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<!DOCTYPE html>
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<title>
Evolving A Learning Analytics Platform - Ari Bader-Natal
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<meta content="2011-02-28T20:00:00+00:00" property="article:published_time">
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<meta content="Proceedings of the 1st International Conference on Learning Analytics and Knowledge. ACM Press, 2011." name="description">
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padding-bottom: 10px;
margin-bottom: 20px;
}
.single {
font-size: 1.1rem;
}
.single time, span.filed-under, span.filed-under a, .p-author, .permalink {
color: #333;
font-size: 0.9rem;
}
.bundle {
border-top: 1px solid #848eb6;
padding-top: 10px;
margin-bottom: 10px;
}
.post-date {
text-align: right;
}
.not-found {
margin-top: 150px;
text-align: center;
font-size: 2rem;
}
.not-found h1 {
font-size: 8rem;
}
dl, .clearfix:before, .clearfix:after {
content: " ";
display: table;
}
dl, .clearfix:after {
clear: both;
}
/*============================================================================*/
#logo {
display: inline-block;
/* height: 110px;
width: 110px;
background-size: 90px 90px;
background-position: left center;
background-repeat: no-repeat;
*/
margin-top: 13px;
height: 75px;
/* background-image: url(/public/images/aribadernatal.jpg);
background-size: 100px 100px;
background-position: center;
background-repeat: no-repeat;
*/
width: 75px !important;
/* display: inline-block;
*/
/* box-shadow: 1px 1px 3px 0px #999;
*/
}
#logo img {
width: 90px;
height: 90px;
-webkit-border-radius: 10px;
border-radius: 10px;
-webkit-box-shadow: 1px 1px 3px 0px #999;
}
div.posts-by-year article div.col {
margin-bottom: 8px;
font-size: 18px;
}
/*============================================================================*/
@media screen and (max-width: 767px) {
.hide-if-small {
display: none;
}
.container {
padding: 0 20px;
}
#homepage-entries {
padding-right: 0px !important;
}
div[data-tippy-root] {
display: none;
}
h1 {
font-size: 1.8em;
}
#nav-links-2 a svg {
opacity: 0.4;
}
#feed-control-container {
padding-right: 10px;
border-top: none;
margin-top: 20px;
}
#feed-control-container.loaded {
border-right: none;
}
.top-navbar {
text-align: center;
margin-top: 0px;
margin-bottom: 25px !important;
border-top: 1px dotted #ccc;
border-bottom: 1px dotted #ccc;
padding-top: 10px;
height: inherit !important;
}
.top-navbar a {
padding: 2px 5px;
margin: 2px 2px 8px 2px;
border-radius: 0;
border: none;
/* 1px solid $contrast-color;
*/
transition: none;
font-size: 18px;
}
.top-navbar a:hover {
transform: none;
}
.top-navbar a.link-to-home {
display: none;
}
.bundle, .post-date {
/* text-align: center;
*/
}
.bundle article {
/* margin-bottom: 30px;
*/
}
#logo {
background-position: center center;
}
.homepage-entry img.large-icon {
width: 64px;
height: 64px;
}
div.posts-by-year article.row.gutters {
/* a {
margin-left:25px;
margin-top:-7px;
}
*/
}
div.posts-by-year article.row.gutters .post-icon {
display: none !important;
position: absolute;
top: 0;
left: 0px !important;
color: #999;
}
div.posts-by-year article.row.gutters::before {
content: none !important;
}
body.Projects div.project-entry div.project-icon-container {
text-align: center;
}
body.Projects div.project-entry div.project-icon-container img.project-icon {
width: 64px;
height: 64px;
}
}
/*=========================================*/
div.posts-by-year article.row.gutters {
/* margin-bottom: -17px !important;
*/
position: relative;
}
div.posts-by-year article.row.gutters .post-icon {
display: none;
position: absolute;
top: 0;
left: -17px;
color: #999;
}
div.posts-by-year article.row.gutters::before {
content: "•";
position: absolute;
color: #0070bb;
opacity: 0.5;
}
div.posts-by-year article.row.gutters:hover .post-icon {
color: #000;
}
div.posts-by-year article.row.gutters a {
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
