family-friendly adventure and animated storytelling resonate with the user's enjoyment of films like "A Simple Wish" and "Back to the Future Part II." Rank 7: Movie 3055 - Reason: The dramatic themes of transformation and redemption may appeal to the user's interest in character-driven narratives, akin to "The Shawshank Redemption." Rank 8: Movie 2765 - Reason: The surreal and dark humor may not align with the user's preference for more straightforward comedies, making it a less appealing option. Rank 9: Movie 2637 - Reason: The horror elements and focus on terror might not resonate with the user's preference for adventure and comedy, making it a less favorable choice. Rank 10: Movie 1116 - Reason: The film's serious themes about pregnancy and career choices may not align with the user's interest in more light-hearted or comedic narratives.

Rank 1: Movie 2424 - Reason: This romantic comedy explores online relationships, aligning with the user's appreciation for character-driven stories like "My Fair Lady" and "Singin' in the Rain." Rank 2: Movie 2092 - Reason: The family-friendly adventure and humor in this animated sequel connect with the user's enjoyment of lighthearted narratives seen in "Back to the Future." Rank 3: Movie 2163 - Reason: The absurdity and humor of this B-movie align with the user's taste for quirky comedies, reminiscent of "Ace Ventura: Pet Detective." Rank 4: Movie 344 - Reason: The comedic mystery and eccentric character of Ace Ventura resonate with the user's preference for humor and adventure, as seen in "A Simple Wish." Rank 5: Movie 1116 - Reason: This drama's focus on personal choices and relationships may appeal to the user's interest in character development, similar to "The Shawshank Redemption." Rank 6: Movie 3055 - Reason: The theme of transformation and redemption in this drama aligns with the user's appreciation for deep, character-driven narratives. Rank 7: Movie 2765 - Reason: The surreal and dark humor in this film may not resonate as strongly with the user's preference for more straightforward narratives. Rank 8: Movie 2637 - Reason: The horror elements and focus on ancient curses may not align with the user's preference for adventure and comedy, as seen in their history. Rank 9: Movie 479 - Reason: The intense action and thriller aspects may not appeal to the user's preference for more lighthearted and character-focused stories. Rank 10: Movie 3497 - Reason: The family dynamics and comedic elements may not resonate as strongly with the user, who seems to prefer more adventurous or romantic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 830:The First Wives Club (Genres: Comedy; Language: en; Overview: Three ex-wives plot revenge on their unfaithful husbands financially.) Movie 1080:Life of Brian (Genres: Comedy; Language: en; Overview: Brian Cohen, an average man, mistakenly becomes the Messiah.) Movie 1257:Better Off Dead... (Genres: Comedy; Language: en; Overview: Lane struggles with heartbreak, attempts suicide, and finds new love.) Movie 1372:Star Trek VI: The Undiscovered Country (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk and McCoy imprisoned, Enterprise crew seeks to thwart conspiracy.) Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.) Movie 2043:Darby O'Gill and the Little People (Genres: Adventure, Fantasy, Science Fiction, Family; Language: en; Overview: Darby O'Gill battles a leprechaun for gold in enchanting adventure.) Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.) Movie 3095:The Grapes of Wrath (Genres: Drama; Language: en; Overview: Tom Joad returns home, family displaced, seeks new life in California.) Movie 3500:Mr. Saturday Night (Genres: Drama, Comedy; Language: en; Overview: Buddy Young, forgotten comic, struggles to find relevance in showbiz.) Movie 3751:Chicken Run (Genres: Animation, Comedy, Family; Language: en; Overview: Rocky and Ginger lead chickens to escape oppressive farm owners.) There are 10 Candidates for recommendation: Movie 598:Window to Paris (Genres: Comedy, Drama, Fantasy; Language: ru; Overview: Fired teacher discovers Paris window; comedic temptations ensue.), Movie 3902:Goya in Bordeaux (Genres: Drama, War; Language: en; Overview: Goya, deaf artist, reflects on life while in exile.), Movie 2042:D2: The Mighty Ducks (Genres: Action, Comedy, Drama, Family; Language: en; Overview: Gordon Bombay coaches Mighty Ducks, faces distractions, aims for victory.), Movie 188:The Prophecy (Genres: Fantasy, Horror, Thriller; Language: en; Overview: Gabriel seeks a soul; a priest and girl must intervene.), Movie 2443:Playing by Heart (Genres: Drama; Language: en; Overview: Eleven people navigate relationships, love, and heartache in L.A.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 33:Wings of Courage (Genres: Romance, Adventure; Language: fr; Overview: Please provide the overview you'd like summarized into 10 words.), Movie 1119:Drunks (Genres: Drama; Language: en; Overview: Jim shares at AA meeting; others recount their struggles.), Movie 3177:Next Friday (Genres: Comedy; Language: en; Overview: Ice Cube's Craig faces trouble while hiding from Debo.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2498 - Reason: This movie blends comedy and science fiction, appealing to the user's enjoyment of humorous yet imaginative narratives. Rank 2: Movie 2424 - Reason: The romantic comedy elements resonate with the user's taste for light-hearted love stories, similar to their history. Rank 3: Movie 598 - Reason: This film's comedic and fantastical aspects align with the user's preference for unique and whimsical storytelling. Rank 4: Movie 3177 - Reason: The humor and relatable struggles in this comedy match the user's enjoyment of light-hearted, entertaining films. Rank 5: Movie 33 - Reason: The adventure and romance themes may not strongly align with the user's established preferences for comedy and drama. Rank 6: Movie 188 - Reason: The horror and fantasy elements might not appeal to the user's focus on comedy and drama in their viewing history. Rank 7: Movie 2042 - Reason: The family-oriented comedy and sports themes could attract the user, given their interest in light-hearted narratives. Rank 8: Movie 3902 - Reason: The serious tone and war themes may not resonate with the user's preference for more comedic and uplifting films. Rank 9: Movie 2443 - Reason: The drama-focused narrative may not align with the user's stronger preference for comedy and light-hearted stories. Rank 10: Movie 1119 - Reason: The heavy themes of addiction and struggle might be less appealing to the user, who prefers more comedic content.

Rank 1: Movie 3177 - Reason: This comedy features relatable characters facing humorous challenges, appealing to the user's enjoyment of light-hearted narratives. Rank 2: Movie 2498 - Reason: The blend of comedy and science fiction offers a whimsical take on relationships, aligning with the user's preference for family-friendly humor. Rank 3: Movie 33 - Reason: The romantic adventure aspect provides a unique storytelling experience, contrasting with the user's usual genre but still engaging. Rank 4: Movie 3902 - Reason: The dramatic reflection on life and art may resonate with the user's appreciation for deeper, character-driven narratives. Rank 5: Movie 2424 - Reason: The online romance theme mirrors modern relationships, appealing to the user's interest in romantic comedies. Rank 6: Movie 188 - Reason: The horror and fantasy elements might not align with the user's preference for lighter, comedic films. Rank 7: Movie 2443 - Reason: The exploration of relationships and heartache fits the user's taste for character-driven dramas, though it may lack comedic elements. Rank 8: Movie 2042 - Reason: The sports comedy angle offers a fun, family-friendly narrative, which may not resonate as strongly with the user's usual preferences. Rank 9: Movie 1119 - Reason: The serious tone of addiction and struggles may be too heavy compared to the user's preference for lighter, comedic films. Rank 10: Movie 598 - Reason: The foreign language and fantasy elements might not align with the user's typical viewing choices, making it less appealing.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.) Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.) Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.) Movie 2193:Willow (Genres: Adventure, Drama, Action; Language: en; Overview: Evil queen imprisons pregnant women; baby Elora escapes with Willow.) Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.) Movie 2436:Tea with Mussolini (Genres: Comedy, Drama, War; Language: en; Overview: Franco Zeffirelli's film depicts Luca's upbringing by foreign women.) Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.) Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.) There are 10 Candidates for recommendation: Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 715:The Horseman on the Roof (Genres: War, Adventure, Drama, Romance; Language: en; Overview: A young officer aids a woman in finding her husband.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 272:The Madness of King George (Genres: Comedy, Drama, History; Language: en; Overview: Drama about King George III's madness and political intrigue.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 2809:Love Stinks (Genres: Comedy, Romance; Language: en; Overview: Couple's relationship deteriorates, leading to comedic and chaotic conflict.), Movie 705:Cosi (Genres: Comedy, Romance; Language: en; Overview: Young director Lewis stages Mozart's opera with mental hospital patients.), Movie 1920:Small Soldiers (Genres: Comedy, Adventure, Fantasy, Science Fiction, Action; Language: en; Overview: Toy action figures misuse missile technology, taking battles too seriously.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1210 - Reason: This movie features a heroic journey and complex character dynamics, appealing to the user's appreciation for dramatic and adventurous narratives as seen in "Lawrence of Arabia" and "Gone with the Wind." Rank 2: Movie 1356 - Reason: The time-travel and action elements in this film resonate with the user's interest in thrilling stories, similar to the adventurous themes found in "From Russia with Love." Rank 3: Movie 2498 - Reason: This film combines comedy and science fiction in a family-friendly context, which aligns with the user's enjoyment of lighthearted yet imaginative stories like "The Absent-Minded Professor." Rank 4: Movie 344 - Reason: The comedic mystery elements and character-driven humor reflect the user's enjoyment of character-centric comedies, as seen in "That Thing You Do!" and "The Fisher King." Rank 5: Movie 1831 - Reason: The adventure and family themes in this film connect with the user's taste for engaging narratives, reminiscent of the adventurous spirit in "Willow." Rank 6: Movie 2809 - Reason: The romantic comedy aspect may not align perfectly with the user's more serious drama preferences, as seen in "Good Will Hunting" and "Children of a Lesser God." Rank 7: Movie 272 - Reason: The historical drama combined with comedy may appeal to the user’s interest in character-driven stories, similar to "Tea with Mussolini." Rank 8: Movie 715 - Reason: The war and adventure elements may not resonate as strongly with the user, who tends to prefer more character-focused narratives like "The Fisher King." Rank 9: Movie 1920 - Reason: The comedic and fantastical elements may not align with the user's preference for more serious and dramatic storytelling, as seen in "Gone with the Wind." Rank 10: Movie 705 - Reason: While it features comedy and romance, the film's lighter tone may not appeal to the user's preference for deeper, more dramatic narratives like "Good Will Hunting."

Rank 1: Movie 715 - Reason: The blend of war, adventure, and romance in this film aligns with the user's appreciation for complex emotional narratives, as seen in "Gone with the Wind." Rank 2: Movie 272 - Reason: The historical drama and comedic elements reflect the user's interest in stories that explore deep themes, similar to "Good Will Hunting" and "Lawrence of Arabia." Rank 3: Movie 344 - Reason: The comedic and mystery aspects resonate with the user's enjoyment of lighthearted yet engaging narratives, akin to "That Thing You Do!" Rank 4: Movie 1210 - Reason: The adventure and action elements, along with the iconic character of Luke Skywalker, appeal to the user's taste for epic storytelling, similar to "Lawrence of Arabia." Rank 5: Movie 705 - Reason: The romantic comedy aspect and the unique setting of staging an opera align with the user's interest in character-driven stories like "Children of a Lesser God." Rank 6: Movie 1831 - Reason: The family-friendly adventure and science fiction elements may not align perfectly with the user's preference for more serious themes found in their watched history. Rank 7: Movie 2809 - Reason: The comedic take on relationships might not resonate as strongly with the user, who seems to prefer more profound emotional narratives. Rank 8: Movie 2498 - Reason: The blend of comedy and family dynamics may not appeal to the user's taste for more dramatic and intense storytelling, as seen in their history. Rank 9: Movie 1920 - Reason: The comedic and fantastical elements may not align with the user's preference for grounded, dramatic narratives like "Good Will Hunting." Rank 10: Movie 1356 - Reason: While science fiction and action are present, the more adventurous and less character-focused story may not connect with the user's appreciation for deep character studies.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 292:Outbreak (Genres: Action, Drama, Science Fiction, Thriller; Language: en; Overview: Airborne virus epidemic threatens USA; Col Daniels must contain outbreak.) Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.) Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.) Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.) Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.) Movie 2161:The NeverEnding Story (Genres: Drama, Family, Fantasy, Adventure; Language: en; Overview: Boy discovers Fantasia in attic, reads about Atreyu's quest.) Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.) Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.) There are 10 Candidates for recommendation: Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 3263:White Men Can't Jump (Genres: Comedy, Drama; Language: en; Overview: Basketball hustlers Billy and Sidney con their way through Los Angeles.), Movie 3479:Ladyhawke (Genres: Adventure, Drama, Fantasy, Romance; Language: en; Overview: Cursed lovers fight a bishop to break their transformation spell.), Movie 3863:The Cell (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Therapist explores comatose killer's mind to rescue his victim.), Movie 3136:The James Dean Story (Genres: Documentary; Language: en; Overview: Documentary explores James Dean's life through photographs and interviews.), Movie 1977:Friday the 13th: The Final Chapter (Genres: Horror, Thriller; Language: en; Overview: Jason revives, terrorizes camp again; Tommy confronts him in battle.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1831 - Reason: This movie features a thrilling adventure in space, appealing to the user's interest in science fiction and action, similar to "Outbreak." Rank 2: Movie 1441 - Reason: The unique romantic story involving a character with mental illness aligns with the user's appreciation for character-driven narratives, as seen in "Moonstruck." Rank 3: Movie 329 - Reason: The blend of science fiction and action, along with a complex storyline, resonates with the user's taste for thrilling and thought-provoking narratives like "Pi." Rank 4: Movie 3263 - Reason: The comedic elements combined with a sports theme may appeal to the user's enjoyment of character dynamics, similar to "Mr. Smith Goes to Washington." Rank 5: Movie 3479 - Reason: The adventure and romantic elements in a fantasy setting connect with the user's interest in dramatic stories, akin to "Dances with Wolves." Rank 6: Movie 3863 - Reason: The psychological horror and thriller aspects align with the user's preference for intense narratives, reminiscent of "The Shawshank Redemption." Rank 7: Movie 2686 - Reason: The dramatic and mysterious journey of the violin parallels the user's interest in complex emotional stories, similar to "Ulee's Gold." Rank 8: Movie 3136 - Reason: The documentary format may not strongly resonate with the user's preference for narrative-driven films, as seen in their history. Rank 9: Movie 1172 - Reason: While nostalgic, the slower pace and focus on childhood memories may not align with the user's preference for more dynamic storytelling. Rank 10: Movie 1977 - Reason: The horror genre and slasher elements may not appeal to the user, given their preference for drama and character-driven plots.

Rank 1: Movie 2686 - Reason: This movie combines drama, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1977 - Reason: The horror and thriller aspects provide an intense experience that may appeal to the user's interest in high-stakes narratives, similar to the tension found in "Outbreak." Rank 3: Movie 1172 - Reason: The nostalgic and romantic themes resonate with the user's appreciation for character-driven stories, much like "The Shawshank Redemption." Rank 4: Movie 3863 - Reason: The psychological thriller elements and exploration of the mind align with the user's taste for intelligent and suspenseful narratives, as seen in "Pi." Rank 5: Movie 3263 - Reason: The comedic and dramatic elements create a light-hearted yet engaging story, appealing to the user's enjoyment of character relationships, similar to "Moonstruck." Rank 6: Movie 3479 - Reason: The adventure and romantic aspects, combined with a fantasy twist, may attract the user who enjoys epic tales of love and heroism, akin to "Dances with Wolves." Rank 7: Movie 1831 - Reason: The family-oriented adventure aligns with the user's interest in stories that explore relationships and survival, reminiscent of "The NeverEnding Story." Rank 8: Movie 3136 - Reason: The documentary format may not resonate as strongly with the user's preference for narrative-driven films, which are more prominent in their history. Rank 9: Movie 329 - Reason: While the science fiction and action elements are appealing, the focus on a franchise may not align with the user's preference for standalone, character-focused stories. Rank 10: Movie 1441 - Reason: The romantic comedy aspects may not fully engage the user, as their history leans more towards dramatic and thought-provoking narratives rather than light-hearted romances.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.) Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.) Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.) Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.) Movie 2111:The Man with Two Brains (Genres: Comedy, Romance, Science Fiction; Language: en; Overview: Surgeon seeks divorce to focus on a disembodied brain.) Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.) Movie 3247:Sister Act (Genres: Music, Comedy; Language: en; Overview: Singer witnesses murder, hidden in nunnery, helps community, gains fame.) Movie 3751:Chicken Run (Genres: Animation, Comedy, Family; Language: en; Overview: Rocky and Ginger lead chickens to escape oppressive farm owners.) There are 10 Candidates for recommendation: Movie 1859:Taste of Cherry (Genres: Drama; Language: fa; Overview: Tehran man seeks burial after suicide; finds reluctant companion.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 206:Unzipped (Genres: Documentary; Language: en; Overview: Issac Mizrahi's world: chaotic creativity, humor, glamour, and stress.), Movie 1549:Rough Magic (Genres: Comedy, Drama, Romance, Fantasy; Language: en; Overview: Politician hires agent to retrieve ex-fiancee's incriminating film in Mexico.), Movie 2255:Young Doctors in Love (Genres: Comedy; Language: en; Overview: Spoof of hospital dramas with humor, romance, and chaos.), Movie 2418:Nothing in Common (Genres: Drama, Comedy, Romance; Language: en; Overview: David Basner's corporate ascent is challenged by his father.), Movie 1413:The Whole Wide World (Genres: Drama, Romance; Language: en; Overview: Novalyne Price's tumultuous romance with pulp writer Robert E. Howard.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2498 - Reason: This film combines comedy and science fiction, appealing to the user's enjoyment of light-hearted yet imaginative stories like "Mary Poppins" and "Galaxy Quest." Rank 2: Movie 1441 - Reason: The quirky romance and character-driven narrative resonate with the user's appreciation for unique love stories, similar to "Breakfast at Tiffany's." Rank 3: Movie 1210 - Reason: The adventure and action elements align with the user's interest in epic narratives, as seen in "Dances with Wolves" and "Lethal Weapon 2." Rank 4: Movie 1356 - Reason: This movie's thrilling sci-fi adventure fits well with the user's taste for complex narratives, akin to "Galaxy Quest" and "Star Trek." Rank 5: Movie 1549 - Reason: The blend of comedy and romance reflects the user's enjoyment of character-driven stories, similar to "Breakfast at Tiffany's" and "Sister Act." Rank 6: Movie 206 - Reason: The documentary format may not align with the user's preference for narrative-driven films, as seen in their history of fictional stories. Rank 7: Movie 2255 - Reason: The spoof nature might not resonate with the user's taste for more serious narratives, as indicated by their preference for dramas like "Ulee's Gold." Rank 8: Movie 2418 - Reason: While it has drama and romance, the corporate theme may not appeal as much to the user's interest in adventure and fantasy narratives. Rank 9: Movie 1859 - Reason: The heavy themes of suicide and existentialism may not align with the user's preference for lighter, more uplifting stories. Rank 10: Movie 1413 - Reason: The historical romance may not resonate with the user's preference for more adventurous and comedic narratives.

Rank 1: Movie 2255 - Reason: This comedy spoof of hospital dramas offers humor and chaos, appealing to the user's enjoyment of light-hearted narratives as seen in their history. Rank 2: Movie 1441 - Reason: The blend of comedy, drama, and romance in this film resonates with the user's interest in character-driven stories that explore relationships. Rank 3: Movie 1210 - Reason: This adventure and action-packed film aligns with the user's appreciation for epic narratives and strong character arcs, similar to "Dances with Wolves." Rank 4: Movie 2418 - Reason: The mix of drama and comedy in this film reflects the user's taste for stories about personal growth and familial relationships. Rank 5: Movie 1356 - Reason: The science fiction and action elements in this film cater to the user's interest in thrilling narratives, akin to "Lethal Weapon 2." Rank 6: Movie 1549 - Reason: This romantic comedy with fantasy elements connects with the user's enjoyment of whimsical stories like "Mary Poppins." Rank 7: Movie 2498 - Reason: The family-friendly comedy and science fiction aspects appeal to the user's preference for light-hearted and imaginative narratives. Rank 8: Movie 206 - Reason: This documentary's focus on creativity and glamour may not resonate as strongly with the user's preference for narrative-driven films. Rank 9: Movie 1859 - Reason: The heavy themes of suicide and existentialism might be too somber compared to the user's usual preference for more uplifting stories. Rank 10: Movie 1413 - Reason: The tumultuous romance may lack the light-heartedness and comedic elements that the user typically enjoys in their movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 203:To Wong Foo, Thanks for Everything! Julie Newmar (Genres: Comedy; Language: en; Overview: Three drag queens stranded in a town challenge local prejudices.) Movie 292:Outbreak (Genres: Action, Drama, Science Fiction, Thriller; Language: en; Overview: Airborne virus epidemic threatens USA; Col Daniels must contain outbreak.) Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.) Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.) Movie 1080:Life of Brian (Genres: Comedy; Language: en; Overview: Brian Cohen, an average man, mistakenly becomes the Messiah.) Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.) Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.) Movie 2002:Lethal Weapon 3 (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Riggs and Murtaugh tackle a dangerous weapons dealer together.) Movie 2453:The Boy Who Could Fly (Genres: Drama, Family, Fantasy, Science Fiction; Language: en; Overview: Milly befriends autistic neighbor Eric, transforming their family's struggles.) Movie 3675:White Christmas (Genres: Comedy, Music, Romance; Language: en; Overview: Two entertainers team up post-war to create a successful act.) There are 10 Candidates for recommendation: Movie 3491:My Chauffeur (Genres: Comedy, Romance; Language: en; Overview: Young woman becomes chauffeur, challenging male coworkers and skeptical customers.), Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 2049:The Happiest Millionaire (Genres: Comedy, Drama, Family, Music; Language: en; Overview: Irish immigrant John Lawless becomes butler to eccentric millionaire Biddle.), Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1004:The Glimmer Man (Genres: Action, Adventure, Crime, Drama, Thriller; Language: en; Overview: Detective Jack Cole investigates murders, uncovering conspiracy and crime.), Movie 3874:A Couch in New York (Genres: Romance, Comedy; Language: en; Overview: Psychoanalyst exchanges flats, faces chaos with unexpected social complications.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2049 - Reason: This movie combines comedy and family elements, appealing to the user's enjoyment of light-hearted narratives like "To Wong Foo, Thanks for Everything!" and "Life of Brian." Rank 2: Movie 1356 - Reason: The science fiction and action themes resonate with the user's appreciation for complex narratives, similar to "Blade Runner" and "Outbreak." Rank 3: Movie 3593 - Reason: This film's action and science fiction elements may intrigue the user, reflecting their interest in thrilling and adventurous stories as seen in "Alien: Resurrection." Rank 4: Movie 1210 - Reason: The adventure and action in this classic align with the user's taste for epic narratives, much like "Mission: Impossible" and "Lethal Weapon 3." Rank 5: Movie 2498 - Reason: The blend of comedy and family dynamics connects with the user's enjoyment of heartwarming stories, similar to "Fried Green Tomatoes." Rank 6: Movie 3874 - Reason: This romantic comedy's unexpected social complications may appeal to the user, reflecting their interest in character-driven narratives as seen in "Victor/Victoria." Rank 7: Movie 3491 - Reason: The comedic and romantic elements align with the user's preference for light-hearted films, similar to "Life of Brian" and "To Wong Foo, Thanks for Everything!" Rank 8: Movie 1081 - Reason: The musical and comedic aspects resonate with the user's enjoyment of stories that blend humor and romance, akin to "White Christmas." Rank 9: Movie 2501 - Reason: While it has a family drama theme, it may not resonate as strongly with the user's preference for more adventurous or comedic narratives. Rank 10: Movie 1004 - Reason: This action thriller may not align with the user's preference for lighter comedies and family themes, as seen in their history.

