
{"id":24,"date":"2018-09-23T05:43:24","date_gmt":"2018-09-23T05:43:24","guid":{"rendered":"http:\/\/educationaldatamining.org\/edm2019\/?page_id=24"},"modified":"2019-07-09T04:37:23","modified_gmt":"2019-07-09T04:37:23","slug":"home","status":"publish","type":"page","link":"https:\/\/educationaldatamining.org\/edm2019\/","title":{"rendered":"Home"},"content":{"rendered":"<h3><b>Educational Data Mining in Open-Ended Domains<\/b><\/h3>\n<h3><a href=\"https:\/\/www.facebook.com\/EDM2019MTL\/\"><i class=\"fa fa-facebook-square \" ><\/i>\u00a0<\/a><a href=\"https:\/\/twitter.com\/EDM2019MTL\"><i class=\"fa fa-twitter \" ><\/i>\u00a0<\/a><a href=\"https:\/\/www.instagram.com\/edm2019_mtl\/\"><i class=\"fa fa-instagram \" ><\/i> <\/a><a href=\"https:\/\/whova.com\/embedded\/event\/eedm_201907\/?utc_source=ems\"><i class=\"fa fa-calendar \" ><\/i>\u00a0<\/a><a href=\"http:\/\/educationaldatamining.org\/edm2019\/proceedings\/\"><span style=\"font-weight: 400;\"><i class=\"fa fa-file-pdf-o \" ><\/i><\/span><\/a> <a href=\"https:\/\/sites.grenadine.uqam.ca\/sites\/cria\/en\/edm2019\/register\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-48 alignright\" src=\"http:\/\/educationaldatamining.org\/edm2019\/wp-content\/uploads\/sites\/3\/2019\/04\/register2.png\" alt=\"\" width=\"120\" height=\"50\" \/><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">Educational Data Mining is a leading international forum for high-quality research that mines data sets to answer educational research questions that shed light on the learning process. These data sets may originate from a variety of learning contexts, including learning management systems, interactive learning environments, intelligent tutoring systems, educational games, and data-rich learning activities. Educational data mining considers a wide variety of types of data, including but not limited to raw log files, student-produced artifacts, discourse, multimodal streams such as eye-tracking, and other sensor data. The overarching goal of the Educational Data Mining research community is to better support learners by developing data-driven understandings of the learning process in a wide variety of contexts and for diverse learners.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The theme of this year\u2019s conference is EDM in Open-Ended Domains. \u00a0As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks such as writing, design, and collaborative problem-solving. \u00a0And it has been used in new informal contexts where student actions are at best semi-structured. For this 12th iteration of the conference, we specifically welcome research in these new areas. \u00a0<\/span><\/p>\n<h3>Topics of interest<\/h3>\n<p>Topics of interest to the conference include but are not limited to.<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Modeling student and group interaction for guidance and collaborative problem-solving.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Deriving representations of domain knowledge from data.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Modeling real-world problem-solving in open-ended domains.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Detecting and addressing students\u2019 affective and emotional states.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Informing data mining research with educational theory.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Developing new techniques for mining educational data.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Data mining to understand how learners interact in formal and informal educational contexts.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Modeling students\u2019 affective states and engagement with multimodal data.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Synthesizing rich data to inform students and educators.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bridging data mining and learning sciences.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Applying social network analysis to support student interactions.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Legal and social policies to govern EDM.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Developing generic frameworks, techniques, research methods, and approaches for EDM.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Closing the loop between EDM research and educational outcomes to yield actionable advice.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Automatically assessing student knowledge.<\/span><\/li>\n<\/ul>\n<div style=\"height: 212px; line-height: 1.4em !important; font-family: Helvetica; width: 300px; background-color: #f9f9f9; border: 1px solid #ccc; padding: 10px;\">\n<div style=\"height: 150px;\">\n<div style=\"text-align: center; font-size: 16px;\">\n<p>Get our official event app<\/p>\n<div style=\"margin: 10px 0px;\"><img decoding=\"async\" style=\"height: 32px;\" title=\"whova-logo\" src=\"https:\/\/whova.com\/xems\/apis\/get_whova_tracking_image\/?event_id=eedm_201907&amp;track_id=use_small_widget&amp;image_type=whova_logo\" \/><\/div>\n<\/div>\n<div style=\"margin-top: 20px; clear: both; text-align: center; padding: 0 0 5px 0;\"><a style=\"font-size: 14px !important; text-decoration: none; background-color: #2dacee; padding: 10px; color: #fff!important; min-width: 80px; line-height: 1.4em !important;\" href=\"https:\/\/itunes.apple.com\/app\/apple-store\/id716979741?pt=1944835&amp;ct=download_widget&amp;mt=8\" target=\"_blank\" rel=\"noopener\">iOS<\/a>\u00a0<a style=\"font-size: 14px !important; text-decoration: none; background-color: #2dacee; padding: 10px; color: #fff!important; min-width: 80px; line-height: 1.4em !important;\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.whova.event&amp;referrer=utm_source%3Ddownload_widget%26utm_medium%3Dwidget%26utm_content%3Deedm_201907\" target=\"_blank\" rel=\"noopener\">Android<\/a><\/div>\n<p><span style=\"font-size: 13px;\">For Blackberry or Windows Phone,\u00a0<\/span><a style=\"font-size: 13px; text-decoration: none;\" href=\"https:\/\/whova.com\/webapp\/request\/?event_id=eedm_201907\" target=\"_blank\" rel=\"noopener\">Click here<\/a><\/p>\n<\/div>\n<div>\n<div style=\"text-align: center; font-size: 13px;\"><\/div>\n<div style=\"text-align: right; margin-top: 10px; font-size: 12px;\"><a style=\"text-decoration: none; color: #999;\" href=\"https:\/\/whova.com\/whova-event-app\/\" target=\"_blank\" rel=\"noopener\">Best event app<\/a><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Educational Data Mining in Open-Ended Domains \u00a0\u00a0 \u00a0 Educational Data Mining is a leading international forum for high-quality research that mines data sets to answer educational research questions that shed light on the learning process. These data sets may originate&#8230; <a class=\"more-link\" href=\"https:\/\/educationaldatamining.org\/edm2019\/\">Continue Reading &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-24","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/pages\/24","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/comments?post=24"}],"version-history":[{"count":41,"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/pages\/24\/revisions"}],"predecessor-version":[{"id":556,"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/pages\/24\/revisions\/556"}],"wp:attachment":[{"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/media?parent=24"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}