div.posts-by-year article.row.gutters .post-date {
color: #666;
}
cite {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: normal;
font-style: normal;
}
#feed-control-container {
float: left;
padding-right: 10px;
background-color: rgba(0, 0, 0, 0.05);
}
#feed-control-container.loaded {
border: 1px dotted #ccc;
}
#feed-control {
padding-top: 10px;
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: 300;
line-height: 1.2;
}
#feed-control ul {
margin-left: 0px;
list-style-type: none;
}
#feed-control ul .favelog-link {
font-size: 13px;
padding-bottom: 9px;
list-style-position: outside;
margin-left: 32px;
padding-left: 3px;
}
#feed-control ul .favelog-link.get-pocket {
list-style-image: url('/img/icons/get-pocket.svg');
}
#feed-control ul .favelog-link.github {
list-style-image: url('/img/icons/github.svg');
}
#feed-control ul .favelog-link.twitter {
list-style-image: url('/img/icons/twitter.svg');
}
#feed-control ul .favelog-link.youtube {
list-style-image: url('/img/icons/youtube.svg');
}
#feed-control ul .favelog-link.medium {
list-style-image: url('/img/icons/medium.svg');
}
#feed-control ul .favelog-link.vimeo {
list-style-image: url('/img/icons/vimeo.svg');
}
#feed-control ul .favelog-link.bookmark {
list-style-image: url('/img/icons/bookmark.svg');
}
#feed-control ul .favelog-link::marker {
font-size: 30px;
line-height: 13px;
}
#feed-control ul .favelog-link a {
color: #333;
border-bottom: 1px dotted transparent;
}
#feed-control ul .favelog-link a:hover {
border-bottom: 1px dotted #0070bb;
}
#feed-control ul .favelog-link i {
margin-right: 5px;
margin-left: -20px;
}
.favelog-header {
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-size: 16px;
padding-top: 10px;
padding-bottom: 10px;
margin-left: 15px;
}
.favelog-header a {
color: #333;
}
body#main-body #homepage-entries {
padding-right: 25px;
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: 300;
font-size: 18px;
}
body#main-body #homepage-entries b, body#main-body #homepage-entries strong {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: inherit;
}
body#main-body #homepage-entries i, body#main-body #homepage-entries em {
font-family: CallunaItalic, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-style: italic;
font-style: normal;
}
body#main-body #homepage-entries b i, body#main-body #homepage-entries b em, body#main-body #homepage-entries strong i, body#main-body #homepage-entries strong em, body#main-body #homepage-entries i b {
font-family: CallunaBoldItalic, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: inherit;
font-style: normal;
}
body#main-body #homepage-entries .homepage-entry {
padding-bottom: 10px;
}
body#main-body #homepage-entries .homepage-entry img.large-icon {
width: 150px;
height: 150px;
margin: 0 10px 0 0;
}
body#main-body #homepage-entries .homepage-entry img.medium-icon {
width: 80px;
height: 80px;
border: none;
margin: 10px 0px 10px 10px;
}
body#main-body #homepage-entries .homepage-entry img.small-icon {
width: 64px;
height: 64px;
border: none;
margin: 10px 0px 10px 10px;
}
.view-full-post, .external-post-excerpt {
margin-top: 15px;
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-size: 24px;
}
.view-full-post .fa, .external-post-excerpt .fa {
font-size: 15px;
vertical-align: top;
}
.external-post-header {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
margin-top: 15px;
font-size: 18px;
}
div.sidebar {
margin-top: -35px;
}
form.navbar-search {
margin-bottom: 20px;
}
.tweets {
margin-top: 15px !important;
}
.tweets-header-container {
position: inherit !important;
}
.tweets-header-container .tweets-header {
padding: 0px 0 5px !important;
width: inherit !important;
}
#dissertation {
font-size: 17px;
background-color: #ccc;
}
.comments {
font-size: 15px;
line-height: 1.4;
color: #333;
}
.bundle.row.gutters.callout {
/* background-color:#ccc;
*/
}
.ss {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: normal;
}
#extra-button {
padding-top: 15px;
font-size: 18px;
}
#loading {
color: #676767;