Rank 1: Movie 2498 - Reason: This movie blends comedy and science fiction, appealing to the user's enjoyment of lighthearted yet imaginative narratives as seen in "To Wong Foo, Thanks for Everything!" and "Life of Brian." Rank 2: Movie 2501 - Reason: The inspiring story of perseverance resonates with the user's appreciation for character-driven dramas like "Fried Green Tomatoes" and "October Sky." Rank 3: Movie 1356 - Reason: The science fiction and adventure elements align with the user's interest in complex narratives, similar to "Blade Runner" and "Alien: Resurrection." Rank 4: Movie 2049 - Reason: This film's mix of comedy and family themes connects with the user's enjoyment of heartwarming stories like "Fried Green Tomatoes" and "White Christmas." Rank 5: Movie 3874 - Reason: The romantic chaos and comedic elements reflect the user's taste for light-hearted romance seen in "Life of Brian" and "Victor/Victoria." Rank 6: Movie 3593 - Reason: The action and science fiction aspects may not resonate as strongly with the user, who prefers character-driven stories over spectacle, as shown in their history. Rank 7: Movie 1210 - Reason: While this film has adventure and action, it may not align with the user's preference for more character-focused narratives like "Fried Green Tomatoes." Rank 8: Movie 1081 - Reason: The musical and comedic elements might appeal to the user, but the romantic focus may not be as engaging compared to their preferred genres. Rank 9: Movie 3491 - Reason: This movie's comedic premise may not resonate as much with the user, who seems to favor more dramatic or thought-provoking narratives. Rank 10: Movie 1004 - Reason: The action and crime elements might not align with the user's preferences for character-driven stories, as seen in their history with more dramatic films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 316:Stargate (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Teleportation device in Egypt leads to planet with Ra-worshipping Egyptians.) Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.) Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.) Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.) Movie 1302:Field of Dreams (Genres: Drama, Fantasy; Language: en; Overview: Iowa farmer builds baseball diamond after hearing a mysterious voice.) Movie 1544:The Lost World: Jurassic Park (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Dinosaurs bred secretly; Malcolm joins expedition to document behavior.) Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.) Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.) Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.) Movie 3189:My Dog Skip (Genres: Comedy, Drama, Family; Language: en; Overview: Shy boy finds friendship and joy through a puppy named Skip.) There are 10 Candidates for recommendation: Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 849:Escape from L.A. (Genres: Action, Adventure, Science Fiction, Thriller; Language: en; Overview: Los Angeles becomes penal colony after earthquake; Snake must save.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2057:The Incredible Journey (Genres: Adventure, Family; Language: en; Overview: Three pets embark on a journey home after losing owners.), Movie 1641:The Full Monty (Genres: Comedy; Language: en; Overview: Jobless steelworker Gaz persuades friends for one-night strip show.), Movie 3931:The Giant Gila Monster (Genres: Horror, Science Fiction; Language: en; Overview: Texas town attacked by giant gila monster; mechanic must save.), Movie 1695:Artemisia (Genres: Drama, History; Language: fr; Overview: Artemisia Gentileschi: pioneering female painter, faced trauma and challenges.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1831 - Reason: This movie features a family adventure in a science fiction setting, appealing to the user's enjoyment of imaginative and adventurous narratives like "Stargate" and "The Princess Bride." Rank 2: Movie 344 - Reason: The comedic and quirky nature of this film aligns with the user's enjoyment of light-hearted comedies such as "That Thing You Do!" and "My Dog Skip." Rank 3: Movie 1210 - Reason: This film's epic adventure and action elements resonate with the user's appreciation for classic adventure tales like "Indiana Jones and the Last Crusade." Rank 4: Movie 1356 - Reason: The time travel and science fiction themes connect with the user's interest in complex narratives as seen in "Back to the Future Part II." Rank 5: Movie 2424 - Reason: The romantic comedy aspect mirrors the user's enjoyment of heartfelt stories like "You've Got Mail," reflecting a similar theme of unexpected love. Rank 6: Movie 2057 - Reason: The family-oriented adventure of pets resonates with the user's fondness for heartwarming stories like "My Dog Skip." Rank 7: Movie 849 - Reason: The action and adventure elements, along with a dystopian setting, may appeal to the user's taste for thrilling narratives like "Lethal Weapon 2." Rank 8: Movie 1641 - Reason: While comedic, this film's focus on real-life struggles may not align with the user's preference for more fantastical or adventurous narratives. Rank 9: Movie 1695 - Reason: The historical drama aspect may not resonate with the user's preference for more action-oriented or light-hearted films in their history. Rank 10: Movie 3931 - Reason: The horror and science fiction elements may not align with the user's preference for uplifting or adventurous stories.

Rank 1: Movie 1641 - Reason: This comedy about friendship and community resonates with the user's enjoyment of character-driven narratives, as seen in "That Thing You Do!" and "My Dog Skip." Rank 2: Movie 2424 - Reason: The romantic comedy aspect aligns with the user's appreciation for heartfelt relationships, similar to the dynamics in "The Princess Bride." Rank 3: Movie 1356 - Reason: This film combines science fiction and adventure, appealing to the user's interest in complex, thrilling narratives like "Stargate" and "Indiana Jones." Rank 4: Movie 1210 - Reason: The adventurous spirit and epic confrontation in this film match the user's taste for action and adventure, as demonstrated in "Indiana Jones and the Last Crusade." Rank 5: Movie 2057 - Reason: The theme of companionship and adventure in this family-friendly film aligns well with the user's enjoyment of heartwarming stories like "My Dog Skip." Rank 6: Movie 3931 - Reason: The horror and science fiction elements may not resonate with the user's preferences for more uplifting and adventurous narratives. Rank 7: Movie 344 - Reason: This comedy's quirky humor and mystery align with the user's enjoyment of light-hearted films like "That Thing You Do!" and "L.A. Story." Rank 8: Movie 1831 - Reason: The family adventure aspect may appeal to the user's taste for imaginative stories, but the chaos might be less engaging compared to their preferred films. Rank 9: Movie 1695 - Reason: The historical drama may not align with the user's preference for more light-hearted or adventurous films, as seen in their history. Rank 10: Movie 849 - Reason: The darker themes and action-oriented plot may not resonate with the user's preference for more comedic and uplifting narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 292:Outbreak (Genres: Action, Drama, Science Fiction, Thriller; Language: en; Overview: Airborne virus epidemic threatens USA; Col Daniels must contain outbreak.) Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.) Movie 1135:Private Benjamin (Genres: Comedy; Language: en; Overview: High society woman joins army, faces unexpected challenges and difficulties.) Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.) Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.) Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.) Movie 2393:Star Trek: Insurrection (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Captain Picard defends a planet from alien and Starfleet factions.) Movie 2399:Santa Claus: The Movie (Genres: Family, Fantasy, Adventure, Science Fiction, Comedy; Language: en; Overview: Old man becomes Santa; elf battles evil toy manufacturer.) Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.) Movie 3671:Blazing Saddles (Genres: Western, Comedy; Language: en; Overview: Town named Johnson faces railroad threat; new black sheriff appointed.) There are 10 Candidates for recommendation: Movie 2903:Psycho III (Genres: Horror, Thriller; Language: en; Overview: Norman Bates runs a motel, employs a young man, faces journalist.), Movie 3043:Meatballs 4 (Genres: Comedy; Language: en; Overview: Ricky competes to save his financially troubled water-ski camp.), Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.), Movie 756:Carmen Miranda: Bananas Is My Business (Genres: Documentary; Language: pt; Overview: Carmen Miranda: Brazilian star, known for her tutti frutti hat.), Movie 2049:The Happiest Millionaire (Genres: Comedy, Drama, Family, Music; Language: en; Overview: Irish immigrant John Lawless becomes butler to eccentric millionaire Biddle.), Movie 1667:Mad City (Genres: Action, Drama, Thriller; Language: en; Overview: Guard loses job, seeks it back violently, enters chaotic TV world.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1441 - Reason: This movie explores themes of mental health and romance, which aligns with the user's appreciation for character-driven narratives as seen in "Edward Scissorhands" and "The Shawshank Redemption." Rank 2: Movie 3593 - Reason: The action and science fiction elements may appeal to the user's interest in thrilling narratives, similar to "Outbreak" and "Star Trek: Insurrection." Rank 3: Movie 329 - Reason: This film features strong science fiction and adventure themes, resonating with the user's enjoyment of "Star Trek: Insurrection" and "Back to the Future Part II." Rank 4: Movie 2049 - Reason: The blend of comedy and family dynamics may attract the user, reflecting the lightheartedness found in "The Princess Bride" and "Santa Claus: The Movie." Rank 5: Movie 1356 - Reason: The romantic drama elements echo the user's interest in character relationships, similar to "The Bridges of Madison County" and "Edward Scissorhands." Rank 6: Movie 105 - Reason: This film's focus on a poignant romance aligns with the user's taste for emotional storytelling as seen in "The Shawshank Redemption." Rank 7: Movie 756 - Reason: The documentary format may not resonate as strongly with the user, who prefers narrative-driven films like "The Princess Bride" and "Outbreak." Rank 8: Movie 2903 - Reason: The horror and thriller aspects might not align with the user's preferences, which lean more towards drama and adventure genres. Rank 9: Movie 1667 - Reason: The chaotic and violent themes may not appeal to the user, who favors more uplifting and character-focused stories. Rank 10: Movie 3043 - Reason: The comedic premise may not match the user's interest in deeper narratives, as seen in their preference for films like "The Shawshank Redemption."

Rank 1: Movie 756 - Reason: This documentary showcases a vibrant cultural icon, which aligns with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 1441 - Reason: The blend of comedy and romance in a unique relationship resonates with the user's interest in character dynamics and emotional storytelling. Rank 3: Movie 3593 - Reason: The action and science fiction elements combined with a struggle against oppression may appeal to the user's taste for intense, thought-provoking narratives. Rank 4: Movie 1667 - Reason: The chaotic blend of action and drama reflects the user's interest in stories that explore human conflict and societal issues, similar to "Outbreak." Rank 5: Movie 329 - Reason: This film's science fiction and adventure themes, along with a strong character arc, align well with the user's enjoyment of the "Star Trek" series. Rank 6: Movie 2049 - Reason: The family-oriented story with comedic elements may appeal to the user's preference for heartwarming narratives, akin to "The Princess Bride." Rank 7: Movie 3043 - Reason: This light-hearted comedy may not resonate as strongly with the user, who seems to prefer more substantial narratives based on their history. Rank 8: Movie 105 - Reason: The romantic drama may appeal to the user's interest in deep emotional connections, but it lacks the action and thrill present in their favored films. Rank 9: Movie 2903 - Reason: The horror and thriller elements may not align with the user's preferences, as they seem to favor more uplifting or adventurous narratives. Rank 10: Movie 1356 - Reason: While it features science fiction and adventure, the darker themes may not resonate with the user's preference for more optimistic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 539:Sleepless in Seattle (Genres: Comedy, Drama, Romance; Language: en; Overview: Boy sets dad up on date; journalist finds love instead.) Movie 1023:Winnie the Pooh and the Blustery Day (Genres: Animation, Family, Music; Language: en; Overview: Winnie the Pooh and friends face storms and flooding together.) Movie 1031:Bedknobs and Broomsticks (Genres: Adventure, Fantasy, Animation, Comedy, Family, Music; Language: en; Overview: Children evacuated in WWII discover their guardian is a trainee witch.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 2043:Darby O'Gill and the Little People (Genres: Adventure, Fantasy, Science Fiction, Family; Language: en; Overview: Darby O'Gill battles a leprechaun for gold in enchanting adventure.) Movie 2046:Flight of the Navigator (Genres: Family, Science Fiction, Adventure; Language: en; Overview: David returns after eight years, uncovers UFO mystery, regains life.) Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.) Movie 2746:Little Shop of Horrors (Genres: Horror, Comedy, Music; Language: en; Overview: Nerdy orphan Seymour discovers a bloodthirsty plant, Audrey II.) Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.) Movie 3489:Hook (Genres: Adventure, Fantasy, Comedy, Family; Language: en; Overview: Peter Pan becomes a lawyer; Hook kidnaps his children, redemption follows.) There are 10 Candidates for recommendation: Movie 2068:Fanny & Alexander (Genres: Fantasy, Drama, Mystery; Language: sv; Overview: Ten-year-old Alexander reveals joys and conflicts of Ekdahl family.), Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 3519:Force 10 from Navarone (Genres: Action, Adventure, War, Thriller; Language: en; Overview: Mallory and Miller's mission with Force 10 hides secret agenda.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 1454:SubUrbia (Genres: Comedy, Drama; Language: en; Overview: Suburban teens support each other navigating the challenges of adulthood.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1831 - Reason: This movie features a family adventure in a science fiction setting, which aligns with the user's enjoyment of family-oriented stories like "Flight of the Navigator" and "Hook." Rank 2: Movie 1441 - Reason: The romantic and comedic elements, along with the character's unique perspective, resonate with the user's appreciation for heartfelt stories like "Sleepless in Seattle." Rank 3: Movie 1356 - Reason: The science fiction and adventure aspects, combined with a thrilling narrative, match the user's interest in complex stories as seen in "Flight of the Navigator." Rank 4: Movie 2498 - Reason: This film's comedic and family themes align with the user's enjoyment of light-hearted narratives, similar to "Little Shop of Horrors" and "Winnie the Pooh and the Blustery Day." Rank 5: Movie 1454 - Reason: The exploration of teenage challenges and friendships reflects the user's affinity for character-driven stories, akin to "Sleepless in Seattle." Rank 6: Movie 58 - Reason: Although it's a romantic comedy, the Italian setting and poetic elements may not strongly resonate with the user's preferred genres. Rank 7: Movie 2068 - Reason: The fantasy and drama aspects may be less appealing to the user, who prefers more straightforward narratives like "Airplane!" and "Hook." Rank 8: Movie 3448 - Reason: While it has comedy and drama, the war setting might not align with the user's preference for lighter, family-oriented films. Rank 9: Movie 3519 - Reason: The action and war themes may not resonate with the user's interest in more whimsical and family-friendly stories. Rank 10: Movie 2797 - Reason: Although it has fantasy and comedy elements, the adult themes may not align with the user's preference for family-oriented narratives.

Rank 1: Movie 2068 - Reason: This film explores family dynamics and personal growth, resonating with the user's appreciation for character-driven narratives as seen in "Sleepless in Seattle" and "Hook." Rank 2: Movie 3519 - Reason: The action and adventure elements combined with a secret agenda align with the user's interest in engaging plots, similar to the adventurous themes in "Flight of the Navigator." Rank 3: Movie 1454 - Reason: The focus on suburban life and the challenges of adulthood connects with the user's enjoyment of character relationships in films like "Big" and "Benny & Joon." Rank 4: Movie 3448 - Reason: The blend of comedy and drama in a war setting mirrors the user's taste for humor interwoven with serious themes, as seen in "Good Morning, Vietnam." Rank 5: Movie 58 - Reason: The romantic storyline and comedic elements resonate with the user's love for heartfelt romances, similar to "Sleepless in Seattle." Rank 6: Movie 2797 - Reason: The fantastical premise of a boy becoming an adult overnight aligns with the user's enjoyment of whimsical stories like "Bedknobs and Broomsticks." Rank 7: Movie 1441 - Reason: The unique romance and quirky characters appeal to the user's preference for offbeat love stories, akin to "Little Shop of Horrors." Rank 8: Movie 2498 - Reason: The comedic take on family dynamics and science fiction aligns with the user's appreciation for light-hearted narratives, though it may not resonate as strongly as other films. Rank 9: Movie 1356 - Reason: While it features science fiction and action, the darker themes may not align well with the user's preference for more light-hearted or romantic narratives. Rank 10: Movie 1831 - Reason: The chaotic adventure may not appeal to the user's tastes as much, given their preference for character-driven stories and romantic elements.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.) Movie 357:Four Weddings and a Funeral (Genres: Comedy, Drama, Romance; Language: en; Overview: British comedy follows Charles and Carrie navigating love through weddings.) Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.) Movie 1080:Life of Brian (Genres: Comedy; Language: en; Overview: Brian Cohen, an average man, mistakenly becomes the Messiah.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 2021:Dune (Genres: Action, Science Fiction, Adventure; Language: en; Overview: War for Dune's Spice leads to betrayal and power struggles.) Movie 2174:Beetlejuice (Genres: Fantasy, Comedy; Language: en; Overview: Young couple becomes poltergeists, seek help to scare new owners.) Movie 2399:Santa Claus: The Movie (Genres: Family, Fantasy, Adventure, Science Fiction, Comedy; Language: en; Overview: Old man becomes Santa; elf battles evil toy manufacturer.) Movie 2453:The Boy Who Could Fly (Genres: Drama, Family, Fantasy, Science Fiction; Language: en; Overview: Milly befriends autistic neighbor Eric, transforming their family's struggles.) Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) There are 10 Candidates for recommendation: Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 1102:American Strays (Genres: Action, Comedy; Language: en; Overview: Desert travels reveal stories of death, struggle, and unexpected showdowns.), Movie 198:Strange Days (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Ex-cop Lenny investigates recorded memories, facing blackmail and murder.), Movie 2568:The Mod Squad (Genres: Action, Mystery, Thriller; Language: en; Overview: Three delinquents help an officer bust a drug ring.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 1369:I Can't Sleep (Genres: Drama, Mystery; Language: fr; Overview: Hotel manager teaches self-defense; lives intersect amid serial killer.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 2049:The Happiest Millionaire (Genres: Comedy, Drama, Family, Music; Language: en; Overview: Irish immigrant John Lawless becomes butler to eccentric millionaire Biddle.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2498 - Reason: This movie blends comedy and science fiction, offering a lighthearted yet imaginative story that aligns with the user's enjoyment of family-friendly narratives. Rank 2: Movie 2049 - Reason: The mix of comedy, drama, and music in this film resonates with the user's appreciation for character-driven stories that explore relationships and personal growth. Rank 3: Movie 344 - Reason: The comedic mystery elements and quirky protagonist match the user's taste for humor and engaging plots, similar to their enjoyment of "Life of Brian." Rank 4: Movie 1210 - Reason: This adventure and action-packed film features iconic characters and a classic battle between good and evil, appealing to the user's interest in thrilling narratives like "Mission: Impossible." Rank 5: Movie 329 - Reason: The science fiction and adventure themes resonate with the user's liking for complex stories, as seen in their appreciation for "Dune." Rank 6: Movie 1831 - Reason: The drama and family elements, along with a mysterious plot, align with the user's interest in character-driven narratives, similar to "Ulee's Gold." Rank 7: Movie 1369 - Reason: The film's dramatic and mysterious tone may not align as closely with the user's preference for lighter, more comedic narratives. Rank 8: Movie 2568 - Reason: This action and mystery film may not resonate with the user, as it lacks the comedic and family-friendly elements they seem to prefer. Rank 9: Movie 1102 - Reason: The blend of action and comedy may appeal somewhat, but the darker themes of death and struggle might not align with the user's more uplifting preferences. Rank 10: Movie 198 - Reason: The crime and thriller aspects, along with a darker narrative, are likely less appealing to the user, who prefers more lighthearted and comedic films.

