
{"id":170,"date":"2019-01-15T03:11:04","date_gmt":"2019-01-15T03:11:04","guid":{"rendered":"http:\/\/educationaldatamining.org\/edm2019\/?page_id=170"},"modified":"2019-04-09T15:24:56","modified_gmt":"2019-04-09T15:24:56","slug":"call-for-papers","status":"publish","type":"page","link":"https:\/\/educationaldatamining.org\/edm2019\/call-for-papers\/","title":{"rendered":"Call for Papers"},"content":{"rendered":"<h1>EDM 2019: the 12th International Conference on Educational Data Mining<\/h1>\n<p><a href=\"http:\/\/educationaldatamining.org\/edm2019\/\">http:\/\/educationaldatamining.org\/edm2019\/<\/a><\/p>\n<h2>Educational Data Mining in Open-Ended Domains<\/h2>\n<p>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.<\/p>\n<p>The theme of this year&#8217;s conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks such as writing, design, and collaborative problem solving. And 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.<\/p>\n<h2>Topics of interest<\/h2>\n<p>Topics of interest to the conference include but are not limited to:<\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li>Modeling student and group interaction for guidance and collaborative problem-solving.<\/li>\n<li>Deriving representations of domain knowledge from data.<\/li>\n<li>Modeling real-world problem solving in open-ended domains.<\/li>\n<li>Detecting and addressing students&#8217; affective and emotional states.<\/li>\n<li>Informing data mining research with educational theory.<\/li>\n<li>Developing new techniques for mining educational data.<\/li>\n<li>Data mining to understand how learners interact in formal and informal educational contexts.<\/li>\n<li>Modeling students&#8217; affective states and engagement with multimodal data.<\/li>\n<li>Synthesizing rich data to inform students and educators.<\/li>\n<li>Bridging data mining and learning sciences.<\/li>\n<li>Applying social network analysis to support student interactions.<\/li>\n<li>Legal and social policies to govern EDM.<\/li>\n<li>Developing generic frameworks, techniques, research methods, and approaches for EDM.<\/li>\n<li>Closing the loop between EDM research and educational outcomes to yield actionable advice.<\/li>\n<li>Automatically assessing student knowledge.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Submission Types<\/h2>\n<ul>\n<li><b>Full Papers<\/b> \u2014 10 pages. Should describe original, substantive, mature, and unpublished work.<\/li>\n<li><b>Short Papers<\/b> \u2014 6 pages. Should describe original, unpublished work. This includes early stage, less developed works in progress.<\/li>\n<li><b>JEDM Journal Track Papers<\/b> \u2014 Papers submitted to the Journal of Educational Data Mining track (and accepted before April 11th) will be published in JEDM and presented during the JEDM track of the conference.<\/li>\n<li><b>Industry Papers<\/b> \u2014 6 pages. Should describe innovative uses of EDM techniques in a commercial setting.<\/li>\n<li><b> Doctoral Consortium<\/b> \u2014 2-4 pages. Should describe the graduate\/postgraduate student&#8217;s research topic, proposed contributions, results so far, and aspects of the research on which advice is sought.<\/li>\n<li><b> Posters\/Demos<\/b>\u2014 2-4 pages. Posters should describe original unpublished work in progress or last-minute results. Demos should describe EDM tools and systems, or educational systems that use EDM techniques.<\/li>\n<\/ul>\n<p>JEDM track papers should be formatted according to the JEDM guidelines and should be submitted to the journal directly at:<\/p>\n<p><a href=\"https:\/\/jedm.educationaldatamining.org\/index.php\/JEDM\/about\/submissions\">https:\/\/jedm.educationaldatamining.org\/index.php\/JEDM\/about\/submissions<\/a><\/p>\n<p>All other papers should be formatted according to the EDM template:<\/p>\n<ul>\n<li>Word: <a href=\"http:\/\/educationaldatamining.org\/EDM2016\/files\/edm_word_template.doc\">http:\/\/educationaldatamining.org\/EDM2016\/files\/edm_word_template.doc<\/a><\/li>\n<li>LaTeX: <a href=\"http:\/\/educationaldatamining.org\/EDM2016\/files\/edm_latex.zip\">http:\/\/educationaldatamining.org\/EDM2016\/files\/edm_latex.zip<\/a><\/li>\n<\/ul>\n<p>and should be submitted to EasyChair at:<\/p>\n<p><a href=\"https:\/\/easychair.org\/conferences\/?conf=edm2019\">https:\/\/easychair.org\/conferences\/?conf=edm2019<\/a><\/p>\n<p>Once on this page, select the relevant track (JEDM, Workshops and tutorials, Industry, or Posters).<\/p>\n<p>All accepted papers will be published in the open-access proceedings of the conference, with the exception of the Journal track as stated above. All paper submissions will be evaluated using double-blind reviewing. Prospective authors should blind their papers hiding author names and affiliations in their original submission so that they can be evaluated on their merits.<\/p>\n<h2>Workshops and Tutorials<\/h2>\n<p>We invite Workshop and Tutorial proposal \u2014 2-4 pages. Workshops should describe an emerging subfield and the plan organizers have to build growth in this new area. Tutorials should describe a tool or method, the organizers and their expertise, and a plan for attendees to learn it in a hands-on way.<br \/>\n<a id=\"important_dates\"><\/a><\/p>\n<h2>Important Dates<\/h2>\n<table>\n<tbody>\n<tr>\n<td>Workshop and Tutorial proposals<\/td>\n<td>January 14, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Abstracts for full and short papers<\/td>\n<td>February 24, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Full papers, short papers, and demos<\/td>\n<td>March 4, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>JEDM track papers<\/td>\n<td>December 21, 2018, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Industry papers<\/td>\n<td>March 4, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Posters and doctoral consortium papers<\/td>\n<td>March 21, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Acceptance notifications for workshops and tutorials<\/td>\n<td>February 4, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Acceptance notifications for full and short papers<\/td>\n<td>April 11, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Acceptance notifications for posters<\/td>\n<td>April 19, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Camera-ready copy due<\/td>\n<td>May 1, 2019, 11:59 PM PST<\/td>\n<\/tr>\n<tr>\n<td>Due dates and acceptance notifications for workshops<\/td>\n<td>Set by workshop organizers<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\nHope to see you all at EDM 2019 in Montreal!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>EDM 2019: the 12th International Conference on Educational Data Mining http:\/\/educationaldatamining.org\/edm2019\/ Educational Data Mining in Open-Ended Domains Educational Data Mining is a leading international forum for high-quality research that mines data sets to answer educational research questions that shed light&#8230; <a class=\"more-link\" href=\"https:\/\/educationaldatamining.org\/edm2019\/call-for-papers\/\">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-170","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/pages\/170","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=170"}],"version-history":[{"count":14,"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/pages\/170\/revisions"}],"predecessor-version":[{"id":269,"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/pages\/170\/revisions\/269"}],"wp:attachment":[{"href":"https:\/\/educationaldatamining.org\/edm2019\/wp-json\/wp\/v2\/media?parent=170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}