font-size: 11px;
margin: 10px;
padding: 4px;
}
.publication, .patent {
font-size: 18px;
line-height: 1.5;
text-align: left;
margin-bottom: 25px;
}
.publication .abstract, .patent .abstract {
margin-top: 20px;
margin-left: 25px;
font-size: 16px;
font-family: CallunaItalic, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
.title, .patent-title {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: normal;
}
.title cite {
font-style: normal;
}
.docs {
padding-left: 15px;
padding-top: 5px;
}
.docs i {
margin: 0 2px 0 10px;
}
table.project-table tr td.tech {
opacity: 0;
color: #333;
font-size: 13px;
}
table.project-table tr:hover td.tech {
opacity: 1;
}
.homepage-entry a {
border-bottom: 1px none;
}
.homepage-entry a:hover, .featured-title a:hover {
border-bottom: 1px dotted;
}
div.abstract.show {
display: block;
}
div.abstract {
color: #333;
display: none;
margin-top: 10px;
padding: 0 0 0 10px;
border-left: 1px solid #ccc;
}
body.Publications h2 {
font-size: 28px;
}
body.Publications h1, body.Publications h2, body.Publications h3, body.Publications h4 {
margin: 15px 0 0 0;
}
body.Projects h1, body.Projects h2, body.Projects h3, body.Projects h4 {
margin: 5px 0;
}
body.Projects .status {
font-size: 16px;
padding: 1px 7px;
color: #333;
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
border-radius: 10px;
background-color: white;
border: 1px dotted #ccc;
float: right;
}
body.Projects .dates {
font-size: 13px;
font-weight: normal;
margin-left: 3px;
}
body.Projects .status-current {
background-color: green;
}
body.Projects .status-recent {
background-color: orange;
}
body.Projects .status-ancient {
background-color: red;
}
body.Projects div.project-entry {
position: relative;
border-bottom: 1px dotted #eee;
margin-bottom: 0;
margin-top: 0;
padding-bottom: 20px;
padding-top: 20px;
}
body.Projects div.project-entry .project-name {
margin-bottom: 12px;
font-size: 28px;
}
body.Projects div.project-entry .status {
/* position: absolute;
right: 0;
top: 10px;
*/
}
body.Projects .gfg-title, body.Projects .gfg-subtitle {
display: none;
}
.screenshots {
text-align: center;
width: 100%;
}
.screenshots img {
border: 1px solid #333;
margin-bottom: 20px;
}
.iframe-container iframe {
margin: 10px 0 40px;
border: 1px solid #ccc;
}
body.Blogs h1 {
margin: 15px 0 0 0;
}
body.Blogs h2 {
margin: 0;
}
body.Blogs article h2 {
margin-bottom: 0px;
}
body.Blogs .external-post-explanation {
margin-top: 10px;
margin-bottom: 20px;
}
body.Blogs .content-hidden {
opacity: 0.5;
}
body.Blogs .external-post-image img {
border: 1px solid #ccc;
}
.social-buttons {
float: right;
text-align: right;
padding-bottom: 10px;
padding-left: 10px;
width: 80px;
}
.small-list-container li {
font-size: 18px;
line-height: 1.5;
}
.small-list-container div {
font-size: 14px;
margin-bottom: 10px;
}
.small-list-container.container-compact div {
line-height: 18px;
}
a.separate-line {
display: block;
}
.primary {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
.toggle-abstract {
text-decoration: none;
border-bottom: 1px dotted #999;
}
.box-sidebar {
border-left: 1px dotted #ccc;
padding: 10px 15px;
/*border-top:1px dotted #ccc;
*/
}
.box-sidebar:hover {
opacity: 1;
}
.featured_projects {
background-color: rgba(255, 255, 255, 0.5);
}
.archived-tweets a {
font-size: 11px;
}
.featured-block {
padding: 8px;
}
.featured-block .featured-title {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
.featured-block .featured-secondary {
font-size: 14px;
color: #333;
margin-bottom: 10px;
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: 300;
}
.featured-block img {
margin-bottom: 5px;
border-radius: 10px;
-webkit-box-shadow: 1px 1px 3px 0px #9f9f98;
transition: all 0.2s ease-in-out;
}
.featured-block:hover img {
transform: scale(1.02);
}
.row .row-header {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
padding: 26px 6px 6px 6px;
font-size: 30px;
margin: 37px 0px 21px;
text-align: center;
color: #333;
border-top: 1px solid #000;
}
.row:hover .row-header a {