Rank 1: Movie 2498 - Reason: This movie combines comedy and science fiction elements, appealing to the user's enjoyment of light-hearted yet imaginative narratives as seen in their history. Rank 2: Movie 1369 - Reason: The film's dramatic and mysterious themes resonate with the user's interest in complex stories, similar to the intensity found in "The Shawshank Redemption." Rank 3: Movie 198 - Reason: This movie's blend of crime, drama, and science fiction aligns well with the user's preference for thought-provoking and thrilling narratives. Rank 4: Movie 1831 - Reason: The adventure and family dynamics in this film echo the user's appreciation for heartwarming stories, akin to their enjoyment of "The Boy Who Could Fly." Rank 5: Movie 2049 - Reason: The mix of comedy and family themes resonates with the user's fondness for light-hearted narratives, similar to "Four Weddings and a Funeral." Rank 6: Movie 1210 - Reason: This action-packed film with a strong sci-fi element aligns with the user's interest in thrilling adventures, reminiscent of "Mission: Impossible." Rank 7: Movie 1102 - Reason: The combination of action and comedy in this film appeals to the user's taste for entertaining and dynamic storytelling, as seen in "Bowfinger." Rank 8: Movie 344 - Reason: While comedic, this movie's focus on a quirky detective might not resonate as strongly with the user's preference for deeper narratives. Rank 9: Movie 329 - Reason: Although it includes action and adventure, the film's reliance on established franchise elements may not align with the user's preference for original storytelling. Rank 10: Movie 2568 - Reason: The movie's focus on a drug ring and thriller aspects may not appeal to the user, who seems to prefer more character-driven and emotional narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.) Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 248:Houseguest (Genres: Comedy, Family; Language: en; Overview: Con man pretends to be family friend to escape mob debt.) Movie 435:Coneheads (Genres: Comedy, Science Fiction, Family; Language: en; Overview: Aliens Beldar and Prymatt navigate life in Paramus, New Jersey.) Movie 543:So I Married an Axe Murderer (Genres: Comedy, Crime, Romance; Language: en; Overview: Charlie falls for butcher; parents suspect her of murder.) Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.) Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2693:Trekkies (Genres: Documentary; Language: en; Overview: A comedic exploration of the universe's most passionate enthusiasts.) There are 10 Candidates for recommendation: Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.), Movie 2338:I Still Know What You Did Last Summer (Genres: Horror, Mystery, Thriller; Language: en; Overview: Murderer targets Julie and friends in Bahamas; Ray must save.), Movie 3847:Ilsa: She Wolf of the SS (Genres: Thriller, Horror, War; Language: en; Overview: Ilsa conducts experiments on prisoners to prove women's resilience.), Movie 774:God's Gift (Genres: Drama; Language: fr; Overview: Peddler finds mute boy; adopts, bonds, reveals tragic history.), Movie 1552:Con Air (Genres: Action, Thriller, Crime; Language: en; Overview: Criminals hijack a plane; Cameron Poe seeks family reunion.), Movie 766:I Shot Andy Warhol (Genres: Drama; Language: en; Overview: Valerie Solanas, radical feminist, shot Andy Warhol over ignored screenplay.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1210 - Reason: This movie combines adventure and action with a strong narrative, appealing to the user's interest in thrilling and engaging stories as seen in their history. Rank 2: Movie 2424 - Reason: The romantic comedy elements resonate with the user's enjoyment of character-driven stories, similar to the family dynamics in "Mr. Holland's Opus." Rank 3: Movie 344 - Reason: The comedic mystery aspect aligns with the user's preference for light-hearted entertainment, as seen in their enjoyment of "Houseguest" and "Coneheads." Rank 4: Movie 1552 - Reason: The action and thriller components mirror the user's interest in intense narratives, similar to "Mission: Impossible." Rank 5: Movie 2268 - Reason: The courtroom drama and moral dilemmas reflect the user's appreciation for thought-provoking stories, akin to "Apollo 13." Rank 6: Movie 766 - Reason: The exploration of complex characters and societal issues connects with the user's interest in deeper narratives, as seen in "Ulee's Gold." Rank 7: Movie 2338 - Reason: The horror and mystery elements may not align with the user's typical preferences for uplifting or comedic films. Rank 8: Movie 774 - Reason: The dramatic themes and emotional depth might not resonate with the user's preference for lighter, more comedic content. Rank 9: Movie 597 - Reason: While it has romance, the adult themes may not align with the user's family-oriented preferences seen in "Mr. Holland's Opus." Rank 10: Movie 3847 - Reason: The horror and controversial themes are likely to be outside the user's typical viewing interests, which lean towards family and comedy.

Rank 1: Movie 597 - Reason: The romantic transformation and character development resonate with the user's appreciation for heartfelt stories, as seen in "Mr. Holland's Opus." Rank 2: Movie 344 - Reason: The comedic and adventurous elements align with the user's enjoyment of lighthearted, entertaining narratives like "Houseguest." Rank 3: Movie 2424 - Reason: The online romance and emotional connection mirror the user's interest in romantic comedies, similar to "Shakespeare in Love." Rank 4: Movie 1210 - Reason: The epic adventure and character arcs reflect the user's taste for thrilling narratives, akin to "Apollo 13." Rank 5: Movie 2268 - Reason: The intense drama and moral dilemmas resonate with the user's appreciation for serious storytelling, similar to "Ulee's Gold." Rank 6: Movie 774 - Reason: The emotional bond and tragic history align with the user's interest in poignant dramas, reminiscent of "Mr. Holland's Opus." Rank 7: Movie 1552 - Reason: The action-packed narrative and quest for family connect with the user's enjoyment of thrilling stories like "Mission: Impossible." Rank 8: Movie 3847 - Reason: The horror and war themes may not align with the user's preference for uplifting and family-oriented films. Rank 9: Movie 766 - Reason: The focus on a controversial historical figure may not resonate with the user's interest in more mainstream, feel-good narratives. Rank 10: Movie 2338 - Reason: The horror elements and thriller aspects are likely outside the user's preference for family-friendly and uplifting stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.) Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.) Movie 1286:Somewhere in Time (Genres: Science Fiction, Drama, Fantasy, Romance; Language: en; Overview: Young writer time-travels, falls in love with actress, faces challenges.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 2005:The Goonies (Genres: Adventure, Comedy, Family; Language: en; Overview: Teenagers discover treasure map, seek One-Eyed Willie to save homes.) Movie 2021:Dune (Genres: Action, Science Fiction, Adventure; Language: en; Overview: War for Dune's Spice leads to betrayal and power struggles.) Movie 2375:The Money Pit (Genres: Comedy, Romance; Language: en; Overview: Couple's dream home becomes a costly nightmare, testing their relationship.) Movie 2693:Trekkies (Genres: Documentary; Language: en; Overview: A comedic exploration of the universe's most passionate enthusiasts.) Movie 3347:Never Cry Wolf (Genres: Action, Adventure, Drama; Language: en; Overview: Farley Mowat discovers wolves' true role in the ecosystem.) Movie 3591:Mr. Mom (Genres: Comedy, Drama, Family; Language: en; Overview: Jack loses job; Caroline works while he learns homemaking skills.) There are 10 Candidates for recommendation: Movie 3277:Beloved/Friend (Genres: Drama, Foreign; Language: en; Overview: A professor chooses a young student for his literary legacy.), Movie 3781:Shaft in Africa (Genres: Adventure, Action, Thriller, Crime, Mystery; Language: en; Overview: Detective Shaft goes undercover in Ethiopia and France to dismantle trafficking.), Movie 2311:2010 (Genres: Thriller, Science Fiction; Language: en; Overview: Americans and Russians unite to investigate Jupiter's black monolith.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 258:A Kid in King Arthur's Court (Genres: Adventure, Fantasy, Comedy, Science Fiction, Family; Language: en; Overview: Calvin Fuller travels to Camelot to help save King Arthur.), Movie 1861:Junk Mail (Genres: Comedy, Thriller; Language: nb; Overview: Oslo mail carrier's life changes after breaking into deaf woman's apartment.), Movie 522:Romper Stomper (Genres: Action, Drama, Thriller; Language: en; Overview: Nazi skinheads confront Vietnamese; conflict leads to unexpected consequences.), Movie 1892:A Perfect Murder (Genres: Crime, Thriller, Drama; Language: en; Overview: Steven Taylor seeks his wife's love, not just her presence.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 329 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 344 - Reason: The comedic and mystery aspects of this film resonate with the user's enjoyment of light-hearted yet engaging narratives, similar to "The Goonies." Rank 3: Movie 1441 - Reason: The romantic and quirky elements in this film reflect the user's interest in character-driven stories with emotional depth, akin to "My Fair Lady." Rank 4: Movie 1861 - Reason: This movie's comedic twist on everyday life challenges aligns with the user's appreciation for humor in relatable situations, similar to "Mr. Mom." Rank 5: Movie 3781 - Reason: The adventure and crime thriller aspects of this film appeal to the user's taste for action and suspense, reminiscent of "Dune." Rank 6: Movie 1892 - Reason: The psychological tension and crime elements cater to the user's interest in intelligent narratives, similar to "Good Will Hunting." Rank 7: Movie 2311 - Reason: This film's exploration of science fiction themes and international cooperation aligns with the user's appreciation for thought-provoking stories, as seen in "Dune." Rank 8: Movie 522 - Reason: The intense drama and action may not resonate as much with the user, who seems to prefer lighter or more uplifting narratives. Rank 9: Movie 258 - Reason: The fantasy elements may not align with the user's established preferences for more grounded stories, making it less appealing. Rank 10: Movie 3277 - Reason: The foreign drama aspect might not align with the user's typical choices, which lean more towards mainstream narratives.

Rank 1: Movie 1892 - Reason: The psychological intensity and themes of betrayal resonate with the user's interest in complex, dramatic narratives. Rank 2: Movie 258 - Reason: This adventure-comedy features a fantastical journey, appealing to the user's enjoyment of family-friendly, imaginative stories. Rank 3: Movie 3277 - Reason: The drama and emotional depth align with the user's preference for character-driven narratives, similar to "Good Will Hunting." Rank 4: Movie 329 - Reason: This science fiction adventure combines action and nostalgia, appealing to the user's interest in thought-provoking narratives like "Dune." Rank 5: Movie 522 - Reason: The intense drama and exploration of social issues align with the user's appreciation for meaningful storytelling found in their history. Rank 6: Movie 1441 - Reason: The romantic and comedic elements, along with a focus on unique characters, appeal to the user's preference for heartfelt stories. Rank 7: Movie 344 - Reason: The comedic mystery aspect aligns with the user's enjoyment of light-hearted films, similar to "The Goonies." Rank 8: Movie 3781 - Reason: While adventurous, the crime and thriller elements may not resonate as strongly with the user's preference for more character-focused narratives. Rank 9: Movie 2311 - Reason: The thriller aspects may not align with the user's preference for emotional depth and character development found in their favored films. Rank 10: Movie 1861 - Reason: The comedic thriller may lack the emotional resonance and depth the user typically enjoys in their movie selections.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 368:Maverick (Genres: Action, Adventure, Comedy, Drama, Western; Language: en; Overview: Maverick partners with a woman gambler to enter poker game.) Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.) Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.) Movie 1371:Star Trek: The Motion Picture (Genres: Science Fiction, Adventure, Mystery; Language: en; Overview: Admiral Kirk commands Enterprise to intercept destructive space entity approaching Earth.) Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.) Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2863:A Hard Day's Night (Genres: Comedy, Music; Language: en; Overview: The Beatles navigate chaos en route to a TV performance.) Movie 3671:Blazing Saddles (Genres: Western, Comedy; Language: en; Overview: Town named Johnson faces railroad threat; new black sheriff appointed.) There are 10 Candidates for recommendation: Movie 1328:The Amityville Curse (Genres: Horror; Language: en; Overview: Five people are haunted by ghosts in an abandoned house.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 493:Menace II Society (Genres: Drama, Action, Crime; Language: en; Overview: Menace II Society follows Caine's challenging coming-of-age summer journey.), Movie 2437:Wilde (Genres: Drama, History; Language: en; Overview: Oscar Wilde's struggle: genius, love, marriage, and self-acceptance conflict.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 2163:Attack of the Killer Tomatoes! (Genres: Comedy, Horror, Science Fiction; Language: en; Overview: Killer tomatoes revolt against humanity in this comedic B-movie.), Movie 3275:The Boondock Saints (Genres: Action, Thriller, Crime; Language: en; Overview: Twin brothers combat Boston's criminals through God-inspired vigilante justice.), Movie 1227:Once Upon a Time in America (Genres: Drama, Crime; Language: en; Overview: Jewish gangster returns to confront past regrets in Manhattan.), Movie 1658:A Life Less Ordinary (Genres: Fantasy, Drama, Comedy, Thriller, Science Fiction, Romance; Language: en; Overview: Angels help spoiled girl find love after a kidnapping mishap.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 329 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 1356 - Reason: The time travel aspect and the battle against the Borg resonate with the user's interest in thrilling narratives that involve high stakes and intelligent plots. Rank 3: Movie 1328 - Reason: The horror elements and supernatural themes may appeal to the user's taste for suspenseful and intriguing stories, even if it's a genre shift. Rank 4: Movie 2437 - Reason: The historical drama and exploration of personal struggles in Wilde's life might attract the user, given their appreciation for character-driven narratives. Rank 5: Movie 493 - Reason: This film's gritty coming-of-age story and dramatic themes align with the user's interest in complex character arcs and societal issues. Rank 6: Movie 1658 - Reason: The blend of fantasy, romance, and comedy offers a unique narrative that may intrigue the user, even if it's lighter than their usual preferences. Rank 7: Movie 2163 - Reason: The comedic and absurd nature of this film might not resonate as strongly with the user, who seems to prefer more serious themes. Rank 8: Movie 1227 - Reason: The deep exploration of crime and regret may appeal to the user's taste for dramatic storytelling, though it diverges from their usual genres. Rank 9: Movie 1777 - Reason: The romantic comedy aspect may not align with the user's preference for more serious narratives and complex themes. Rank 10: Movie 3275 - Reason: The vigilante justice theme and action elements might be less appealing to the user, who seems to favor more intricate and thought-provoking plots.

Rank 1: Movie 1328 - Reason: This movie's horror elements and haunting storyline may intrigue the user, offering a thrilling experience outside their usual genres. Rank 2: Movie 329 - Reason: The combination of science fiction and action aligns with the user's interest in complex narratives, particularly in the Star Trek franchise. Rank 3: Movie 493 - Reason: This film's dramatic and action-packed coming-of-age story resonates with the user's appreciation for character-driven narratives. Rank 4: Movie 1777 - Reason: The romantic comedy elements and character relationships mirror the user's enjoyment of romantic themes seen in their history. Rank 5: Movie 1227 - Reason: The drama and crime aspects, along with themes of regret, connect with the user's taste for intense and emotional storytelling. Rank 6: Movie 2437 - Reason: The historical drama surrounding Oscar Wilde's life aligns with the user's interest in character studies and complex narratives. Rank 7: Movie 1658 - Reason: The blend of fantasy, comedy, and romance offers a unique twist that may appeal to the user's diverse taste in genres. Rank 8: Movie 2163 - Reason: This comedic B-movie may not resonate with the user’s preference for more serious narratives, making it less appealing. Rank 9: Movie 3275 - Reason: The action and crime elements might not align with the user's preference for more nuanced storytelling found in their watched films. Rank 10: Movie 1356 - Reason: While it has sci-fi elements, the focus on action over character development may not match the user's preference for deeper narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.) Movie 1125:The Return of the Pink Panther (Genres: Mystery, Comedy, Crime; Language: en; Overview: Pink Panther jewel stolen; Inspector Clouseau investigates 'The Phantom'.) Movie 1135:Private Benjamin (Genres: Comedy; Language: en; Overview: High society woman joins army, faces unexpected challenges and difficulties.) Movie 1240:The Terminator (Genres: Action, Thriller, Science Fiction; Language: en; Overview: Cyborg assassin sent to kill Sarah Connor; resistance fights back.) Movie 1583:A Simple Wish (Genres: Adventure, Comedy, Family, Fantasy; Language: en; Overview: Male fairy godmother aids girl’s wish amid broken magic and witches.) Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.) Movie 2393:Star Trek: Insurrection (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Captain Picard defends a planet from alien and Starfleet factions.) Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.) Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.) Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.) There are 10 Candidates for recommendation: Movie 2460:The Texas Chainsaw Massacre 2 (Genres: Horror; Language: en; Overview: Radio host targeted by cannibal family; ex-Marshall pursues them.), Movie 1163:Mina Tannenbaum (Genres: Drama, Comedy; Language: fr; Overview: Two childhood friends grow apart as they become adults.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 2236:Simon Birch (Genres: Comedy, Drama, Family; Language: en; Overview: Joe and Simon's friendship grows through challenges and self-discovery.), Movie 3158:The Emperor and the Assassin (Genres: Drama, History; Language: zh; Overview: King of Qin sends concubine; loyalty falters amid cruelty.), Movie 75:Big Bully (Genres: Comedy, Family; Language: en; Overview: Writer confronts childhood bully, reliving past pain and torment.), Movie 2231:Rounders (Genres: Drama, Crime; Language: en; Overview: Reformed gambler plays poker again to help friend with debts.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 3148:The Cider House Rules (Genres: Drama; Language: en; Overview: Orphan Homer becomes a skilled physician, seeking his own path.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1441 - Reason: This film explores themes of romance and mental health, resonating with the user's appreciation for character-driven stories like "My Fair Lady" and "Man on the Moon." Rank 2: Movie 2498 - Reason: The blend of comedy and science fiction in this film aligns with the user's enjoyment of light-hearted narratives, similar to "A Simple Wish" and "Galaxy Quest." Rank 3: Movie 1356 - Reason: This movie features a strong science fiction narrative with action and adventure, appealing to the user's interest in complex, thrilling stories like "Star Trek: Insurrection" and "The Terminator." Rank 4: Movie 75 - Reason: The comedic elements combined with a family theme resonate with the user's preference for heartfelt stories, akin to "Private Benjamin" and "Crocodile Dundee." Rank 5: Movie 2460 - Reason: The horror genre may not align with the user's typical preferences, as their history shows a stronger inclination towards comedy and family films. Rank 6: Movie 3158 - Reason: This historical drama may not fully match the user's interests, which lean more towards lighter genres such as comedy and family narratives. Rank 7: Movie 2231 - Reason: The themes of crime and personal struggle in this drama may resonate with the user's appreciation for complex character arcs, similar to "Man on the Moon." Rank 8: Movie 3148 - Reason: This drama focuses on personal growth and challenges, which aligns with the user's interest in character development seen in films like "My Fair Lady." Rank 9: Movie 1163 - Reason: The more serious tone and themes of adult relationships may not align with the user's preference for lighter, comedic narratives. Rank 10: Movie 2236 - Reason: While it features friendship and self-discovery, the overall tone may be too dramatic compared to the user's favored genres of comedy and family films.

Rank 1: Movie 1356 - Reason: This movie combines science fiction, action, and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2231 - Reason: The psychological intensity and moral dilemmas in this drama resonate with the user's interest in character-driven narratives. Rank 3: Movie 1441 - Reason: The romantic and quirky elements in this film appeal to the user's enjoyment of unique love stories, similar to "My Fair Lady." Rank 4: Movie 3148 - Reason: This film's exploration of personal growth and moral choices aligns with the user's appreciation for character development in dramas. Rank 5: Movie 75 - Reason: The comedic and family-oriented themes connect with the user's enjoyment of light-hearted narratives, as seen in "A Simple Wish." Rank 6: Movie 3158 - Reason: The historical drama and themes of loyalty and betrayal may not strongly resonate with the user's preferences for lighter, more uplifting films. Rank 7: Movie 2236 - Reason: The coming-of-age story and friendship dynamics align well with the user's interest in heartfelt, character-driven narratives. Rank 8: Movie 2498 - Reason: The comedic and fantastical elements might appeal to the user's lighter preferences, but it may not have the depth they typically enjoy. Rank 9: Movie 2460 - Reason: The horror genre and intense themes may not align with the user's preference for more light-hearted and comedic films. Rank 10: Movie 1163 - Reason: The film's focus on adult relationships and complexities might not resonate with the user's preference for more straightforward, uplifting stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 292:Outbreak (Genres: Action, Drama, Science Fiction, Thriller; Language: en; Overview: Airborne virus epidemic threatens USA; Col Daniels must contain outbreak.) Movie 520:Robin Hood: Men in Tights (Genres: Comedy; Language: en; Overview: Robin Hood returns, fights King John and Sheriff of Rottingham.) Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.) Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.) Movie 2012:Back to the Future Part III (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc face challenges in the Wild West, 1885.) Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.) Movie 2105:Tron (Genres: Science Fiction, Action, Adventure; Language: en; Overview: Kevin Flynn battles the Master Control Program to free The Grid.) Movie 2193:Willow (Genres: Adventure, Drama, Action; Language: en; Overview: Evil queen imprisons pregnant women; baby Elora escapes with Willow.) Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.) Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.) There are 10 Candidates for recommendation: Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 638:Jack & Sarah (Genres: Comedy, Drama, Romance; Language: en; Overview: Jack thrives in life until an accident leaves him alone.), Movie 3828:Better Living (Genres: Comedy; Language: en; Overview: Comedy exploring family bonds and hope amidst hardship.), Movie 2480:Dry Cleaning (Genres: Drama; Language: fr; Overview: Bored couple's lives change dramatically after taking in young man.), Movie 33:Wings of Courage (Genres: Romance, Adventure; Language: fr; Overview: Please provide the overview you'd like summarized into 10 words.), Movie 3573:Carnosaur 2 (Genres: Horror, Science Fiction; Language: fr; Overview: Scientists investigate nuclear facility, discover cloned dinosaurs instead of meltdown.), Movie 1543:The Designated Mourner (Genres: ; Language: en; Overview: Jack and Judy navigate life under a repressive regime together.), Movie 2411:Rocky IV (Genres: Drama; Language: en; Overview: Rocky returns to fight Drago for revenge and redemption.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1210 - Reason: This movie features a thrilling adventure and complex character dynamics, aligning with the user's interest in action-packed narratives like "Indiana Jones." Rank 2: Movie 2424 - Reason: The romantic comedy elements resonate with the user's appreciation for character-driven stories, similar to "Breakfast at Tiffany's." Rank 3: Movie 329 - Reason: The blend of science fiction and adventure parallels the user's enjoyment of thrilling narratives, as seen in "Tron." Rank 4: Movie 2480 - Reason: The dramatic exploration of life changes connects with the user's interest in character development, akin to "Outbreak." Rank 5: Movie 1543 - Reason: The film's focus on navigating life under pressure aligns with the user's appreciation for dramatic and thought-provoking narratives. Rank 6: Movie 638 - Reason: The mix of comedy and drama reflects the user's taste for light-hearted yet emotional stories, similar to "Robin Hood: Men in Tights." Rank 7: Movie 3573 - Reason: The horror and science fiction elements may not align with the user's preferences for more mainstream adventure films. Rank 8: Movie 33 - Reason: The romantic adventure theme might not resonate strongly with the user's interest in more action-oriented films. Rank 9: Movie 3828 - Reason: The focus on family bonds and hope may not align with the user's preference for action and adventure genres. Rank 10: Movie 2411 - Reason: While it has drama, the sports theme may not appeal as much to the user's preference for adventure and science fiction.

Rank 1: Movie 3828 - Reason: This comedy explores family bonds and hope, resonating with the user's preference for heartfelt narratives. Rank 2: Movie 2424 - Reason: The romantic online connection mirrors the user's interest in love stories, similar to "Breakfast at Tiffany's." Rank 3: Movie 638 - Reason: This film's blend of comedy and drama aligns with the user's appreciation for character-driven stories, as seen in their history. Rank 4: Movie 3573 - Reason: The science fiction and horror elements provide a thrilling experience, appealing to the user's taste for intense narratives like "Outbreak." Rank 5: Movie 1210 - Reason: The adventure and action themes resonate with the user's love for epic stories, similar to "Indiana Jones and the Last Crusade." Rank 6: Movie 2480 - Reason: This drama's exploration of life changes aligns with the user's interest in character development, akin to "Breakfast at Tiffany's." Rank 7: Movie 2411 - Reason: The themes of revenge and redemption in this drama appeal to the user's affinity for intense emotional arcs, as seen in "Rocky IV." Rank 8: Movie 33 - Reason: The romantic adventure may not align closely with the user's preferences for more complex narratives. Rank 9: Movie 329 - Reason: While it features science fiction and action, the focus on a specific character may not resonate as strongly with the user's broader interests. Rank 10: Movie 1543 - Reason: The lack of clear genre focus and potentially heavy themes may not appeal to the user's preference for more engaging narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 539:Sleepless in Seattle (Genres: Comedy, Drama, Romance; Language: en; Overview: Boy sets dad up on date; journalist finds love instead.) Movie 830:The First Wives Club (Genres: Comedy; Language: en; Overview: Three ex-wives plot revenge on their unfaithful husbands financially.) Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.) Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.) Movie 1375:Star Trek III: The Search for Spock (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk and crew steal Enterprise to retrieve Spock's body.) Movie 1583:A Simple Wish (Genres: Adventure, Comedy, Family, Fantasy; Language: en; Overview: Male fairy godmother aids girl’s wish amid broken magic and witches.) Movie 2001:Lethal Weapon 2 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Riggs and Murtaugh uncover a diplomat's smuggling operation and bomb.) Movie 2105:Tron (Genres: Science Fiction, Action, Adventure; Language: en; Overview: Kevin Flynn battles the Master Control Program to free The Grid.) Movie 2393:Star Trek: Insurrection (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Captain Picard defends a planet from alien and Starfleet factions.) Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.) There are 10 Candidates for recommendation: Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 3446:Funny Bones (Genres: Comedy; Language: en; Overview: Tommy Fawkes seeks comic partner after failed Las Vegas debut.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 3830:Psycho Beach Party (Genres: Comedy; Language: en; Overview: 1960s beach movie spoof with slasher elements and identity disorder.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 2543:Six Ways to Sunday (Genres: Comedy; Language: en; Overview: Norman Reedus plays a violent hitman in a complicated romance.), Movie 2906:Random Hearts (Genres: Drama, Romance; Language: en; Overview: Two grieving spouses uncover affair details after tragic plane crash.), Movie 1640:Def Jam's How to Be a Player (Genres: Comedy, Romance; Language: en; Overview: Playboy Dray's escapades lead to a revealing Malibu party.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2424 - Reason: This romantic comedy explores the themes of love and connection in the digital age, which aligns with the user's preference for romantic narratives as seen in "Sleepless in Seattle." Rank 2: Movie 2498 - Reason: The blend of comedy, drama, and science fiction offers a lighthearted yet engaging story that resonates with the user's enjoyment of comedies like "The First Wives Club." Rank 3: Movie 329 - Reason: This film features elements of science fiction and adventure, appealing to the user's interest in thrilling narratives like "Star Trek III: The Search for Spock." Rank 4: Movie 344 - Reason: The comedic and mystery aspects of this film align with the user's enjoyment of humor in movies like "Monty Python and the Holy Grail." Rank 5: Movie 1441 - Reason: This movie presents a unique romantic story involving mental health, which could intrigue the user who appreciates character-driven narratives like "Sleepless in Seattle." Rank 6: Movie 1640 - Reason: The comedic and romantic escapades mirror the lighthearted tone found in the user's preferred films, making it a fitting choice. Rank 7: Movie 2906 - Reason: The drama and romance intertwine in a complex narrative, which may appeal to the user's taste for deeper emotional stories as seen in "Sleepless in Seattle." Rank 8: Movie 2543 - Reason: This film's comedic focus may not resonate as strongly with the user, given their preference for more romantic or dramatic narratives. Rank 9: Movie 3830 - Reason: The blend of comedy and slasher elements may be too unconventional for the user's taste, as they seem to prefer more straightforward romantic or adventure stories. Rank 10: Movie 3446 - Reason: The film's focus on a failed Las Vegas debut may not align with the user's interest in romantic or adventure narratives, making it less appealing.

Rank 1: Movie 3446 - Reason: This movie features a comedic journey of self-discovery, resonating with the user's enjoyment of character-driven comedies like "Sleepless in Seattle" and "The First Wives Club." Rank 2: Movie 344 - Reason: The quirky humor and mystery elements align well with the user's taste for comedic narratives, similar to "Monty Python and the Holy Grail." Rank 3: Movie 3830 - Reason: This film's blend of comedy and slasher elements offers a unique twist that might intrigue the user, reflecting their appreciation for unconventional storytelling as seen in "A Simple Wish." Rank 4: Movie 2424 - Reason: The romantic comedy aspect, featuring online connections, parallels the user's interest in love stories like "Sleepless in Seattle." Rank 5: Movie 2906 - Reason: The dramatic exploration of love and loss might resonate with the user's taste for emotional depth found in films like "Sleepless in Seattle." Rank 6: Movie 2543 - Reason: This movie's dark comedic tone and complex romance may appeal to the user's enjoyment of character-driven stories, akin to "Benny & Joon." Rank 7: Movie 1441 - Reason: The blend of comedy and romance, along with a focus on mental health, aligns with the user's interest in heartfelt narratives like "You've Got Mail." Rank 8: Movie 1640 - Reason: The comedic escapades and romantic elements may not align as closely with the user's preferences for more heartfelt or dramatic stories. Rank 9: Movie 329 - Reason: While it features science fiction and adventure, the more serious tone may not resonate as much with the user's preference for lighthearted comedies. Rank 10: Movie 2498 - Reason: The mix of comedy and science fiction may not appeal to the user as much, given their stronger inclination towards romantic and dramatic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 208:Waterworld (Genres: Adventure, Action; Language: en; Overview: Barmaid, mutant, and girl escape pirates seeking 'Dryland' map.) Movie 543:So I Married an Axe Murderer (Genres: Comedy, Crime, Romance; Language: en; Overview: Charlie falls for butcher; parents suspect her of murder.) Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.) Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 2012:Back to the Future Part III (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc face challenges in the Wild West, 1885.) Movie 2105:Tron (Genres: Science Fiction, Action, Adventure; Language: en; Overview: Kevin Flynn battles the Master Control Program to free The Grid.) Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.) Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.) There are 10 Candidates for recommendation: Movie 3351:Two Thousand Maniacs! (Genres: Horror; Language: en; Overview: Town's residents kill visitors for Civil War revenge during celebration.), Movie 1215:Army of Darkness (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Man battles undead in 1300 A.D. to retrieve Necronomicon.), Movie 394:Coldblooded (Genres: Action, Comedy; Language: en; Overview: Mob bookie becomes hitman, falls in love, seeks freedom.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 3128:A Map of the World (Genres: Drama; Language: en; Overview: Nurse faces child abuse charges after accident involving friend's child.), Movie 2378:Police Academy (Genres: Comedy, Crime; Language: en; Overview: New rules allow anyone to join police; Mahoney faces challenges.), Movie 2772:Detroit Rock City (Genres: Comedy, Music; Language: en; Overview: Teen fans in Detroit risk everything for Kiss concert tickets.), Movie 600:Love and a .45 (Genres: Crime, Thriller; Language: en; Overview: Watty and girlfriend flee after a robbery turns deadly.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 2530:Beneath the Planet of the Apes (Genres: Adventure, Science Fiction, Mystery; Language: en; Overview: Brent crash-lands, searches for Taylor, battles apes and humans.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3593 - Reason: This movie's action and science fiction elements, combined with its themes of rebellion against oppressive forces, may appeal to the user's interest in dramatic and heroic narratives like "Apollo 13." Rank 2: Movie 1356 - Reason: The time travel and adventure aspects resonate with the user's enjoyment of complex narratives, similar to the sci-fi elements in "Back to the Future Part III." Rank 3: Movie 2772 - Reason: The comedic and music elements in this film align with the user's appreciation for lighthearted stories, reminiscent of the humor found in "So I Married an Axe Murderer." Rank 4: Movie 2378 - Reason: The comedic take on crime and the challenges faced by the characters may attract the user, reflecting their enjoyment of comedic crime stories like "So I Married an Axe Murderer." Rank 5: Movie 2530 - Reason: The adventure and science fiction themes, along with the struggle for survival, may resonate with the user's interest in dramatic narratives like "Apollo 13." Rank 6: Movie 600 - Reason: The crime and thriller elements may appeal to the user, although its focus on a more violent narrative could be less aligned with their preferences. Rank 7: Movie 3351 - Reason: The horror aspect may not align with the user's interests, as they have shown a preference for more dramatic and romantic narratives. Rank 8: Movie 1215 - Reason: The fantasy and horror elements might not resonate with the user, who seems to prefer grounded stories with emotional depth. Rank 9: Movie 394 - Reason: The blend of action and comedy may not match the user's preference for more serious and dramatic storytelling as seen in their history. Rank 10: Movie 3128 - Reason: While it is a drama, the theme of child abuse may be too heavy and less appealing compared to the user's other preferred narratives.

Rank 1: Movie 2772 - Reason: This movie captures the spirit of youth and rebellion, appealing to the user's enjoyment of adventure and comedy as seen in their history with "Back to the Future Part III." Rank 2: Movie 3351 - Reason: The horror elements combined with a revenge theme may intrigue the user, reflecting their interest in crime and drama as seen in "Bonnie and Clyde." Rank 3: Movie 600 - Reason: The crime thriller aspect aligns with the user's appreciation for intense narratives, similar to "So I Married an Axe Murderer." Rank 4: Movie 394 - Reason: The mix of action and comedy resonates with the user's enjoyment of light-hearted yet engaging stories, akin to "Good Will Hunting." Rank 5: Movie 3593 - Reason: This science fiction film offers a unique take on humanity's struggles, which may appeal to the user's interest in thought-provoking narratives as seen in "The Sixth Sense." Rank 6: Movie 3128 - Reason: The dramatic themes of personal struggle and societal issues may resonate with the user's preference for deep, character-driven stories like "Apollo 13." Rank 7: Movie 2378 - Reason: The comedic take on crime and the lighthearted approach may not align strongly with the user's more serious drama preferences. Rank 8: Movie 1356 - Reason: The science fiction and action elements might not fully connect with the user's taste for more grounded, character-focused narratives. Rank 9: Movie 2530 - Reason: The adventure and mystery aspects may not appeal to the user's preference for more dramatic and character-driven stories. Rank 10: Movie 1215 - Reason: The fantasy and horror elements might not resonate with the user's historical preference for realistic and dramatic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.) Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.) Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.) Movie 1023:Winnie the Pooh and the Blustery Day (Genres: Animation, Family, Music; Language: en; Overview: Winnie the Pooh and friends face storms and flooding together.) Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.) Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.) Movie 2140:The Dark Crystal (Genres: Fantasy; Language: en; Overview: Gelfling seeks crystal shard to restore order and defeat Skeksis.) Movie 2436:Tea with Mussolini (Genres: Comedy, Drama, War; Language: en; Overview: Franco Zeffirelli's film depicts Luca's upbringing by foreign women.) Movie 3408:Erin Brockovich (Genres: Drama; Language: en; Overview: Mother investigates injustice, uncovers cover-up, and triumphs against adversaries.) Movie 3466:Heart and Souls (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance; Language: en; Overview: Businessman reunites with childhood guardian angels for afterlife purpose.) There are 10 Candidates for recommendation: Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 1876:Deep Impact (Genres: Action, Drama, Romance; Language: en; Overview: Asteroid threatens Earth; president sends astronaut team to stop it.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 2661:It Came from Outer Space (Genres: Horror, Science Fiction; Language: en; Overview: Astronomer claims meteorite is inhabited spacecraft, faces local scorn.), Movie 3287:The Tigger Movie (Genres: Animation, Family; Language: en; Overview: Friends prepare Eeyore's winter home; Tigger seeks other Tiggers.), Movie 476:The Inkwell (Genres: Comedy, Drama, Romance; Language: en; Overview: The Inkwell follows a boy's coming-of-age summer on Martha's Vineyard.), Movie 2169:Dead Man on Campus (Genres: Comedy; Language: en; Overview: Studious Josh is corrupted by partying roommate Cooper's lifestyle.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2424 - Reason: This romantic comedy features an engaging online relationship, appealing to the user's interest in heartfelt and character-driven stories like "Breakfast at Tiffany's." Rank 2: Movie 329 - Reason: The science fiction and adventure elements resonate with the user's appreciation for thrilling narratives, similar to "Apollo 13" and "Star Trek: First Contact." Rank 3: Movie 1831 - Reason: The family adventure theme aligns with the user's enjoyment of animated stories like "Winnie the Pooh and the Blustery Day," focusing on teamwork and resilience. Rank 4: Movie 1356 - Reason: This film combines action and time travel, appealing to the user's taste for complex narratives as seen in "The Shawshank Redemption" and "Apollo 13." Rank 5: Movie 1441 - Reason: The unique romance and character depth resonate with the user's interest in emotional storytelling, similar to "Fried Green Tomatoes." Rank 6: Movie 2661 - Reason: The horror and science fiction elements may not align with the user's preference for more uplifting and character-driven narratives. Rank 7: Movie 3287 - Reason: The family-friendly animation aligns with the user's enjoyment of lighthearted stories like "Winnie the Pooh and the Blustery Day." Rank 8: Movie 2169 - Reason: The college party theme may not resonate with the user's preference for more heartfelt and character-focused narratives. Rank 9: Movie 476 - Reason: The coming-of-age story may not align with the user's preference for more dramatic and intense narratives like "Erin Brockovich." Rank 10: Movie 1876 - Reason: The disaster theme may not appeal to the user's preference for character-driven stories with emotional depth, as seen in their history.

Rank 1: Movie 3287 - Reason: This animated family film features themes of friendship and adventure, appealing to the user's enjoyment of heartwarming stories like "Winnie the Pooh and the Blustery Day." Rank 2: Movie 1876 - Reason: The dramatic tension and heroic efforts in the face of disaster resonate with the user's appreciation for intense narratives, similar to "Apollo 13." Rank 3: Movie 476 - Reason: This coming-of-age story combines romance and humor, aligning with the user's interest in character-driven narratives seen in "Breakfast at Tiffany's." Rank 4: Movie 1356 - Reason: The science fiction elements and thrilling plot parallel the user's taste for adventurous stories, as seen in their interest in "The Dark Crystal." Rank 5: Movie 2424 - Reason: The romantic comedy aspect and online relationship dynamics connect with the user's enjoyment of romantic themes in "Breakfast at Tiffany's." Rank 6: Movie 2169 - Reason: The comedic exploration of college life may not resonate as strongly with the user, who seems to prefer more heartfelt and dramatic stories. Rank 7: Movie 1441 - Reason: The unique romance and quirky characters reflect the user's appreciation for character-driven narratives, similar to "Fried Green Tomatoes." Rank 8: Movie 1831 - Reason: The family adventure and sci-fi elements may appeal to the user, but the chaotic plot might not align with their preference for more grounded stories. Rank 9: Movie 329 - Reason: While it has science fiction elements, the focus on action over character development may not align with the user's preference for deeper narratives. Rank 10: Movie 2661 - Reason: The horror aspect may not resonate with the user, who appears to favor uplifting and dramatic stories rather than darker themes.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.) Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.) Movie 2005:The Goonies (Genres: Adventure, Comedy, Family; Language: en; Overview: Teenagers discover treasure map, seek One-Eyed Willie to save homes.) Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.) Movie 2043:Darby O'Gill and the Little People (Genres: Adventure, Fantasy, Science Fiction, Family; Language: en; Overview: Darby O'Gill battles a leprechaun for gold in enchanting adventure.) Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.) Movie 2453:The Boy Who Could Fly (Genres: Drama, Family, Fantasy, Science Fiction; Language: en; Overview: Milly befriends autistic neighbor Eric, transforming their family's struggles.) Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.) There are 10 Candidates for recommendation: Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 1413:The Whole Wide World (Genres: Drama, Romance; Language: en; Overview: Novalyne Price's tumultuous romance with pulp writer Robert E. Howard.), Movie 2532:Conquest of the Planet of the Apes (Genres: Action, Science Fiction; Language: en; Overview: Caesar plans a revolt against humanity in ape slavery world.), Movie 283:New Jersey Drive (Genres: Crime, Drama; Language: en; Overview: New Jersey Drive depicts car theft and police violence in Newark.), Movie 2609:The King of Masks (Genres: Drama; Language: zh; Overview: Aging performer Wang seeks apprentice, mourns lost family and legacy.), Movie 1376:Star Trek IV: The Voyage Home (Genres: Science Fiction, Adventure; Language: en; Overview: Kirk and crew face alien threat while returning to Earth.), Movie 2049:The Happiest Millionaire (Genres: Comedy, Drama, Family, Music; Language: en; Overview: Irish immigrant John Lawless becomes butler to eccentric millionaire Biddle.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1210 - Reason: This movie features an epic adventure and strong character arcs, appealing to the user's interest in thrilling narratives similar to "Twelve Monkeys" and "The Goonies." Rank 2: Movie 1441 - Reason: The romantic and quirky elements resonate with the user's appreciation for character-driven stories, akin to "Children of a Lesser God." Rank 3: Movie 2049 - Reason: This film's blend of comedy and family themes aligns with the user's enjoyment of heartfelt narratives, reminiscent of "The Boy Who Could Fly." Rank 4: Movie 2498 - Reason: The comedic and fantastical aspects of this film may attract the user, similar to the light-hearted adventure found in "Darby O'Gill and the Little People." Rank 5: Movie 344 - Reason: The comedic mystery aligns with the user's taste for humor and intrigue, paralleling the thrilling elements in "Soylent Green." Rank 6: Movie 2532 - Reason: The action and science fiction elements cater to the user's interest in intense narratives, akin to "Twelve Monkeys" and "Children of a Lesser God." Rank 7: Movie 2609 - Reason: This drama's exploration of legacy and family resonates with the user's appreciation for emotional depth, similar to "Ulee's Gold." Rank 8: Movie 1413 - Reason: The romantic drama may not strongly align with the user's preferences, as they seem to favor more adventurous or thrilling narratives. Rank 9: Movie 283 - Reason: The crime drama's focus on social issues may not appeal to the user's taste for lighter or more fantastical stories, as seen in their history. Rank 10: Movie 1376 - Reason: While it contains adventure, the film's tone may not resonate with the user's preference for more complex and thought-provoking narratives.

Rank 1: Movie 1376 - Reason: This movie combines science fiction and adventure elements, aligning strongly with the user's preference for imaginative and thrilling narratives as seen in "Twelve Monkeys" and "Soylent Green." Rank 2: Movie 344 - Reason: The comedic and mystery aspects of this film resonate with the user's enjoyment of quirky stories, similar to the light-hearted adventure in "The Goonies." Rank 3: Movie 1441 - Reason: The blend of comedy and romance in this film reflects the user's interest in character-driven stories, akin to the emotional depth found in "Children of a Lesser God." Rank 4: Movie 2532 - Reason: This film's action and science fiction themes connect with the user's appreciation for intense, thought-provoking narratives like "Soylent Green" and "Twelve Monkeys." Rank 5: Movie 1413 - Reason: The romantic drama in this film aligns with the user's taste for heartfelt stories, similar to the emotional journey in "Children of a Lesser God." Rank 6: Movie 1210 - Reason: The adventure and action elements of this film appeal to the user's love for epic narratives, reminiscent of the thrilling escapades in "The Goonies." Rank 7: Movie 2609 - Reason: The drama and emotional complexity in this film align with the user's appreciation for character-driven stories, much like "Ulee's Gold" and "Rain Man." Rank 8: Movie 283 - Reason: While the crime drama theme may not resonate as strongly with the user, it still offers a gritty narrative that could be intriguing, similar to "Bonnie and Clyde." Rank 9: Movie 2498 - Reason: The comedic and family-oriented elements may not align with the user's preference for more serious and thought-provoking narratives, as seen in their history. Rank 10: Movie 2049 - Reason: The musical and light-hearted aspects of this film may not appeal to the user, who seems to favor more dramatic and complex storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.) Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.) Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.) Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.) Movie 2046:Flight of the Navigator (Genres: Family, Science Fiction, Adventure; Language: en; Overview: David returns after eight years, uncovers UFO mystery, regains life.) Movie 2105:Tron (Genres: Science Fiction, Action, Adventure; Language: en; Overview: Kevin Flynn battles the Master Control Program to free The Grid.) Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.) Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.) Movie 3501:Murphy's Romance (Genres: Comedy, Romance; Language: en; Overview: Divorced woman starts ranch; ex-husband arrives, complicating relationships.) Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 1470:Rhyme & Reason (Genres: Documentary; Language: en; Overview: Study explores hip-hop's popularity and future through interviews.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 2806:Teaching Mrs. Tingle (Genres: Comedy, Thriller; Language: en; Overview: Leanne must navigate challenges to secure her Harvard scholarship.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 2091:Return from Witch Mountain (Genres: Adventure, Fantasy, Science Fiction, Family; Language: en; Overview: Tia rescues Tony from kidnappers planning major crimes in Los Angeles.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1831 - Reason: This movie features a family adventure in a science fiction setting, aligning with the user's enjoyment of imaginative and adventurous narratives. Rank 2: Movie 3593 - Reason: The action and science fiction elements, along with the struggle against oppression, may appeal to the user's taste for intense and dramatic stories. Rank 3: Movie 1356 - Reason: The time travel aspect and the thrilling pursuit against the Borg resonate with the user's interest in complex science fiction narratives. Rank 4: Movie 329 - Reason: The combination of action and adventure with a time travel theme aligns with the user's preference for engaging and thought-provoking plots. Rank 5: Movie 1441 - Reason: This film's romantic and comedic elements, featuring a unique love story, match the user's appreciation for romance and character-driven narratives. Rank 6: Movie 2424 - Reason: The online romance and comedic elements reflect the user's interest in light-hearted romantic stories. Rank 7: Movie 2806 - Reason: The comedic and thriller aspects of this film may engage the user, though it strays slightly from their usual preferences for more traditional narratives. Rank 8: Movie 527 - Reason: While a powerful and important film, its heavy themes may not align with the user's typical enjoyment of lighter, comedic films. Rank 9: Movie 2091 - Reason: The family adventure and fantasy elements may not resonate as strongly with the user, given their preference for more grounded or romantic narratives. Rank 10: Movie 1470 - Reason: As a documentary, it may not appeal to the user's preference for narrative-driven films with character development and plot.