text-decoration: underline;
}
.patent {
line-height: 1.5 !important;
margin-bottom: 16px !important;
}
.post-image {
text-align: center;
}
.PageNavigation .prevnext-container {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
.PageNavigation .prevnext-container .prevnext-title {
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
.social li a {
text-decoration: none;
color: #333;
}
.post-year.col {
text-align: right;
}
#lunrsearchresults {
padding-top: 0.2rem;
}
.lunrsearchresult {
padding-bottom: 1rem;
}
.lunrsearchresult .title {
color: #2957c9;
font-size: 18px;
}
.lunrsearchresult .url {
color: silver;
}
.lunrsearchresult a, .lunrsearchresult a:hover {
display: block;
color: #777 !important;
}
.lunrsearchresult a:hover, .lunrsearchresult a:focus {
text-decoration: none;
}
.lunrsearchresult a:hover .title {
text-decoration: underline;
}
input#lunrsearch {
margin-bottom: 25px;
height: 30px;
padding: 20px 12px;
font-size: 26px;
color: #999;
background: #eee;
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
#lunrsearchresults #results-header {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
}
.svg-12 {
margin-bottom: 0px;
width: 12px;
height: 12px;
}
.at {
vertical-align: top;
}
.name {
font-size: 18px;
font-weight: regular;
}
.title {
/*font-size: 15px;
*/
margin-bottom: 10px;
}
.group {
font-size: 15px;
display: flex;
align-items: center;
height: 130px;
}
.group-title {
width: 70px;
font-family: CallunaBoldItalic, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-size: 14px;
}
.link {
color: #5e8793;
}
.social li {
display: inline;
margin: 0px 3px;
}
.social li a {
text-decoration: none;
}
.social li a:hover {
color: #0070bb;
}
.social {
margin-bottom: 32px;
margin-top: 0px;
margin-left: 0;
}
.social i {
vertical-align: middle;
margin: 0 5px;
}
.icon {
width: 32px;
height: 32px;
}
.icon:hover {
opacity: 0.6;
}
.copyright {
margin-top: -20px;
margin-bottom: 20px;
}
@media print {
section.PageNavigation, header.top, footer {
display: none;
}
body#main-body {
border-top: none;
background: transparent;
background-color: transparent;
}
body {
color: #000 !important;
}
.container {
background: transparent !important;
}
}
.PageNavigation {
font-size: 14px;
display: block;
width: auto;
overflow: hidden;
/* background-color: rgba(0,0,0,0.025);
*/
margin-left: -20px;
padding-left: 20px;
margin-right: -20px;
padding-right: 20px;
border-top: 3px solid #ccc;
}
.PageNavigation .prevnext-container {
display: block;
width: 40%;
float: left;
margin: 1em 0;
}
.PageNavigation .prevnext-container.prev {
float: left;
}
.PageNavigation .prevnext-container.next {
float: right;
text-align: right;
}
.PageNavigation .prevnext-container .prevnext-img {
padding-top: 5px;
}
.PageNavigation .prevnext-container .prevnext-img img {
border: 1px solid #ccc;
}
.PageNavigation .prevnext-container .prevnext-img img:hover {
border: 1px solid #000;
}
.tippy-content {
font-family: CallunaRegular, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: 300;
padding: 20px 20px 0px;
}
.tippy-content b, .tippy-content strong {
font-family: CallunaBold, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: inherit;
}
.tippy-content i, .tippy-content em {
font-family: CallunaItalic, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-style: normal;
}
.tippy-content b i, .tippy-content b em, .tippy-content strong i, .tippy-content strong em, .tippy-content i b {
font-family: CallunaBoldItalic, charter, Georgia, Cambria, "Times New Roman", Times, serif;
font-weight: inherit;
font-style: normal;
}
</style>
<style type="text/css">