Rank 1: Movie 527 - Reason: This powerful drama about moral courage and historical significance aligns with the user's appreciation for deep, impactful narratives as seen in their history. Rank 2: Movie 329 - Reason: The blend of science fiction and adventure in a classic franchise resonates with the user's interest in thrilling and imaginative stories. Rank 3: Movie 3593 - Reason: This action-packed science fiction film offers a unique premise that may intrigue the user, despite its mixed reception. Rank 4: Movie 1831 - Reason: The adventurous spirit and family themes echo the user's enjoyment of light-hearted, imaginative tales like "Flight of the Navigator." Rank 5: Movie 1356 - Reason: The time travel and action elements in this Star Trek film align well with the user's enjoyment of complex narratives in "Back to the Future Part II." Rank 6: Movie 2091 - Reason: This family-oriented adventure features a rescue mission, appealing to the user's preference for light-hearted, adventurous stories. Rank 7: Movie 1470 - Reason: The documentary's exploration of hip-hop culture may not resonate strongly with the user's established preferences for narrative-driven films. Rank 8: Movie 2424 - Reason: The romantic comedy elements and modern love story align with the user's interest in charming romantic narratives like "Breakfast at Tiffany's." Rank 9: Movie 1441 - Reason: While it has comedic and romantic elements, the film's eccentricity may not align with the user's typical preferences for more straightforward narratives. Rank 10: Movie 2806 - Reason: The thriller aspect may not appeal to the user as much, given their preference for more light-hearted comedies and dramas.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 830:The First Wives Club (Genres: Comedy; Language: en; Overview: Three ex-wives plot revenge on their unfaithful husbands financially.) Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.) Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.) Movie 1583:A Simple Wish (Genres: Adventure, Comedy, Family, Fantasy; Language: en; Overview: Male fairy godmother aids girl’s wish amid broken magic and witches.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.) Movie 2863:A Hard Day's Night (Genres: Comedy, Music; Language: en; Overview: The Beatles navigate chaos en route to a TV performance.) Movie 3447:The Good Earth (Genres: Drama; Language: en; Overview: Humble farmer struggles for land ownership in challenging circumstances.) Movie 3675:White Christmas (Genres: Comedy, Music, Romance; Language: en; Overview: Two entertainers team up post-war to create a successful act.) There are 10 Candidates for recommendation: Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 2531:Battle for the Planet of the Apes (Genres: Action, Science Fiction; Language: en; Overview: Intelligent apes and humans face conflict in post-apocalyptic finale.), Movie 1012:Old Yeller (Genres: Adventure, Drama, Western; Language: en; Overview: Travis cares for ranch; adopts a stray dog unexpectedly.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 3688:Porky's (Genres: Comedy; Language: en; Overview: In 1954, teens seek revenge on nightclub owner and sheriff.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 3634:Seven Days in May (Genres: Drama, Thriller; Language: en; Overview: General warns president about impending military coup plot against him.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1441 - Reason: This film combines comedy and romance with a unique character dynamic, appealing to the user's enjoyment of quirky relationships as seen in "Annie Hall" and "The First Wives Club." Rank 2: Movie 2424 - Reason: The romantic comedy aspect of this film aligns well with the user's preference for light-hearted love stories, similar to "Annie Hall" and "You've Got Mail." Rank 3: Movie 3593 - Reason: This action-packed science fiction film offers a thrilling narrative that might intrigue the user, reflecting their interest in adventure as seen in "The 13th Warrior." Rank 4: Movie 1356 - Reason: The blend of science fiction and adventure in this film resonates with the user's taste for complex narratives, similar to "The 13th Warrior." Rank 5: Movie 344 - Reason: This comedy features a unique protagonist and humorous situations, which may appeal to the user's enjoyment of comedies like "The Blues Brothers." Rank 6: Movie 2498 - Reason: The family-friendly comedy and sci-fi elements might attract the user, reflecting their interest in light-hearted narratives as seen in "A Simple Wish." Rank 7: Movie 3634 - Reason: This drama-thriller offers a serious tone and political intrigue that may not align with the user's preference for lighter, comedic films. Rank 8: Movie 3688 - Reason: The raunchy humor and teenage antics may not resonate with the user's taste for more sophisticated comedies like "Annie Hall" and "The First Wives Club." Rank 9: Movie 1012 - Reason: This adventure-drama about a boy and his dog might not align with the user's preference for comedic narratives, as seen in their history. Rank 10: Movie 2531 - Reason: The action and science fiction elements in this film might not appeal to the user, who seems to prefer character-driven stories and comedies.

Rank 1: Movie 2531 - Reason: This movie combines action and science fiction elements, appealing to the user's interest in adventurous narratives as seen in their history. Rank 2: Movie 3634 - Reason: The political thriller aspect resonates with the user's preference for dramatic tension and complex storytelling found in films like "Shakespeare in Love." Rank 3: Movie 1012 - Reason: The emotional bond between a boy and his dog aligns with the user's appreciation for heartfelt dramas, similar to "A Simple Wish." Rank 4: Movie 3688 - Reason: This comedy captures the essence of youthful rebellion and humor, which matches the user's enjoyment of light-hearted films like "The Blues Brothers." Rank 5: Movie 1441 - Reason: The quirky romance and character-driven narrative resonate with the user's love for romantic comedies like "Annie Hall." Rank 6: Movie 1356 - Reason: The blend of science fiction and action aligns with the user's interest in thrilling adventures, similar to "The 13th Warrior." Rank 7: Movie 344 - Reason: The comedic mystery format appeals to the user's taste for humor, akin to "Ace Ventura: Pet Detective." Rank 8: Movie 3593 - Reason: The film's action and science fiction elements may not align well with the user's preference for character-driven stories, as seen in their history. Rank 9: Movie 2498 - Reason: The family-friendly comedy aspect may not resonate as strongly with the user, who seems to prefer more mature themes in their movie choices. Rank 10: Movie 2424 - Reason: The romantic comedy format may feel too conventional for the user, who has shown a preference for more unique storytelling in films like "Shakespeare in Love."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 203:To Wong Foo, Thanks for Everything! Julie Newmar (Genres: Comedy; Language: en; Overview: Three drag queens stranded in a town challenge local prejudices.) Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.) Movie 1031:Bedknobs and Broomsticks (Genres: Adventure, Fantasy, Animation, Comedy, Family, Music; Language: en; Overview: Children evacuated in WWII discover their guardian is a trainee witch.) Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.) Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.) Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.) Movie 2115:Indiana Jones and the Temple of Doom (Genres: Adventure, Action; Language: en; Overview: Indiana Jones seeks a mystical stone, uncovering a secret cult.) Movie 2399:Santa Claus: The Movie (Genres: Family, Fantasy, Adventure, Science Fiction, Comedy; Language: en; Overview: Old man becomes Santa; elf battles evil toy manufacturer.) Movie 3095:The Grapes of Wrath (Genres: Drama; Language: en; Overview: Tom Joad returns home, family displaced, seeks new life in California.) Movie 3451:Guess Who's Coming to Dinner (Genres: Comedy, Drama, Romance; Language: en; Overview: Couple's attitudes challenged when daughter brings home black fiancé.) There are 10 Candidates for recommendation: Movie 1255:Bad Taste (Genres: Action, Comedy, Horror, Science Fiction; Language: en; Overview: Aliens target Earth for human flesh; rescue mission ensues.), Movie 3889:Highlander: Endgame (Genres: Action, Fantasy, Science Fiction; Language: en; Overview: Connor and Duncan unite against powerful immortal Kell, facing death.), Movie 3183:The Third Miracle (Genres: Drama; Language: en; Overview: Vatican investigates miracles of woman nominated for sainthood.), Movie 536:A Simple Twist of Fate (Genres: Drama, Family; Language: en; Overview: Heartbroken man adopts girl, finds joy, faces hidden secrets.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 2843:Black Cat, White Cat (Genres: Comedy, Romance; Language: sr; Overview: Matko owes gangster; son Zare must marry Dadan's sister.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 1747:Wag the Dog (Genres: Comedy, Drama; Language: en; Overview: President faces misconduct allegations; adviser stages fake war distraction.), Movie 301:Picture Bride (Genres: Drama, History; Language: en; Overview: Orphaned Riyo sails to Hawaii to marry, finds unexpected friendship.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1831 - Reason: This movie combines adventure and family themes, appealing to the user's enjoyment of imaginative storytelling as seen in "Mary Poppins" and "Bedknobs and Broomsticks." Rank 2: Movie 2843 - Reason: The comedic and romantic elements resonate with the user's appreciation for quirky relationships, similar to "Annie Hall" and "Guess Who's Coming to Dinner." Rank 3: Movie 1747 - Reason: This film's satirical take on political issues aligns with the user's interest in intelligent comedies like "Young Frankenstein" and "Annie Hall." Rank 4: Movie 3889 - Reason: The action and fantasy elements cater to the user's taste for adventurous narratives, reminiscent of "Indiana Jones and the Temple of Doom." Rank 5: Movie 3183 - Reason: The drama and exploration of faith and miracles may appeal to the user's appreciation for deep, character-driven stories like "The Grapes of Wrath." Rank 6: Movie 536 - Reason: This film's focus on family dynamics and hidden secrets aligns with the user's interest in emotional narratives, similar to "Annie Hall." Rank 7: Movie 1466 - Reason: The crime and moral conflict in this thriller may not resonate as strongly with the user's preference for lighter, comedic films. Rank 8: Movie 301 - Reason: The historical drama may not align with the user's preference for more fantastical or comedic narratives, as seen in their movie history. Rank 9: Movie 3114 - Reason: While it has family and comedy elements, the animated format may not appeal as much to the user's preferences for live-action storytelling. Rank 10: Movie 1255 - Reason: The horror and action blend in this film likely contrasts with the user's preference for lighthearted comedies and family-friendly narratives.

Rank 1: Movie 1747 - Reason: This movie's satirical take on politics and media manipulation aligns with the user's appreciation for clever, comedic narratives as seen in their history. Rank 2: Movie 536 - Reason: The heartfelt story of adoption and personal growth resonates with the user's interest in family dynamics and emotional journeys. Rank 3: Movie 301 - Reason: This film's exploration of cultural identity and relationships fits the user's preference for character-driven dramas, similar to "Annie Hall." Rank 4: Movie 1255 - Reason: The blend of humor and horror in a unique premise appeals to the user's taste for unconventional comedies like "Young Frankenstein." Rank 5: Movie 3114 - Reason: The animated adventure and themes of friendship and loyalty align well with the user's enjoyment of family-oriented films like "Mary Poppins." Rank 6: Movie 1831 - Reason: The family's struggle for survival in an adventurous setting mirrors the user's interest in fantastical journeys, akin to "Bedknobs and Broomsticks." Rank 7: Movie 3183 - Reason: The exploration of faith and miracles offers a dramatic depth that may resonate with the user's appreciation for thought-provoking narratives. Rank 8: Movie 1466 - Reason: The crime and moral dilemmas presented may not align with the user's preference for lighter, comedic films in their history. Rank 9: Movie 2843 - Reason: The cultural nuances and specific humor may not connect with the user's established taste for mainstream comedies and dramas. Rank 10: Movie 3889 - Reason: The action-oriented and fantasy elements might not resonate with the user's preference for character-driven stories found in their watched films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.) Movie 203:To Wong Foo, Thanks for Everything! Julie Newmar (Genres: Comedy; Language: en; Overview: Three drag queens stranded in a town challenge local prejudices.) Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.) Movie 1135:Private Benjamin (Genres: Comedy; Language: en; Overview: High society woman joins army, faces unexpected challenges and difficulties.) Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.) Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.) Movie 2316:Practical Magic (Genres: Drama, Fantasy, Comedy; Language: en; Overview: Sisters learn magic to resurrect boyfriend, unleashing evil spirit.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 2399:Santa Claus: The Movie (Genres: Family, Fantasy, Adventure, Science Fiction, Comedy; Language: en; Overview: Old man becomes Santa; elf battles evil toy manufacturer.) Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.) There are 10 Candidates for recommendation: Movie 1552:Con Air (Genres: Action, Thriller, Crime; Language: en; Overview: Criminals hijack a plane; Cameron Poe seeks family reunion.), Movie 989:Brother of Sleep (Genres: Drama; Language: de; Overview: Talented individuals in Alps experience decline in unique skills.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 411:Martin Lawrence: You So Crazy (Genres: Comedy; Language: en; Overview: Martin Lawrence's NYC comedy explores racism, relationships, and childhood experiences.), Movie 266:Legends of the Fall (Genres: Adventure, Drama, Romance, War; Language: en; Overview: Three brothers and father navigate life, love, and nature's challenges.), Movie 1693:Amistad (Genres: Drama, History, Mystery; Language: en; Overview: Amistad slaves revolt, seek freedom, gain allies in court.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2498:My Favorite Martian (Genres: Comedy, Drama, Family, Science Fiction; Language: en; Overview: News producer fired after compromising boss's daughter, discovers Martian spacecraft.), Movie 2642:Superman III (Genres: Comedy, Action, Adventure, Fantasy, Science Fiction; Language: en; Overview: Ross Webster hires Gus Gorman to create synthetic kryptonite against Superman.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 329 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's preference for engaging and imaginative narratives as seen in their history. Rank 2: Movie 1210 - Reason: The epic battle between good and evil, along with complex character arcs, resonates with the user's enjoyment of adventure and action-packed stories. Rank 3: Movie 2498 - Reason: The comedic and family-oriented aspects of this film match the user's fondness for light-hearted narratives, similar to their enjoyment of animated and family films. Rank 4: Movie 1356 - Reason: The time-traveling adventure and themes of confronting powerful foes appeal to the user's interest in thrilling and science fiction narratives. Rank 5: Movie 989 - Reason: The introspective drama may not align closely with the user's preference for more action-oriented or comedic films, making it less appealing. Rank 6: Movie 411 - Reason: The stand-up comedy format and exploration of social issues resonate with the user's appreciation for humor and relatable storytelling. Rank 7: Movie 2642 - Reason: The blend of comedy and adventure in a superhero context aligns with the user's enjoyment of light-hearted yet exciting narratives. Rank 8: Movie 266 - Reason: The dramatic and romantic elements may not fully align with the user's preference for more comedic or action-driven stories. Rank 9: Movie 1552 - Reason: The intense action and crime elements may not resonate as much with the user's preference for more comedic or family-oriented films. Rank 10: Movie 1693 - Reason: The historical drama may not appeal to the user's taste for lighter, more entertaining narratives, making it less likely to be favored.

Rank 1: Movie 411 - Reason: This movie explores themes of race and relationships through comedy, resonating with the user's enjoyment of character-driven narratives like in "To Wong Foo, Thanks for Everything! Julie Newmar." Rank 2: Movie 1693 - Reason: The historical drama and themes of freedom in this film align with the user's appreciation for complex narratives, similar to "Shakespeare in Love." Rank 3: Movie 1356 - Reason: This film combines science fiction and adventure, appealing to the user's interest in thrilling stories like "Mission: Impossible." Rank 4: Movie 329 - Reason: The adventure and action elements, along with the character-driven plot, resonate with the user's enjoyment of "Mission: Impossible" and "Return of the Jedi." Rank 5: Movie 2642 - Reason: The blend of comedy and adventure, along with a light-hearted take on superhero themes, aligns with the user's preference for family-friendly comedies like "Toy Story." Rank 6: Movie 989 - Reason: The introspective drama may not align closely with the user's preference for more action-oriented or comedic films. Rank 7: Movie 1210 - Reason: The epic adventure and character arcs resonate with the user's enjoyment of action and fantasy, similar to "The 13th Warrior." Rank 8: Movie 1552 - Reason: The action and thriller elements may appeal to the user, but the tone and premise might not align with their preference for more comedic narratives. Rank 9: Movie 2498 - Reason: The family and science fiction elements may not resonate as strongly with the user, given their preference for more straightforward comedies and adventures. Rank 10: Movie 266 - Reason: While it has adventure and drama, the more serious tone may not align with the user's preference for lighthearted and comedic films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 351:Corrina, Corrina (Genres: Comedy, Drama, Family, Romance; Language: en; Overview: Manny hires Corrina, who helps his mute daughter thrive.) Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.) Movie 943:The Ghost and Mrs. Muir (Genres: Fantasy, Romance, Mystery; Language: en; Overview: Widow befriends ghost; romance complicates their unique relationship.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 2005:The Goonies (Genres: Adventure, Comedy, Family; Language: en; Overview: Teenagers discover treasure map, seek One-Eyed Willie to save homes.) Movie 2393:Star Trek: Insurrection (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Captain Picard defends a planet from alien and Starfleet factions.) Movie 2717:Ghostbusters II (Genres: Comedy, Fantasy; Language: en; Overview: Ghostbusters return to help Dana with new ghostly threats.) Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.) Movie 3675:White Christmas (Genres: Comedy, Music, Romance; Language: en; Overview: Two entertainers team up post-war to create a successful act.) Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.) There are 10 Candidates for recommendation: Movie 411:Martin Lawrence: You So Crazy (Genres: Comedy; Language: en; Overview: Martin Lawrence's NYC comedy explores racism, relationships, and childhood experiences.), Movie 1621:Soul Food (Genres: Comedy, Drama; Language: en; Overview: Sisters' problems disrupt traditional Sunday dinners; grandson restores family unity.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.), Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.), Movie 1453:The Beautician and the Beast (Genres: Comedy, Romance; Language: en; Overview: Beautician mistakenly becomes teacher for president's children in Eastern Europe.), Movie 2590:Hideous Kinky (Genres: Romance, Drama; Language: en; Overview: Julia escapes dreary English life for Morocco with her daughters.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 417:Barcelona (Genres: Comedy, Drama, Romance; Language: en; Overview: Ted and Fred navigate relationships and conflicts in Barcelona.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2424 - Reason: This romantic comedy features a charming online relationship, appealing to the user's taste for heartfelt stories like "Corrina, Corrina" and "The Ghost and Mrs. Muir." Rank 2: Movie 1356 - Reason: The thrilling time travel aspect and action-packed narrative resonate with the user's enjoyment of complex science fiction, as seen in "Jurassic Park" and "Star Trek: Insurrection." Rank 3: Movie 329 - Reason: This film continues the engaging themes of adventure and science fiction, aligning with the user's interest in the "Star Trek" series. Rank 4: Movie 344 - Reason: The comedic mystery elements and quirky character of Ace Ventura match the user's appreciation for humor found in "Ferris Bueller's Day Off" and "Ghostbusters II." Rank 5: Movie 1441 - Reason: The blend of comedy, drama, and romance in this film reflects the user's interest in character-driven stories like "Ulee's Gold" and "Benny & Joon." Rank 6: Movie 417 - Reason: This film's exploration of relationships and cultural dynamics aligns with the user's affinity for romantic comedies and character interactions, similar to "You've Got Mail." Rank 7: Movie 411 - Reason: The stand-up comedy format and social commentary may not align as closely with the user's preference for narrative-driven films, making it a less appealing choice. Rank 8: Movie 1453 - Reason: While it has comedic elements, the premise of a beautician in a foreign setting may not resonate as strongly with the user's established preferences for family and heartfelt stories. Rank 9: Movie 2590 - Reason: The more serious tone and focus on personal struggles may not align with the user's preference for light-hearted comedies and adventures. Rank 10: Movie 1621 - Reason: Although it includes family themes, the dramatic focus on conflict may not appeal to the user's enjoyment of more comedic and uplifting narratives.

Rank 1: Movie 2424 - Reason: This romantic comedy explores the nuances of online relationships, aligning with the user's interest in heartfelt stories like "The Ghost and Mrs. Muir." Rank 2: Movie 411 - Reason: Martin Lawrence's comedy touches on relationships and personal experiences, resonating with the user's appreciation for character-driven narratives seen in "Ulee's Gold." Rank 3: Movie 329 - Reason: This film combines science fiction and adventure, appealing to the user's enjoyment of thrilling narratives as seen in "Star Trek: Insurrection." Rank 4: Movie 1441 - Reason: The unique romance and comedy surrounding mental health themes align with the user's interest in character complexities, similar to "Corrina, Corrina." Rank 5: Movie 344 - Reason: The comedic mystery aspect of tracking a missing mascot resonates with the user's enjoyment of light-hearted adventure as seen in "The Goonies." Rank 6: Movie 417 - Reason: This film's exploration of relationships in a foreign setting aligns with the user's appreciation for romantic comedies like "You've Got Mail." Rank 7: Movie 1621 - Reason: The family drama and themes of unity in "Soul Food" resonate with the user's interest in heartfelt family stories like "Ulee's Gold." Rank 8: Movie 1453 - Reason: The comedic misadventures in a foreign land connect with the user's enjoyment of light-hearted romance, similar to "What About Bob?" Rank 9: Movie 2590 - Reason: While it features a journey of self-discovery, the film's slower pace may not align with the user's preference for more upbeat narratives. Rank 10: Movie 1356 - Reason: Although it features action and adventure, the darker themes surrounding the Borg may not resonate as well with the user's preference for lighter, more comedic films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 435:Coneheads (Genres: Comedy, Science Fiction, Family; Language: en; Overview: Aliens Beldar and Prymatt navigate life in Paramus, New Jersey.) Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.) Movie 943:The Ghost and Mrs. Muir (Genres: Fantasy, Romance, Mystery; Language: en; Overview: Widow befriends ghost; romance complicates their unique relationship.) Movie 1375:Star Trek III: The Search for Spock (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk and crew steal Enterprise to retrieve Spock's body.) Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.) Movie 2043:Darby O'Gill and the Little People (Genres: Adventure, Fantasy, Science Fiction, Family; Language: en; Overview: Darby O'Gill battles a leprechaun for gold in enchanting adventure.) Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.) Movie 2874:The Pajama Game (Genres: Comedy, Music; Language: en; Overview: Employees seek wage increase; Babe and Sid's chemistry complicates negotiations.) Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.) Movie 3489:Hook (Genres: Adventure, Fantasy, Comedy, Family; Language: en; Overview: Peter Pan becomes a lawyer; Hook kidnaps his children, redemption follows.) There are 10 Candidates for recommendation: Movie 3433:Death Wish 4: The Crackdown (Genres: Thriller, Action, Adventure, Crime; Language: en; Overview: Paul Kersey seeks revenge on a drug cartel after tragedy.), Movie 513:Radioland Murders (Genres: Comedy, Crime, Drama, Music, Mystery, Romance; Language: en; Overview: Penny navigates chaos as murder disrupts WBN's radio premiere night.), Movie 3499:Misery (Genres: Drama, Thriller; Language: en; Overview: Novelist crashes, rescued by unstable fan who holds him captive.), Movie 1303:The Man Who Would Be King (Genres: Adventure, Drama; Language: en; Overview: Two British adventurers rule Kafiristan, facing tragedy over love.), Movie 2037:Candleshoe (Genres: Family; Language: en; Overview: Candleshoe is a 1977 Disney film starring Jodie Foster and others.), Movie 1881:Quest for Camelot (Genres: Fantasy, Animation, Drama, Romance, Family; Language: en; Overview: Kayley, a brave girl, strives to stop Ruber's invasion.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 2301:History of the World: Part I (Genres: Comedy; Language: en; Overview: A humorous take on history challenges the sacredness of events.), Movie 1543:The Designated Mourner (Genres: ; Language: en; Overview: Jack and Judy navigate life under a repressive regime together.), Movie 2049:The Happiest Millionaire (Genres: Comedy, Drama, Family, Music; Language: en; Overview: Irish immigrant John Lawless becomes butler to eccentric millionaire Biddle.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2049 - Reason: This movie features a blend of comedy and family themes, resonating with the user's enjoyment of light-hearted narratives like "Coneheads" and "Hook." Rank 2: Movie 3593 - Reason: The action and science fiction elements may appeal to the user's interest in adventurous and thrilling stories, similar to "Blade Runner" and "Star Trek III." Rank 3: Movie 1303 - Reason: The adventure and drama aspects align with the user's appreciation for complex narratives, as seen in "The Ghost and Mrs. Muir" and "The 13th Warrior." Rank 4: Movie 1543 - Reason: This film's exploration of life under a repressive regime might intrigue the user, reflecting the dramatic themes found in "Blade Runner." Rank 5: Movie 1881 - Reason: The family-friendly fantasy elements resonate with the user's enjoyment of films like "Darby O'Gill and the Little People" and "Back to the Future Part II." Rank 6: Movie 2037 - Reason: As a family film, it aligns with the user's preference for light-hearted stories, akin to "Coneheads" and "Hook." Rank 7: Movie 3499 - Reason: The intense psychological thriller aspect may not align with the user's preference for lighter, more comedic narratives. Rank 8: Movie 513 - Reason: This film's mix of comedy and mystery could be engaging, but its complexity may not resonate as strongly with the user's preference for straightforward narratives. Rank 9: Movie 2301 - Reason: While humorous, the film's satirical take on history may not align with the user's preference for more straightforward storytelling. Rank 10: Movie 3433 - Reason: The darker themes of revenge and crime may contrast sharply with the user's love for family-friendly and comedic films.

Rank 1: Movie 3593 - Reason: This movie combines action and science fiction elements, appealing to the user's interest in adventurous and fantastical narratives as seen in their history. Rank 2: Movie 3499 - Reason: The psychological thriller aspect and intense character dynamics resonate with the user's preference for complex, dramatic stories. Rank 3: Movie 1543 - Reason: The exploration of life under a repressive regime offers a thought-provoking narrative that aligns with the user's interest in deep, character-driven stories. Rank 4: Movie 3433 - Reason: The revenge theme and action elements connect with the user's enjoyment of thrilling and adventurous plots found in their previous selections. Rank 5: Movie 1881 - Reason: This animated fantasy adventure features strong family themes and a quest narrative, appealing to the user's fondness for family-friendly stories. Rank 6: Movie 2049 - Reason: The comedic and musical elements combined with a family storyline align with the user's appreciation for light-hearted and entertaining films. Rank 7: Movie 2037 - Reason: As a classic Disney film, it offers family-friendly storytelling, which matches the user's preference for family-oriented narratives. Rank 8: Movie 1303 - Reason: The adventure and drama elements present a historical narrative that may not align as closely with the user's preference for more fantastical themes. Rank 9: Movie 513 - Reason: The chaotic mix of genres might be less appealing to the user, who tends to favor more straightforward narratives in their movie choices. Rank 10: Movie 2301 - Reason: The comedic take on history may not resonate with the user's interest in deeper, more serious themes found in their preferred films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.) Movie 745:A Close Shave (Genres: Family, Animation, Comedy; Language: en; Overview: Wallace loves Wendolene, unaware of her sheep-rustling schemes.) Movie 898:The Philadelphia Story (Genres: Comedy, Romance; Language: en; Overview: Heiress Tracy Lord's wedding plans disrupted by ex-husband Dexter Haven.) Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.) Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.) Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.) Movie 2002:Lethal Weapon 3 (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Riggs and Murtaugh tackle a dangerous weapons dealer together.) Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.) Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.) Movie 3675:White Christmas (Genres: Comedy, Music, Romance; Language: en; Overview: Two entertainers team up post-war to create a successful act.) There are 10 Candidates for recommendation: Movie 3492:The Son of the Sheik (Genres: Adventure, Drama, Action, Romance; Language: en; Overview: Ahmed loves Yasmin; her gang captures him for ransom.), Movie 27:Now and Then (Genres: Comedy, Drama, Family; Language: en; Overview: Four childhood friends reflect on their bittersweet coming-of-age summer.), Movie 2303:Nashville (Genres: Drama, Music; Language: en; Overview: Interconnected Nashville stories explore music, relationships, and personal struggles.), Movie 3495:Roadside Prophets (Genres: Action, Adventure, Comedy, Drama; Language: en; Overview: Factory worker Joe journeys to scatter ashes, meeting quirky characters.), Movie 320:Suture (Genres: Drama, Thriller; Language: en; Overview: Rich brother plots to kill poor brother; identity becomes complicated.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 1972:A Nightmare on Elm Street 5: The Dream Child (Genres: Horror, Thriller; Language: en; Overview: Alice must free Freddy's mother to save her unborn child.), Movie 329:Star Trek: Generations (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Picard must confront Soran with help from a deceased ally.), Movie 2403:First Blood (Genres: Action, Adventure, Thriller, War; Language: en; Overview: Rambo fights back against harassment, using guerilla tactics to escape.), Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1441 - Reason: This movie blends comedy and drama with a touch of romance, appealing to the user's appreciation for character-driven stories, as seen in their history with films like "Fried Green Tomatoes." Rank 2: Movie 329 - Reason: The science fiction and adventure elements resonate with the user's interest in complex narratives, similar to "Blade Runner," while also offering thrilling action. Rank 3: Movie 3492 - Reason: This film's romantic adventure storyline aligns with the user's preference for dramatic and emotional arcs, akin to "Shakespeare in Love." Rank 4: Movie 320 - Reason: The psychological thriller aspect and intricate plot reflect the user's taste for suspenseful storytelling, reminiscent of "Escape from New York." Rank 5: Movie 2403 - Reason: The action and adventure themes, combined with a strong protagonist, connect well with the user's enjoyment of thrilling narratives, as seen in "Lethal Weapon 3." Rank 6: Movie 1972 - Reason: This horror thriller introduces psychological elements that may intrigue the user, although it diverges from their usual genres. Rank 7: Movie 1058 - Reason: The romantic drama set against a backdrop of political turmoil might appeal to the user's interest in complex emotional stories, though it is in a different language. Rank 8: Movie 2303 - Reason: The interconnected stories and musical themes may not align closely with the user's preferences for more straightforward narratives, making it less appealing. Rank 9: Movie 27 - Reason: While it captures a coming-of-age theme, the focus on nostalgia and family dynamics may not resonate as strongly with the user's more dramatic and thrilling tastes. Rank 10: Movie 3495 - Reason: The quirky adventure and comedy may not align well with the user's preference for serious and thought-provoking films, making it less likely to be favored.

Rank 1: Movie 2403 - Reason: This movie combines action, adventure, and thriller elements, aligning with the user's preference for intense and engaging narratives as seen in their history with films like "Blade Runner" and "Escape from New York." Rank 2: Movie 329 - Reason: The science fiction and adventure themes resonate with the user's interest in complex, futuristic stories, similar to "Blade Runner" and "Star Trek" elements. Rank 3: Movie 1058 - Reason: The romantic and dramatic elements reflect the user's appreciation for character-driven stories, akin to "Fried Green Tomatoes" and "Shakespeare in Love." Rank 4: Movie 1441 - Reason: This film's blend of comedy and romance aligns with the user's enjoyment of heartfelt narratives, much like "My Cousin Vinny" and "The Philadelphia Story." Rank 5: Movie 27 - Reason: The nostalgic coming-of-age theme connects with the user's affinity for family-oriented stories, as seen in "Mary Poppins" and "A Close Shave." Rank 6: Movie 320 - Reason: The thriller aspect and complex character dynamics may appeal to the user's interest in dramatic narratives, similar to "Fried Green Tomatoes." Rank 7: Movie 2303 - Reason: The exploration of music and personal struggles resonates with the user's appreciation for character-driven dramas, akin to "Nashville" and "Fried Green Tomatoes." Rank 8: Movie 3495 - Reason: The quirky adventure and comedic elements might not align closely with the user's primary interests in more serious narratives, making it a less favored choice. Rank 9: Movie 1972 - Reason: The horror and thriller aspects may not resonate with the user's preferences, as they have shown a stronger inclination towards drama and comedy. Rank 10: Movie 3492 - Reason: The adventure and romance elements may not appeal to the user as much, given their preference for more grounded and character-focused stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 248:Houseguest (Genres: Comedy, Family; Language: en; Overview: Con man pretends to be family friend to escape mob debt.) Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.) Movie 542:Son in Law (Genres: Comedy, Drama, Romance; Language: en; Overview: Country girl Rebecca adjusts to city life with Crawl's help.) Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.) Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.) Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.) Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.) Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.) Movie 2874:The Pajama Game (Genres: Comedy, Music; Language: en; Overview: Employees seek wage increase; Babe and Sid's chemistry complicates negotiations.) Movie 3095:The Grapes of Wrath (Genres: Drama; Language: en; Overview: Tom Joad returns home, family displaced, seeks new life in California.) There are 10 Candidates for recommendation: Movie 391:Jason's Lyric (Genres: Crime, Drama, Romance; Language: en; Overview: Young man confronts fears about love, family, and friendships.), Movie 3740:Big Trouble in Little China (Genres: Action, Adventure, Comedy, Fantasy; Language: en; Overview: Trucker Jack battles sorcerer Lo Pan for Wang's green-eyed fiancée.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.), Movie 3585:The Great Locomotive Chase (Genres: Action, Adventure, Drama, Family; Language: en; Overview: Union spy leads mission to sabotage Southern railway, faces challenges.), Movie 678:Some Folks Call It a Sling Blade (Genres: Drama, Thriller; Language: en; Overview: Karl Childers released after 25 years; reporter uncovers his past.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2181:Marnie (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Marnie, a thief, is blackmailed by her boss, Mark.), Movie 3903:Urbania (Genres: Romance, Drama; Language: en; Overview: Charlie navigates grief through encounters and stories in NYC.), Movie 2778:Never Talk to Strangers (Genres: Thriller, Romance; Language: en; Overview: Police psychologist Sarah falls for mysterious Tony, altering her personality.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1210 - Reason: This movie combines adventure and action elements, appealing to the user's enjoyment of engaging narratives like "The Shawshank Redemption" and "The Princess Bride." Rank 2: Movie 3593 - Reason: The science fiction and war themes present a thrilling and intense experience, which aligns with the user's interest in complex narratives as seen in "Ulee's Gold." Rank 3: Movie 1831 - Reason: The family dynamics and adventure resonate with the user's appreciation for heartfelt stories, similar to "Son in Law" and "The Princess Bride." Rank 4: Movie 3585 - Reason: The historical adventure and drama elements may attract the user due to their interest in character-driven stories like "The Grapes of Wrath." Rank 5: Movie 2181 - Reason: The crime and mystery aspects may appeal to the user's taste for dramatic and intense narratives, akin to "Jason's Lyric." Rank 6: Movie 678 - Reason: The psychological depth and thriller elements resonate with the user's interest in complex character studies, similar to "The Shawshank Redemption." Rank 7: Movie 391 - Reason: The romantic and dramatic themes may connect with the user's enjoyment of relationship dynamics, as seen in "Son in Law." Rank 8: Movie 3903 - Reason: The exploration of grief and emotional encounters aligns with the user's appreciation for character-driven stories, though it may lack the humor found in their preferred comedies. Rank 9: Movie 3740 - Reason: While the action and comedy may appeal to some, the fantastical elements might not resonate as strongly with the user's preference for grounded narratives. Rank 10: Movie 2778 - Reason: The thriller aspect may not align with the user's preference for lighter, comedic films, making it less appealing compared to their favored choices.

Rank 1: Movie 3740 - Reason: This movie combines action, adventure, and comedy elements, appealing to the user's enjoyment of light-hearted, entertaining narratives like "Houseguest" and "Son in Law." Rank 2: Movie 3585 - Reason: The adventurous spirit and family themes resonate with the user's preference for stories that blend action and heart, similar to "The Princess Bride." Rank 3: Movie 2181 - Reason: This film's crime and mystery elements align with the user's appreciation for complex narratives, reminiscent of "The Shawshank Redemption." Rank 4: Movie 3593 - Reason: The science fiction and action blend offers an engaging escape, appealing to the user's taste for thrilling adventures, though it may not resonate as deeply as their preferred comedies. Rank 5: Movie 3903 - Reason: The exploration of grief and romance aligns with the user's interest in character-driven stories, similar to the emotional depth found in "Jason's Lyric." Rank 6: Movie 391 - Reason: This film's focus on love and family dynamics connects with the user's enjoyment of romantic dramas, akin to "Son in Law." Rank 7: Movie 678 - Reason: The psychological thriller aspect may intrigue the user, but its darker themes might not align perfectly with their preference for lighter fare. Rank 8: Movie 1831 - Reason: While the adventure and family elements are appealing, the chaotic narrative may not resonate as well as the user's favored comedies. Rank 9: Movie 2778 - Reason: The thriller and romance mix might be too intense for the user's taste, given their preference for more light-hearted and comedic films. Rank 10: Movie 1210 - Reason: While an iconic adventure, its sci-fi themes may not align with the user's stronger preference for character-driven comedies and dramas.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.) Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.) Movie 926:All About Eve (Genres: Drama; Language: en; Overview: Eve schemes to usurp Margo's stardom, causing chaos and intrigue.) Movie 1125:The Return of the Pink Panther (Genres: Mystery, Comedy, Crime; Language: en; Overview: Pink Panther jewel stolen; Inspector Clouseau investigates 'The Phantom'.) Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.) Movie 2453:The Boy Who Could Fly (Genres: Drama, Family, Fantasy, Science Fiction; Language: en; Overview: Milly befriends autistic neighbor Eric, transforming their family's struggles.) Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.) Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.) Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.) Movie 3259:Far and Away (Genres: Adventure, Drama, Romance, Western; Language: en; Overview: Young couple pursues land ownership in Oklahoma amidst challenges.) There are 10 Candidates for recommendation: Movie 647:Courage Under Fire (Genres: Drama, Thriller, Mystery, War; Language: en; Overview: Officer's friendly fire mistake leads to investigation of inconsistencies.), Movie 155:Beyond Rangoon (Genres: Drama, Thriller; Language: en; Overview: Laura Bowman faces political turmoil while vacationing in Burma.), Movie 3522:Sacco & Vanzetti (Genres: Crime, Drama, History; Language: en; Overview: Two anarchists wrongfully tried for murder due to political beliefs.), Movie 3099:Shampoo (Genres: Comedy, Drama, Romance; Language: en; Overview: Beverly Hills hairstylist's ambitions hindered by reckless romantic entanglements.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 3677:Baraka (Genres: Documentary; Language: en; Overview: A stunning documentary exploring life through landscape and time.), Movie 2761:The Iron Giant (Genres: Adventure, Animation, Family, Fantasy, Science Fiction; Language: en; Overview: A giant machine befriends a boy, overcoming fears and prejudices.), Movie 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 538:Six Degrees of Separation (Genres: Mystery, Drama, Comedy; Language: en; Overview: Young gay black con artist deceives wealthy New York family.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1831 - Reason: This movie combines adventure and science fiction elements, appealing to the user's interest in imaginative and thrilling narratives as seen in "Twelve Monkeys." Rank 2: Movie 1441 - Reason: The romantic and comedic elements resonate with the user's appreciation for character-driven stories, similar to "My Cousin Vinny." Rank 3: Movie 3522 - Reason: The historical and dramatic themes align with the user's taste for serious and thought-provoking narratives, as seen in "All About Eve." Rank 4: Movie 3677 - Reason: The documentary's exploration of life and landscapes offers a unique perspective that may intrigue the user, similar to the depth found in "Dances with Wolves." Rank 5: Movie 2761 - Reason: The themes of friendship and overcoming fears in a fantastical setting connect with the user's enjoyment of family-oriented stories, like "The Boy Who Could Fly." Rank 6: Movie 647 - Reason: The thriller and mystery aspects align with the user's preference for intense narratives, akin to "Twelve Monkeys." Rank 7: Movie 155 - Reason: The dramatic tension and political themes may not fully resonate with the user's lighter comedic preferences. Rank 8: Movie 3099 - Reason: The focus on personal relationships and romantic entanglements may not align with the user's preference for more adventurous or action-driven stories. Rank 9: Movie 538 - Reason: The complex social themes and darker tones may not appeal to the user's enjoyment of more straightforward comedies and adventures. Rank 10: Movie 858 - Reason: While a classic, the slow-paced drama and crime elements may not match the user's preference for lighter, more entertaining narratives.

Rank 1: Movie 3522 - Reason: This movie explores themes of injustice and political beliefs, resonating with the user's interest in complex narratives like "Twelve Monkeys." Rank 2: Movie 858 - Reason: The intricate family dynamics and crime elements mirror the user's appreciation for dramatic storytelling as seen in "Dances with Wolves." Rank 3: Movie 647 - Reason: The blend of drama and mystery in a war setting aligns with the user's taste for thought-provoking thrillers, similar to "Twelve Monkeys." Rank 4: Movie 538 - Reason: The film's exploration of deception and social dynamics fits the user's interest in character-driven stories, akin to "All About Eve." Rank 5: Movie 1831 - Reason: The adventurous spirit and family themes resonate with the user's enjoyment of heartfelt narratives like "The Boy Who Could Fly." Rank 6: Movie 3099 - Reason: The mix of comedy and drama in a glamorous setting parallels the user's liking for character-driven comedies such as "My Cousin Vinny." Rank 7: Movie 155 - Reason: The intense drama and political backdrop may appeal to the user's preference for serious narratives, similar to "Twelve Monkeys." Rank 8: Movie 3677 - Reason: While visually stunning, the documentary format may not align with the user's preference for narrative-driven films. Rank 9: Movie 1441 - Reason: The romantic subplot involving mental illness may not resonate with the user's typical preference for more straightforward narratives. Rank 10: Movie 2761 - Reason: The animated genre may not align with the user's historical preference for live-action films with complex themes.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.) Movie 300:Quiz Show (Genres: History, Drama; Language: en; Overview: Quiz Show depicts the true story of the 1950s scandal.) Movie 539:Sleepless in Seattle (Genres: Comedy, Drama, Romance; Language: en; Overview: Boy sets dad up on date; journalist finds love instead.) Movie 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.) Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.) Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.) Movie 2433:A Civil Action (Genres: Drama; Language: pt; Overview: Cynical lawyer becomes obsessed with a potentially lucrative case.) Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.) Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.) There are 10 Candidates for recommendation: Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 956:Penny Serenade (Genres: Drama, Romance; Language: en; Overview: Couple reflects on love, quarrels, and memories through music.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 2761:The Iron Giant (Genres: Adventure, Animation, Family, Fantasy, Science Fiction; Language: en; Overview: A giant machine befriends a boy, overcoming fears and prejudices.), Movie 1997:The Exorcist (Genres: Drama, Horror, Thriller; Language: en; Overview: Regan's possession leads her mother to seek help from Father Karras.), Movie 1352:Albino Alligator (Genres: Crime, Drama, Thriller; Language: en; Overview: Three thieves take hostages in a bar; police surround.), Movie 105:The Bridges of Madison County (Genres: Drama, Romance; Language: en; Overview: Photographer Robert Kincaid and housewife Francesca Johnson share four days.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 593 - Reason: This movie combines crime, drama, and psychological thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2707 - Reason: The escalating tension and mystery in this film resonate with the user's interest in thrilling narratives that explore paranoia and societal issues. Rank 3: Movie 1466 - Reason: The theme of undercover infiltration and moral conflict aligns with the user's appreciation for crime dramas that delve into complex character struggles. Rank 4: Movie 2968 - Reason: The adventurous and fantastical elements in this family film provide a light-hearted contrast to the user's typically serious movie choices, appealing to their sense of wonder. Rank 5: Movie 2761 - Reason: The coming-of-age story and themes of friendship in this animated film resonate with the user's interest in heartfelt narratives that explore personal growth. Rank 6: Movie 1228 - Reason: The intense character study and dramatic elements in this boxing film align with the user's preference for deep, character-driven stories. Rank 7: Movie 1352 - Reason: The tension and crime elements in this film match the user's interest in thrillers that explore moral ambiguity and desperation. Rank 8: Movie 956 - Reason: The reflective and romantic themes may not strongly resonate with the user, as they typically prefer more intense and dramatic narratives. Rank 9: Movie 105 - Reason: While this film has romantic elements, the slower pace and focus on adult relationships may not align with the user's preference for more dynamic and thrilling stories. Rank 10: Movie 1997 - Reason: The horror elements and supernatural themes may not appeal to the user, as their history suggests a preference for drama and crime over horror.