.tippy-box[data-theme~=light-border]{background-color:#fff;background-clip:padding-box;border:1px solid rgba(0,8,16,.15);color:#333;box-shadow:0 4px 14px -2px rgba(0,8,16,.08)}.tippy-box[data-theme~=light-border]>.tippy-backdrop{background-color:#fff}.tippy-box[data-theme~=light-border]>.tippy-arrow:after,.tippy-box[data-theme~=light-border]>.tippy-svg-arrow:after{content:"";position:absolute;z-index:-1}.tippy-box[data-theme~=light-border]>.tippy-arrow:after{border-color:transparent;border-style:solid}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-arrow:before{border-top-color:#fff}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-arrow:after{border-top-color:rgba(0,8,16,.2);border-width:7px 7px 0;top:17px;left:1px}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-svg-arrow>svg{top:16px}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-svg-arrow:after{top:17px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-arrow:before{border-bottom-color:#fff;bottom:16px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-arrow:after{border-bottom-color:rgba(0,8,16,.2);border-width:0 7px 7px;bottom:17px;left:1px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-svg-arrow>svg{bottom:16px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-svg-arrow:after{bottom:17px}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-arrow:before{border-left-color:#fff}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-arrow:after{border-left-color:rgba(0,8,16,.2);border-width:7px 0 7px 7px;left:17px;top:1px}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-svg-arrow>svg{left:11px}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-svg-arrow:after{left:12px}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-arrow:before{border-right-color:#fff;right:16px}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-arrow:after{border-width:7px 7px 7px 0;right:17px;top:1px;border-right-color:rgba(0,8,16,.2)}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-svg-arrow>svg{right:11px}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-svg-arrow:after{right:12px}.tippy-box[data-theme~=light-border]>.tippy-svg-arrow{fill:#fff}.tippy-box[data-theme~=light-border]>.tippy-svg-arrow:after{background-image:url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cGF0aCBkPSJNMCA2czEuNzk2LS4wMTMgNC42Ny0zLjYxNUM1Ljg1MS45IDYuOTMuMDA2IDggMGMxLjA3LS4wMDYgMi4xNDguODg3IDMuMzQzIDIuMzg1QzE0LjIzMyA2LjAwNSAxNiA2IDE2IDZIMHoiIGZpbGw9InJnYmEoMCwgOCwgMTYsIDAuMikiLz48L3N2Zz4=);background-size:16px 6px;width:16px;height:6px}
</style>
</head>
<body class="" id="main-body">
<div class="container azul h-entry">
<header class="top row gutters" role="banner">
<div class="col span_2 center">
<a title="Ari Bader-Natal">
<img alt="ABN" height="75" id="logo" src="rick.jpg" width="75">
</a>
<div id="name">
Ari Bader-Natal
</div>
</div>
<span role="navigation">
<nav class="col span_10 top-navbar">
<div id="nav-links-1">
<a aria-label="Projects" class="" title="Go to Projects">
Projects
</a>
<a aria-label="Blogs" class="current-page" title="Go to Blogs">
Posts
</a>
<a aria-label="Publications" class="" title="Go to Publications">
Publications
</a>
</div>
<div id="nav-links-2">
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New Publication: "Evolving a learning analytics platform"
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Ari Bader-Natal
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&nbsp;&nbsp;
<time class="published dt-published" datetime="2011-02-28">
28 February 2011
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Bader-Natal, A. and Lotze, T.
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Evolving a learning analytics platform.
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Proceedings of the 1st International Conference on Learning Analytics and Knowledge. ACM Press, 2011.
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Web-based learning systems offer researchers the ability to collect and analyze fine-grained educational data on the performance and activity of students, as a basis for better understanding and support- ing learning among those students. The availability of this data enables stakeholders to pose a variety of interesting questions, often specifically focused on some subset of students.
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Grockit
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