Rank 1: Movie 1466 - Reason: This movie explores the moral complexities of undercover work, resonating with the user's interest in crime and drama narratives like "The Usual Suspects" and "Primal Fear." Rank 2: Movie 1997 - Reason: The psychological horror and intense character study in this film align with the user's preference for thrilling and dramatic stories, similar to "The Silence of the Lambs." Rank 3: Movie 593 - Reason: This film features a strong psychological thriller aspect and complex character interactions, appealing to the user's taste for crime and drama as seen in "Primal Fear" and "The Usual Suspects." Rank 4: Movie 2761 - Reason: The themes of friendship and overcoming fears in a fantastical setting resonate with the user's appreciation for heartfelt narratives, similar to "October Sky." Rank 5: Movie 105 - Reason: The romantic drama and deep emotional connections in this film align with the user's interest in love stories, akin to "Sleepless in Seattle." Rank 6: Movie 956 - Reason: This film's exploration of love and memory through music connects with the user's appreciation for romantic and dramatic narratives, similar to "Sleepless in Seattle." Rank 7: Movie 1352 - Reason: The tension and moral dilemmas faced by the characters in this crime drama echo the user's interest in thrillers and complex narratives like "The Usual Suspects." Rank 8: Movie 2968 - Reason: The whimsical adventure and family-friendly elements may not align closely with the user's preference for more serious and dramatic themes found in their watched movies. Rank 9: Movie 1228 - Reason: While this film is critically acclaimed, its intense focus on boxing and personal rage may not resonate as strongly with the user's preference for crime and psychological narratives. Rank 10: Movie 2707 - Reason: The paranoia and thriller elements in this film might not align with the user's established preference for more character-driven dramas and crime stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 539:Sleepless in Seattle (Genres: Comedy, Drama, Romance; Language: en; Overview: Boy sets dad up on date; journalist finds love instead.) Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 1810:Primary Colors (Genres: Comedy, Drama; Language: en; Overview: Henry Burton manages Jack Stanton's presidential campaign amid personal challenges.) Movie 1923:There's Something About Mary (Genres: Romance, Comedy; Language: en; Overview: Man reunites with disastrous prom date, faces competition from suitors.) Movie 2006:The Mask of Zorro (Genres: Action, Adventure; Language: en; Overview: Zorro trains Alejandro to fight against tyrant Don Rafael Montero.) Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.) Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.) Movie 3408:Erin Brockovich (Genres: Drama; Language: en; Overview: Mother investigates injustice, uncovers cover-up, and triumphs against adversaries.) Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.) There are 10 Candidates for recommendation: Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 553:Tombstone (Genres: Action, Adventure, Drama, History, Western; Language: en; Overview: Wyatt Earp and brothers confront gang threats in Tombstone together.), Movie 1652:Year of the Horse (Genres: Documentary, Music; Language: en; Overview: Jim Jarmusch's tribute to Neil Young and Crazy Horse's performances.), Movie 3262:Twin Peaks: Fire Walk with Me (Genres: Drama, Mystery; Language: en; Overview: FBI agent disappears; murder mystery unfolds in eerie Twin Peaks.), Movie 2021:Dune (Genres: Action, Science Fiction, Adventure; Language: en; Overview: War for Dune's Spice leads to betrayal and power struggles.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 1484:The Daytrippers (Genres: Comedy, Drama, Mystery; Language: en; Overview: Eliza discovers a love note, leading to family confrontations.), Movie 2351:Nights of Cabiria (Genres: Drama; Language: it; Overview: Cabiria seeks happiness after betrayal, facing life's harsh realities.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1466 - Reason: This movie's exploration of moral ambiguity and the tension between duty and personal connections aligns with the user's appreciation for complex, character-driven narratives as seen in "Good Will Hunting" and "Erin Brockovich." Rank 2: Movie 480 - Reason: The thrilling adventure and chaos of dinosaurs escaping resonate with the user's enjoyment of action-packed films like "Mission: Impossible" and "The Mask of Zorro." Rank 3: Movie 2396 - Reason: The romantic and historical elements, along with the theme of forbidden love, match the user's interest in romantic narratives as demonstrated in "Sleepless in Seattle" and "There's Something About Mary." Rank 4: Movie 553 - Reason: The blend of action, drama, and historical context in a Western setting appeals to the user's taste for dramatic storytelling, similar to "October Sky" and "The Green Mile." Rank 5: Movie 2707 - Reason: The psychological thriller aspect and the theme of paranoia resonate with the user's interest in intense narratives, akin to "Donnie Brasco" and "Erin Brockovich." Rank 6: Movie 1652 - Reason: The documentary style and musical tribute may not fully align with the user's preferences for narrative-driven films, as seen in their history of enjoying more structured stories. Rank 7: Movie 3262 - Reason: The mysterious and dramatic elements may not appeal to the user as much, given their preference for more straightforward narratives like "Animal House" and "There's Something About Mary." Rank 8: Movie 1484 - Reason: The combination of comedy and family dynamics may resonate with the user's fondness for light-hearted narratives, similar to "Animal House" and "There's Something About Mary." Rank 9: Movie 2021 - Reason: While the action and science fiction elements are engaging, the complexity of the narrative may be less appealing to the user compared to more character-focused stories like "Good Will Hunting." Rank 10: Movie 2351 - Reason: The film's focus on existential themes and a more somber tone might not align with the user's preference for uplifting or romantic narratives as seen in their history.

Rank 1: Movie 1466 - Reason: This movie features a complex narrative involving crime and moral dilemmas, aligning with the user's appreciation for intense, character-driven stories like "Good Will Hunting." Rank 2: Movie 480 - Reason: The thrilling adventure and chaos of dinosaurs escaping resonate with the user's enjoyment of action-packed narratives, similar to "Mission: Impossible." Rank 3: Movie 553 - Reason: The historical and dramatic elements of this Western align with the user's fondness for character-driven dramas, as seen in "October Sky." Rank 4: Movie 1484 - Reason: This film's blend of comedy and drama, centered around personal relationships, mirrors the user's interest in romantic comedies like "Sleepless in Seattle." Rank 5: Movie 3262 - Reason: The mysterious and dramatic themes in this film connect with the user's taste for complex narratives, akin to "The Green Mile." Rank 6: Movie 2021 - Reason: The epic scope and intricate power struggles in this science fiction film appeal to the user's preference for thrilling and thought-provoking stories, similar to "Jurassic Park." Rank 7: Movie 2396 - Reason: The romantic and historical elements resonate with the user’s interest in love stories, reflecting themes present in "There's Something About Mary." Rank 8: Movie 2351 - Reason: This film’s exploration of life's harsh realities may not strongly connect with the user’s preference for more uplifting narratives seen in their history. Rank 9: Movie 1652 - Reason: As a documentary, this film may lack the narrative depth and character development that the user enjoys in their preferred genres. Rank 10: Movie 2707 - Reason: The thriller aspect combined with paranoia may not align with the user's preference for more straightforward, uplifting stories like "Erin Brockovich."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 104:Happy Gilmore (Genres: Comedy; Language: en; Overview: Failed hockey player Happy Gilmore seeks golf victory to save granny.) Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.) Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.) Movie 1487:Selena (Genres: Drama; Language: en; Overview: Selena rises to fame but faces tragic obstacles and challenges.) Movie 1804:The Newton Boys (Genres: Crime, Action, Drama; Language: en; Overview: Four brothers become infamous bank robbers in 1920s America.) Movie 1810:Primary Colors (Genres: Comedy, Drama; Language: en; Overview: Henry Burton manages Jack Stanton's presidential campaign amid personal challenges.) Movie 1892:A Perfect Murder (Genres: Crime, Thriller, Drama; Language: en; Overview: Steven Taylor seeks his wife's love, not just her presence.) Movie 2567:Edtv (Genres: Comedy; Language: en; Overview: Video store clerk Ed's life is filmed for a TV show.) Movie 3005:The Bone Collector (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Rookie cop teams with paralyzed detective to catch serial killer.) Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.) There are 10 Candidates for recommendation: Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.), Movie 553:Tombstone (Genres: Action, Adventure, Drama, History, Western; Language: en; Overview: Wyatt Earp and brothers confront gang threats in Tombstone together.), Movie 3519:Force 10 from Navarone (Genres: Action, Adventure, War, Thriller; Language: en; Overview: Mallory and Miller's mission with Force 10 hides secret agenda.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.), Movie 2383:Police Academy 6: City Under Siege (Genres: Comedy, Crime; Language: en; Overview: Police unite to defeat a gang robbing banks and jewelers.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1854:Kissing a Fool (Genres: Comedy, Romance; Language: en; Overview: Max tests love; Jay and Sam unexpectedly fall for each other.), Movie 3677:Baraka (Genres: Documentary; Language: en; Overview: A stunning documentary exploring life through landscape and time.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2826 - Reason: This movie combines adventure, fantasy, and action elements, appealing to the user's enjoyment of thrilling narratives as seen in "Mission: Impossible." Rank 2: Movie 2396 - Reason: The romantic and historical themes resonate with the user's appreciation for character-driven stories, similar to the emotional depth found in "Selena." Rank 3: Movie 1527 - Reason: This film's blend of adventure and science fiction aligns with the user's interest in imaginative and action-packed plots, reminiscent of "Happy Gilmore." Rank 4: Movie 553 - Reason: The action and historical drama in this film match the user's taste for intense, character-focused stories like "The Newton Boys." Rank 5: Movie 2383 - Reason: The comedic elements and crime theme appeal to the user's enjoyment of lighthearted yet engaging narratives, similar to "Animal House." Rank 6: Movie 1854 - Reason: This romantic comedy's exploration of love and relationships aligns with the user's interest in character dynamics, akin to "Primary Colors." Rank 7: Movie 562 - Reason: The film's unique take on childhood struggles and suburban life resonates with the user's appreciation for character-driven dramas, similar to "Edtv." Rank 8: Movie 3677 - Reason: The documentary's artistic exploration may not align with the user's preference for narrative-driven films, as seen in their history. Rank 9: Movie 3519 - Reason: The war and thriller elements may not resonate with the user's comedic and dramatic preferences, contrasting with their favored genres. Rank 10: Movie 1678 - Reason: The focus on generational relationships might not appeal to the user's taste for more lighthearted or action-oriented films, as seen in their history.

Rank 1: Movie 553 - Reason: This film features strong character dynamics and an adventurous spirit, appealing to the user's interest in action and drama as seen in "Mission: Impossible" and "The Newton Boys." Rank 2: Movie 2826 - Reason: The blend of adventure and fantasy with a historical backdrop aligns with the user's enjoyment of thrilling narratives like "Basic Instinct" and "Mission: Impossible." Rank 3: Movie 3519 - Reason: This movie combines action and war elements with a secretive plot, resonating with the user's preference for complex stories as seen in "The Bone Collector." Rank 4: Movie 1854 - Reason: The romantic comedy aspect mirrors the user's enjoyment of character-driven stories, similar to "Primary Colors" and "Animal House." Rank 5: Movie 3677 - Reason: The documentary format and exploration of life through various landscapes may not align closely with the user's preference for narrative-driven films. Rank 6: Movie 1678 - Reason: The focus on family dynamics and personal relationships connects with the user's interest in character-driven dramas like "Selena." Rank 7: Movie 2396 - Reason: The historical romance intertwines love and creativity, appealing to the user's appreciation for narrative depth as seen in "Basic Instinct." Rank 8: Movie 1527 - Reason: The mix of action and science fiction with a unique storyline may not resonate as strongly with the user's preferences for more grounded narratives. Rank 9: Movie 562 - Reason: The themes of bullying and adolescent struggles may not align with the user's interest in more mature and action-oriented films. Rank 10: Movie 2383 - Reason: The comedic elements and light-hearted crime narrative may not appeal to the user's preference for more serious and dramatic storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 104:Happy Gilmore (Genres: Comedy; Language: en; Overview: Failed hockey player Happy Gilmore seeks golf victory to save granny.) Movie 500:Mrs. Doubtfire (Genres: Comedy, Drama, Family; Language: en; Overview: Dad disguises as nanny to reconnect with his estranged kids.) Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.) Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.) Movie 1422:Murder at 1600 (Genres: Action, Drama, Mystery, Thriller, Crime; Language: en; Overview: Detective investigates secretary's murder amidst international crisis, uncovering conspiracy.) Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.) Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.) Movie 3148:The Cider House Rules (Genres: Drama; Language: en; Overview: Orphan Homer becomes a skilled physician, seeking his own path.) There are 10 Candidates for recommendation: Movie 182:Moonlight and Valentino (Genres: Comedy, Drama, Romance; Language: en; Overview: Four women find strength by embracing unity and letting go.), Movie 2670:Run Silent, Run Deep (Genres: Drama, War; Language: en; Overview: Captain seeks revenge, endangering new crew after desk job.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 3320:Mifune (Genres: Romance, Comedy, Drama; Language: da; Overview: Kresten's career falters as he returns home, confronting family.), Movie 2732:Jules and Jim (Genres: Drama, Romance; Language: fr; Overview: Two friends love the same woman, complicating their friendship.), Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 3201:Five Easy Pieces (Genres: Drama; Language: en; Overview: Upper-class dropout works on oil rigs, navigating bars and motels.), Movie 2296:A Night at the Roxbury (Genres: Comedy; Language: en; Overview: Brothers seek romance, club dreams, mistaken for wealthy insiders.), Movie 1501:Keys to Tulsa (Genres: Crime, Drama, Thriller; Language: en; Overview: Richter faces blackmail, job loss, and a dangerous scheme.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1466 - Reason: This movie's exploration of moral ambiguity and the complexities of undercover life aligns with the user's appreciation for intense drama, as seen in "One Flew Over the Cuckoo's Nest." Rank 2: Movie 480 - Reason: The thrilling adventure and groundbreaking special effects in this film resonate with the user's enjoyment of action and adventure, similar to "Raiders of the Lost Ark." Rank 3: Movie 2396 - Reason: The romantic elements intertwined with historical context appeal to the user's taste for dramatic narratives, akin to "The Cider House Rules." Rank 4: Movie 182 - Reason: The blend of comedy and drama with themes of female empowerment aligns with the user's enjoyment of character-driven stories, similar to "Mrs. Doubtfire." Rank 5: Movie 2670 - Reason: The war drama and personal vendetta reflect the user's interest in intense, character-focused stories like "Saving Private Ryan." Rank 6: Movie 1501 - Reason: The themes of crime and personal struggle resonate with the user's preference for complex narratives, similar to "Murder at 1600." Rank 7: Movie 3201 - Reason: The exploration of identity and societal roles in this drama aligns with the user's appreciation for character studies, as seen in "The Sixth Sense." Rank 8: Movie 2296 - Reason: The comedic elements and light-hearted pursuit of romance match the user's enjoyment of comedies like "Happy Gilmore." Rank 9: Movie 3320 - Reason: The film's slower pace and introspective nature may not resonate as strongly with the user's preference for more dynamic storytelling. Rank 10: Movie 2732 - Reason: The complex love triangle and existential themes might be less appealing to the user, who seems to favor more straightforward narratives.

Rank 1: Movie 2296 - Reason: This comedy features quirky characters and humorous situations, appealing to the user's enjoyment of light-hearted films like "Happy Gilmore" and "Mrs. Doubtfire." Rank 2: Movie 2396 - Reason: The romantic and historical elements resonate with the user's appreciation for character-driven narratives, similar to the emotional depth found in "Mrs. Doubtfire." Rank 3: Movie 1466 - Reason: The crime and drama aspects align with the user's interest in complex stories, as seen in "One Flew Over the Cuckoo's Nest" and "Murder at 1600." Rank 4: Movie 3201 - Reason: This film's exploration of personal identity and societal expectations connects with the user's preference for character studies, akin to "October Sky." Rank 5: Movie 2732 - Reason: The themes of friendship and love in a dramatic context appeal to the user's taste for emotional storytelling, similar to "October Sky." Rank 6: Movie 1501 - Reason: The crime and thriller elements may not align as closely with the user's historical and war interests found in "Saving Private Ryan." Rank 7: Movie 3320 - Reason: The romantic and comedic aspects may not resonate as strongly with the user, who tends to prefer more dramatic narratives. Rank 8: Movie 182 - Reason: The focus on female empowerment and unity may not match the user's typical preference for more traditional narratives seen in their history. Rank 9: Movie 480 - Reason: While adventurous, the chaos and action may not appeal to the user's preference for deeper, character-driven dramas. Rank 10: Movie 2670 - Reason: The war theme might not resonate with the user as much, given their focus on personal stories rather than military narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.) Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 1892:A Perfect Murder (Genres: Crime, Thriller, Drama; Language: en; Overview: Steven Taylor seeks his wife's love, not just her presence.) Movie 1923:There's Something About Mary (Genres: Romance, Comedy; Language: en; Overview: Man reunites with disastrous prom date, faces competition from suitors.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2840:Stigmata (Genres: Horror; Language: en; Overview: Young woman experiences stigmata; priest investigates sinister forces haunting her.) Movie 2841:Stir of Echoes (Genres: Horror, Mystery, Thriller; Language: en; Overview: Tom sees haunting visions of a girl's ghost after hypnosis.) Movie 3176:The Talented Mr. Ripley (Genres: Thriller, Crime, Drama; Language: en; Overview: Tom Ripley schemes to assume another's life through deception.) There are 10 Candidates for recommendation: Movie 2557:I Stand Alone (Genres: Drama, Thriller; Language: fr; Overview: Butcher seeks daughter after mistress deceives him about new life.), Movie 3033:Spaceballs (Genres: Comedy, Science Fiction; Language: en; Overview: Lone Starr battles Dark Helmet to rescue Princess Vespa and planet.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 3502:My Life (Genres: Drama, Romance; Language: en; Overview: Bob faces cancer, creates a video diary for his unborn child.), Movie 2297:What Dreams May Come (Genres: Drama, Fantasy, Romance; Language: en; Overview: Chris Neilson risks hell to reunite with his wife, Annie.), Movie 3283:Minnie and Moskowitz (Genres: Drama, Romance, Comedy; Language: en; Overview: Aging beauty finds unexpected love with a quirky parking attendant.), Movie 2046:Flight of the Navigator (Genres: Family, Science Fiction, Adventure; Language: en; Overview: David returns after eight years, uncovers UFO mystery, regains life.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1466 - Reason: This movie explores themes of loyalty and deception within the crime genre, resonating with the user's interest in complex narratives like "The Usual Suspects" and "The Talented Mr. Ripley." Rank 2: Movie 2707 - Reason: The psychological tension and mystery surrounding the protagonist's paranoia align with the user's preference for thrillers that delve into the human psyche, similar to "Basic Instinct." Rank 3: Movie 480 - Reason: The blend of adventure and science fiction with a thrilling escape scenario appeals to the user's enjoyment of action-packed narratives, as seen in "The Matrix." Rank 4: Movie 2297 - Reason: The emotional depth and exploration of love and loss resonate with the user's appreciation for dramatic storytelling, akin to "Good Will Hunting." Rank 5: Movie 3033 - Reason: This comedy's satirical take on science fiction aligns with the user's enjoyment of humor in unexpected contexts, similar to "Ace Ventura: Pet Detective." Rank 6: Movie 1639 - Reason: The romantic complications and character-driven narrative reflect the user's interest in character dynamics, similar to "There's Something About Mary." Rank 7: Movie 3283 - Reason: The quirky romance and character exploration resonate with the user's appreciation for unique love stories, akin to "Good Will Hunting." Rank 8: Movie 3502 - Reason: The emotional journey of facing life's challenges connects with the user's taste for heartfelt dramas, though it may be less thrilling than their usual preferences. Rank 9: Movie 2046 - Reason: The family-oriented science fiction adventure may not align as closely with the user's preference for darker, more intense narratives found in their history. Rank 10: Movie 2557 - Reason: The film's heavy themes and bleak outlook may not resonate with the user's preference for more uplifting or engaging narratives.

Rank 1: Movie 3283 - Reason: This film's blend of drama and romance, featuring unexpected love, resonates with the user's appreciation for character-driven narratives as seen in "Good Will Hunting." Rank 2: Movie 2046 - Reason: The science fiction and adventure elements in this family-friendly film align with the user's interest in imaginative storytelling, similar to "The Matrix." Rank 3: Movie 2557 - Reason: The psychological intensity and dramatic themes of personal struggle connect with the user's preference for complex narratives, as seen in "Basic Instinct." Rank 4: Movie 2297 - Reason: The exploration of love and loss in a fantastical setting appeals to the user's interest in emotional depth, akin to "Good Will Hunting." Rank 5: Movie 3033 - Reason: This comedy's satirical take on science fiction aligns with the user's enjoyment of humor in unexpected contexts, similar to "Ace Ventura: Pet Detective." Rank 6: Movie 480 - Reason: The thrilling adventure and chaos of dinosaurs escaping resonate with the user's taste for high-stakes scenarios, as seen in "The Usual Suspects." Rank 7: Movie 1639 - Reason: The romantic complications and character dynamics in this film mirror the user's interest in relationship-driven stories, akin to "There's Something About Mary." Rank 8: Movie 3502 - Reason: The emotional journey of facing cancer may not align as closely with the user's preferred genres, which lean more towards thrillers and comedies. Rank 9: Movie 2707 - Reason: The paranoia and mystery elements may not fully engage the user, as their history shows a preference for more action-oriented or character-driven plots. Rank 10: Movie 1466 - Reason: While this crime drama has strong elements, the user's history suggests a preference for lighter or more fantastical narratives rather than intense crime stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 104:Happy Gilmore (Genres: Comedy; Language: en; Overview: Failed hockey player Happy Gilmore seeks golf victory to save granny.) Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.) Movie 500:Mrs. Doubtfire (Genres: Comedy, Drama, Family; Language: en; Overview: Dad disguises as nanny to reconnect with his estranged kids.) Movie 1370:Die Hard 2 (Genres: Action, Thriller; Language: en; Overview: John McClane battles terrorists at an airport on Christmas Eve.) Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.) Movie 1892:A Perfect Murder (Genres: Crime, Thriller, Drama; Language: en; Overview: Steven Taylor seeks his wife's love, not just her presence.) Movie 2841:Stir of Echoes (Genres: Horror, Mystery, Thriller; Language: en; Overview: Tom sees haunting visions of a girl's ghost after hypnosis.) Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.) Movie 3408:Erin Brockovich (Genres: Drama; Language: en; Overview: Mother investigates injustice, uncovers cover-up, and triumphs against adversaries.) Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.) There are 10 Candidates for recommendation: Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.), Movie 3167:Carnal Knowledge (Genres: Drama; Language: en; Overview: Best friends Jonathan and Sandy navigate complex sexual relationships together.), Movie 1179:The Grifters (Genres: Crime, Drama; Language: en; Overview: Young grifter faces injury, mother’s displeasure, and unpredictable romance.), Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.), Movie 3499:Misery (Genres: Drama, Thriller; Language: en; Overview: Novelist crashes, rescued by unstable fan who holds him captive.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1527 - Reason: This movie combines science fiction, thriller, and adventure elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3499 - Reason: The psychological intensity and suspense resonate with the user's interest in thrilling narratives, similar to the dramatic tension found in "The Shawshank Redemption." Rank 3: Movie 2707 - Reason: This film's themes of paranoia and mystery align with the user's appreciation for intricate plots, as seen in their enjoyment of "A Perfect Murder." Rank 4: Movie 2826 - Reason: The adventurous spirit and fantasy elements mirror the user's enjoyment of action-packed stories like "Die Hard 2." Rank 5: Movie 2396 - Reason: The romantic and historical aspects connect with the user's interest in character-driven narratives, similar to "Good Will Hunting." Rank 6: Movie 480 - Reason: The thrilling adventure and science fiction elements resonate with the user's taste for excitement, akin to "Jurassic Park." Rank 7: Movie 3167 - Reason: This film explores complex relationships, which may appeal to the user's appreciation for character depth as seen in "Good Will Hunting." Rank 8: Movie 2015 - Reason: The lighthearted comedy and family themes align with the user's enjoyment of films like "Mrs. Doubtfire." Rank 9: Movie 1179 - Reason: The crime and drama elements may not resonate as strongly with the user, who prefers more uplifting or comedic narratives. Rank 10: Movie 1393 - Reason: The sports and romance themes may not align closely with the user's primary interests in comedy and drama, making it less appealing.

Rank 1: Movie 2015 - Reason: This movie combines comedy and family elements, appealing to the user's enjoyment of light-hearted films like "Mrs. Doubtfire" and "Happy Gilmore." Rank 2: Movie 1527 - Reason: The adventurous and fantastical storyline aligns with the user's appreciation for thrilling narratives, similar to "Die Hard 2" and "Jurassic Park." Rank 3: Movie 1179 - Reason: The crime and drama aspects resonate with the user's interest in complex character dynamics, as seen in "The Shawshank Redemption" and "A Perfect Murder." Rank 4: Movie 2826 - Reason: This film's adventure and action themes connect with the user's taste for engaging and intense stories like "Die Hard 2." Rank 5: Movie 2707 - Reason: The psychological thriller elements appeal to the user's interest in suspenseful narratives, akin to "Misery" and "A Perfect Murder." Rank 6: Movie 3499 - Reason: The intense psychological drama aligns with the user's preference for gripping stories, as demonstrated in "The Shawshank Redemption." Rank 7: Movie 480 - Reason: The adventure and science fiction themes match the user's enjoyment of thrilling and imaginative narratives, similar to "Jurassic Park." Rank 8: Movie 3167 - Reason: The complex relationships explored in this drama may not resonate as strongly with the user, who prefers more straightforward narratives. Rank 9: Movie 1393 - Reason: While it has comedic elements, the focus on sports and romance may not align with the user's primary interests in drama and thrillers. Rank 10: Movie 2396 - Reason: The historical romance aspect may not appeal to the user, who tends to favor more contemporary and dramatic storylines.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 104:Happy Gilmore (Genres: Comedy; Language: en; Overview: Failed hockey player Happy Gilmore seeks golf victory to save granny.) Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.) Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.) Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.) Movie 1804:The Newton Boys (Genres: Crime, Action, Drama; Language: en; Overview: Four brothers become infamous bank robbers in 1920s America.) Movie 1892:A Perfect Murder (Genres: Crime, Thriller, Drama; Language: en; Overview: Steven Taylor seeks his wife's love, not just her presence.) Movie 2841:Stir of Echoes (Genres: Horror, Mystery, Thriller; Language: en; Overview: Tom sees haunting visions of a girl's ghost after hypnosis.) Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.) Movie 3176:The Talented Mr. Ripley (Genres: Thriller, Crime, Drama; Language: en; Overview: Tom Ripley schemes to assume another's life through deception.) There are 10 Candidates for recommendation: Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 373:Red Rock West (Genres: Crime, Drama, Thriller; Language: en; Overview: Texan mistaken for hitman exploits situation; chaos ensues with real hitman.), Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.), Movie 510:Poetic Justice (Genres: Drama, Romance; Language: en; Overview: Justice, a young poet, experiences life during an overnight delivery.), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 2999:Man Of The Century (Genres: Romance, Comedy; Language: en; Overview: Young man in 1928 meets modern women and criminals.), Movie 1397:Bastard Out of Carolina (Genres: Drama; Language: en; Overview: Struggling South Carolinian mother and daughter face painful choices together.), Movie 553:Tombstone (Genres: Action, Adventure, Drama, History, Western; Language: en; Overview: Wyatt Earp and brothers confront gang threats in Tombstone together.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2396 - Reason: This film's exploration of love and creativity resonates with the user's appreciation for character-driven narratives, similar to "One Flew Over the Cuckoo's Nest." Rank 2: Movie 553 - Reason: The themes of brotherhood and confrontation in a historical setting align with the user's interest in dramatic and action-packed stories like "Raiders of the Lost Ark." Rank 3: Movie 2707 - Reason: The psychological tension and mystery elements reflect the user's taste for thrilling narratives, akin to "The Usual Suspects." Rank 4: Movie 1527 - Reason: This movie's blend of science fiction and action mirrors the user's enjoyment of adventurous narratives, similar to "Star Wars." Rank 5: Movie 2826 - Reason: The adventurous spirit and historical context appeal to the user's preference for action and drama, as seen in "The Newton Boys." Rank 6: Movie 373 - Reason: The crime and thriller aspects resonate with the user's interest in complex stories, reminiscent of "A Perfect Murder." Rank 7: Movie 1397 - Reason: The emotional depth and struggles faced by the characters align with the user's appreciation for dramatic storytelling, similar to "One Flew Over the Cuckoo's Nest." Rank 8: Movie 2999 - Reason: The romantic comedy elements may not strongly align with the user's preference for serious dramas and thrillers, which are more evident in their history. Rank 9: Movie 1228 - Reason: While a classic, its focus on boxing and personal struggle might not resonate as much with the user's preference for crime and thriller genres. Rank 10: Movie 510 - Reason: The romantic and poetic themes may not align with the user's stronger inclination towards crime and thriller narratives.

Rank 1: Movie 1397 - Reason: This film explores deep emotional struggles and complex familial relationships, resonating with the user's appreciation for dramatic narratives like "One Flew Over the Cuckoo's Nest." Rank 2: Movie 2999 - Reason: The blend of romance and comedy in a historical setting aligns with the user's interest in character-driven stories, similar to "Man on the Moon." Rank 3: Movie 373 - Reason: The crime and thriller elements, along with a mistaken identity plot, match the user's taste for suspenseful narratives seen in "The Usual Suspects." Rank 4: Movie 2826 - Reason: This adventure film incorporates elements of fantasy and action, appealing to the user's enjoyment of epic storytelling as seen in "Star Wars." Rank 5: Movie 2707 - Reason: The psychological thriller aspect, involving paranoia and mystery, aligns well with the user's interest in intense, thought-provoking films like "A Perfect Murder." Rank 6: Movie 1228 - Reason: The character study of a troubled athlete resonates with the user's appreciation for dramatic depth, similar to "The Talented Mr. Ripley." Rank 7: Movie 510 - Reason: The romantic and dramatic elements combined with a poetic narrative appeal to the user's taste for heartfelt stories, akin to "Man on the Moon." Rank 8: Movie 553 - Reason: The action and historical context of this Western may not fully align with the user's preferred genres, which lean more towards drama and thriller. Rank 9: Movie 1527 - Reason: The science fiction and fantasy elements may not resonate as strongly with the user, who seems to prefer more grounded, character-driven narratives. Rank 10: Movie 2396 - Reason: While the romantic and historical themes are present, the film's focus on Shakespeare may not align with the user's preference for more contemporary, relatable stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.) Movie 141:The Birdcage (Genres: Comedy; Language: en; Overview: Gay cabaret owner and drag queen disguise for son's fiancé parents.) Movie 344:Ace Ventura: Pet Detective (Genres: Comedy, Mystery; Language: en; Overview: Ace Ventura tracks missing mascot, encounters danger, impresses women.) Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.) Movie 1370:Die Hard 2 (Genres: Action, Thriller; Language: en; Overview: John McClane battles terrorists at an airport on Christmas Eve.) Movie 1810:Primary Colors (Genres: Comedy, Drama; Language: en; Overview: Henry Burton manages Jack Stanton's presidential campaign amid personal challenges.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.) Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.) Movie 3489:Hook (Genres: Adventure, Fantasy, Comedy, Family; Language: en; Overview: Peter Pan becomes a lawyer; Hook kidnaps his children, redemption follows.) There are 10 Candidates for recommendation: Movie 2231:Rounders (Genres: Drama, Crime; Language: en; Overview: Reformed gambler plays poker again to help friend with debts.), Movie 3102:Jagged Edge (Genres: Mystery, Thriller; Language: en; Overview: Heiress murdered; husband accused, hires lawyer, love complicates defense.), Movie 2267:Mortal Thoughts (Genres: Mystery, Thriller; Language: en; Overview: Abusive man killed; many suspects, unclear who is guilty.), Movie 2801:Oscar and Lucinda (Genres: Drama, Romance; Language: en; Overview: Abused minister Oscar and heiress Lucinda's wager changes destinies.), Movie 1713:MouseHunt (Genres: Comedy, Family; Language: en; Overview: Brothers inherit mansion, discover value, must evict stubborn mouse.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 2816:Iron Eagle II (Genres: Action, Adventure, Drama, Thriller; Language: en; Overview: Chappy Sinclair unites U.S. and Soviet pilots against sabotage.), Movie 3619:The Hollywood Knights (Genres: Comedy; Language: en; Overview: Comedic gang led by Newbomb Turk causes chaos on Halloween.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1289:Koyaanisqatsi (Genres: Documentary, Music; Language: en; Overview: Explores technology's impact on humanity and Earth through visuals and music.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 593 - Reason: This movie combines crime, drama, and psychological thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 2267 - Reason: The intricate mystery and thriller aspects of this film resonate with the user's interest in suspenseful narratives, similar to "The Usual Suspects." Rank 3: Movie 3102 - Reason: This film's blend of mystery and legal drama appeals to the user's taste for intense, character-driven stories, akin to their enjoyment of crime thrillers. Rank 4: Movie 1289 - Reason: The unique documentary style and thought-provoking visuals may intrigue the user, given their appreciation for films that explore deeper themes. Rank 5: Movie 2231 - Reason: The drama and crime elements in this film mirror the user's interest in stories about moral dilemmas and personal struggles, similar to "The Usual Suspects." Rank 6: Movie 3619 - Reason: The comedic chaos and ensemble cast might not align with the user's preference for more serious narratives, as seen in their history. Rank 7: Movie 2801 - Reason: The romantic drama and character development may appeal to the user, but it lacks the intense thrill found in their preferred films. Rank 8: Movie 2816 - Reason: While this action-adventure film has thrilling elements, it may not resonate as strongly with the user's taste for complex narratives. Rank 9: Movie 1952 - Reason: The slower pace and heavy themes of survival may not align with the user's preference for more action-oriented or thrilling stories. Rank 10: Movie 1713 - Reason: This family comedy might not match the user's interest in more serious or thought-provoking films, as their history suggests a preference for drama and thrillers.

Rank 1: Movie 1289 - Reason: This movie combines visual artistry and a profound commentary on technology's impact on humanity, appealing to the user's preference for thought-provoking narratives as seen in "The Usual Suspects." Rank 2: Movie 2801 - Reason: The dramatic and romantic elements in this film resonate with the user's interest in character-driven stories, similar to the emotional depth found in "Primary Colors." Rank 3: Movie 2816 - Reason: This action-packed adventure features themes of camaraderie and international cooperation, aligning with the user's enjoyment of thrilling narratives like "Mission: Impossible." Rank 4: Movie 593 - Reason: The intense psychological drama and crime elements mirror the user's appreciation for thrillers, as showcased in "The Usual Suspects" and "Die Hard 2." Rank 5: Movie 3619 - Reason: This comedy's chaotic and humorous nature may appeal to the user, though it may not have the same depth as their preferred films like "The Birdcage." Rank 6: Movie 3102 - Reason: The mystery and legal drama aspects align with the user's interest in complex narratives, similar to the tension found in "The Usual Suspects." Rank 7: Movie 2267 - Reason: The film's exploration of moral ambiguity and suspense resonates with the user's appreciation for intricate storytelling, akin to "The Silence of the Lambs." Rank 8: Movie 2231 - Reason: While this drama about gambling has engaging elements, it may not fully match the user's preference for more intense thrillers like "Die Hard 2." Rank 9: Movie 1713 - Reason: This family comedy may not resonate as strongly with the user, given their preference for more sophisticated narratives seen in films like "The Matrix." Rank 10: Movie 1952 - Reason: The gritty realism and somber themes may not align with the user's preference for lighter or more adventurous films, contrasting with their enjoyment of "Ace Ventura: Pet Detective."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 300:Quiz Show (Genres: History, Drama; Language: en; Overview: Quiz Show depicts the true story of the 1950s scandal.) Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.) Movie 1370:Die Hard 2 (Genres: Action, Thriller; Language: en; Overview: John McClane battles terrorists at an airport on Christmas Eve.) Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.) Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.) Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.) Movie 2841:Stir of Echoes (Genres: Horror, Mystery, Thriller; Language: en; Overview: Tom sees haunting visions of a girl's ghost after hypnosis.) Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.) Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.) Movie 3624:Shanghai Noon (Genres: Adventure, Action, Comedy, Western; Language: en; Overview: Clumsy guard teams with outlaw to rescue kidnapped Princess Pei Pei.) There are 10 Candidates for recommendation: Movie 1002:Ed's Next Move (Genres: ; Language: en; Overview: Ed moves to NYC post-breakup, seeking love and friendship.), Movie 3275:The Boondock Saints (Genres: Action, Thriller, Crime; Language: en; Overview: Twin brothers combat Boston's criminals through God-inspired vigilante justice.), Movie 387:A Low Down Dirty Shame (Genres: Action, Comedy, Crime; Language: en; Overview: Detective seeks missing drug money, faces danger and old connections.), Movie 2077:The Journey of Natty Gann (Genres: Adventure; Language: en; Overview: Young girl searches for father during Great Depression, finds companionship.), Movie 1850:I Love You, Don't Touch Me! (Genres: Comedy, Romance; Language: fr; Overview: A 25-year-old virgin seeks love, unaware her soulmate's nearby.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.), Movie 3512:Return to Me (Genres: Romance, Comedy, Drama; Language: en; Overview: Widowed architect falls for waitress on blind date; truth revealed.), Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.), Movie 2505:8MM (Genres: Thriller, Crime, Mystery; Language: en; Overview: Tom Welles' obsession with a film reel disrupts his life.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1466 - Reason: This movie's exploration of crime and moral ambiguity aligns with the user's interest in complex narratives, as seen in "Quiz Show" and "The Green Mile." Rank 2: Movie 480 - Reason: The thrilling adventure and chaos of dinosaurs escaping resonate with the user's enjoyment of action-packed films like "Raiders of the Lost Ark." Rank 3: Movie 2505 - Reason: The psychological thriller aspect and crime investigation mirror the user's preference for intense, thought-provoking stories, similar to "Die Hard 2." Rank 4: Movie 3512 - Reason: This romantic narrative offers emotional depth and character development, akin to the heartfelt connections found in "The Breakfast Club." Rank 5: Movie 387 - Reason: The blend of action and comedy, along with a crime-solving plot, aligns well with the user's taste for entertaining yet thrilling stories like "Austin Powers." Rank 6: Movie 2470 - Reason: The humorous adventure and cultural clash in this film match the user's appreciation for light-hearted comedies, similar to "Shanghai Noon." Rank 7: Movie 3275 - Reason: The vigilante justice theme and action-packed storyline resonate with the user's interest in crime and action, as seen in "Die Hard 2." Rank 8: Movie 1850 - Reason: This romantic comedy may not strongly align with the user's usual preferences for action and drama, making it a less likely favorite. Rank 9: Movie 2077 - Reason: While it features adventure, the film's focus on a young girl's journey may not resonate as much with the user's interest in more adult-themed narratives. Rank 10: Movie 1002 - Reason: The romantic comedy aspect and focus on post-breakup life may not align with the user's preference for action and historical dramas.

Rank 1: Movie 2077 - Reason: This adventure film features a young girl's journey during the Great Depression, resonating with the user's interest in character-driven narratives and historical contexts. Rank 2: Movie 1002 - Reason: The story of Ed seeking love and friendship post-breakup aligns with the user's appreciation for character exploration and emotional themes found in their preferred movies. Rank 3: Movie 2505 - Reason: The thriller and mystery elements in this film reflect the user's taste for complex narratives, as seen in their interest in psychological themes. Rank 4: Movie 2470 - Reason: The blend of adventure and comedy in this film mirrors the light-hearted yet adventurous spirit found in some of the user's favorite movies. Rank 5: Movie 387 - Reason: This action-comedy film features a detective navigating crime and danger, appealing to the user's enjoyment of thrilling and humorous narratives. Rank 6: Movie 3275 - Reason: The vigilante justice theme and action elements align with the user's interest in crime and thriller genres, similar to their past movie choices. Rank 7: Movie 3512 - Reason: This romantic comedy's focus on relationships and personal discovery resonates with the user's appreciation for character-driven stories. Rank 8: Movie 1850 - Reason: The comedic exploration of love and relationships may not strongly align with the user's historical and dramatic preferences seen in their movie history. Rank 9: Movie 480 - Reason: While this adventure film is iconic, its heavy focus on science fiction and chaos might not resonate as much with the user's historical and drama-centric tastes. Rank 10: Movie 1466 - Reason: The crime drama elements may not match the user's preference for more character-focused and historical narratives, making it less appealing.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 300:Quiz Show (Genres: History, Drama; Language: en; Overview: Quiz Show depicts the true story of the 1950s scandal.) Movie 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.) Movie 1092:Basic Instinct (Genres: Thriller, Mystery; Language: en; Overview: Detective investigates brutal murder possibly linked to seductive woman.) Movie 1370:Die Hard 2 (Genres: Action, Thriller; Language: en; Overview: John McClane battles terrorists at an airport on Christmas Eve.) Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.) Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.) Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.) Movie 2840:Stigmata (Genres: Horror; Language: en; Overview: Young woman experiences stigmata; priest investigates sinister forces haunting her.) Movie 2841:Stir of Echoes (Genres: Horror, Mystery, Thriller; Language: en; Overview: Tom sees haunting visions of a girl's ghost after hypnosis.) Movie 3148:The Cider House Rules (Genres: Drama; Language: en; Overview: Orphan Homer becomes a skilled physician, seeking his own path.) There are 10 Candidates for recommendation: Movie 3473:Jonah Who Will Be 25 in the Year 2000 (Genres: ; Language: fr; Overview: Swiss film explores 30-somethings seeking meaning on a communal farm.), Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 1150:The Return of Martin Guerre (Genres: Mystery, Crime, Drama, History, Romance; Language: fr; Overview: Martin Guerre returns home; identity questioned despite his knowledge.), Movie 553:Tombstone (Genres: Action, Adventure, Drama, History, Western; Language: en; Overview: Wyatt Earp and brothers confront gang threats in Tombstone together.), Movie 1168:Bad Moon (Genres: Horror; Language: en; Overview: Man battles inner curse; family dog holds key to freedom.), Movie 1212:The Third Man (Genres: Thriller, Mystery; Language: en; Overview: Postwar Vienna: Writer investigates friend's death, encounters love and conspiracy.), Movie 3287:The Tigger Movie (Genres: Animation, Family; Language: en; Overview: Friends prepare Eeyore's winter home; Tigger seeks other Tiggers.), Movie 2447:Varsity Blues (Genres: Comedy, Drama, Romance; Language: en; Overview: In Texas, high school football unites a community amidst adversity.) Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1527 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's interest in imaginative and thrilling narratives as seen in "The Matrix." Rank 2: Movie 553 - Reason: The historical and dramatic aspects of this film resonate with the user's preference for movies like "300" and "A Few Good Men," which explore significant historical events and character-driven stories. Rank 3: Movie 2826 - Reason: This film's adventurous spirit and fantasy elements appeal to the user's enjoyment of action-packed narratives, similar to "Die Hard 2" and "The Matrix." Rank 4: Movie 2070 - Reason: The character-driven drama and themes of personal redemption in this film align with the user's appreciation for deep, emotional storytelling as seen in "The Cider House Rules." Rank 5: Movie 1168 - Reason: The psychological horror and mystery elements resonate with the user's interest in thrilling narratives, similar to "Primal Fear" and "Basic Instinct." Rank 6: Movie 1212 - Reason: The intricate plot and postwar setting offer a compelling mystery that aligns with the user's taste for complex stories, akin to "Basic Instinct" and "Primal Fear." Rank 7: Movie 2447 - Reason: The high school setting and themes of camaraderie and adversity connect with the user's enjoyment of character-driven dramas, similar to "A Few Good Men." Rank 8: Movie 3473 - Reason: This film's exploration of friendship and community may not strongly resonate with the user's preference for more intense and dramatic narratives. Rank 9: Movie 1150 - Reason: The historical mystery and identity themes may not align well with the user's preference for more action-oriented or psychological thrillers. Rank 10: Movie 3287 - Reason: The light-hearted and family-friendly nature of this animated film likely does not match the user's interest in darker, more complex narratives.

Rank 1: Movie 2070 - Reason: This film's exploration of personal redemption and emotional depth resonates with the user's appreciation for character-driven dramas like "A Few Good Men" and "The Cider House Rules." Rank 2: Movie 1212 - Reason: The intricate plot involving mystery and moral dilemmas aligns with the user's interest in thought-provoking narratives as seen in "Primal Fear" and "Basic Instinct." Rank 3: Movie 1527 - Reason: The blend of action, adventure, and a unique sci-fi premise appeals to the user's enjoyment of dynamic storytelling found in "The Matrix" and "Die Hard 2." Rank 4: Movie 553 - Reason: The historical context and strong character arcs reflect the user's taste for dramas with depth, similar to "300" and "A Few Good Men." Rank 5: Movie 2826 - Reason: The adventurous spirit and elements of fantasy align with the user's enjoyment of action-packed narratives like "The Matrix" and "Die Hard 2." Rank 6: Movie 3287 - Reason: The family-friendly themes and light-hearted animation provide a contrast to the user's darker preferences, which may not resonate as strongly. Rank 7: Movie 2447 - Reason: The blend of comedy and drama in a high school setting may appeal to the user, reminiscent of character-driven stories like "Varsity Blues." Rank 8: Movie 3473 - Reason: The film's existential themes and exploration of personal journeys might not align with the user's more action-oriented and dramatic preferences. Rank 9: Movie 1168 - Reason: The horror elements may not resonate with the user's primary interests in drama and thrillers, making it a less favorable choice. Rank 10: Movie 1150 - Reason: While it has historical and dramatic elements, the slower pacing and focus on identity might not engage the user as much as their preferred genres.