EDM 2019 - 12th International Conference on Educational Data Mining

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.
The theme of this year’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.
Topics of interest
Topics of interest to the conference include but are not limited to.
Modeling student and group interaction for guidance and collaborative problem-solving.
Deriving representations of domain knowledge from data.
Modeling real-world problem solving in open-ended domains.
Detecting and addressing students’ affective and emotional states.
Informing data mining research with educational theory.
Developing new techniques for mining educational data.
Data mining to understand how learners interact in formal and informal educational contexts.
Modeling students’ affective states and engagement with multimodal data.
Synthesizing rich data to inform students and educators.
Bridging data mining and learning sciences.
Applying social network analysis to support student interactions.
Legal and social policies to govern EDM.
Developing generic frameworks, techniques, research methods, and approaches for EDM.
Closing the loop between EDM research and educational outcomes to yield actionable advice.
Automatically assessing student knowledge.
Submission Types
- Full Papers — 10 pages. Should describe original, substantive, mature, and unpublished work.
- Short Papers — 6 pages. Should describe original, unpublished work. This includes early stage, less developed works in progress.
- JEDM Journal Track Papers - 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.
- Industry Papers — 6 pages. Should describe innovative uses of EDM techniques in a commercial setting.
- Doctoral Consortium — 2-4 pages. Should describe the graduate/postgraduate student’s research topic, proposed contributions, results so far, and aspects of the research on which advice is sought.
- Posters/Demos — 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.
JEDM track papers should be formatted according to the JEDM guidelines and should be submitted to the journal directly at:
https://jedm.educationaldatamining.org/index.php/J...
All other papers should be formatted according to the EDM template:
* Word: http://educationaldatamining.org/EDM2016/files/edm...
* LaTeX: http://educationaldatamining.org/EDM2016/files/edm...
and should be submitted to EasyChair at:
https://easychair.org/conferences/?conf=edm2019
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.
Workshops and Tutorials
We invite Workshop and Tutorial proposal — 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.
Important Dates
Workshop and Tutorial proposals
January 14, 2019, 11:59 PM PST
Abstracts for all papers
February 24, 2019, 11:59 PM PST
Full papers, short papers, and demos
March 4, 2019, 11:59 PM PST
JEDM track papers
December 21, 2018, 11:59 PM PST
Industry papers
March 4, 2019, 11:59 PM PST
Posters and doctoral consortium papers
March 21, 2019, 11:59 PM PST
Acceptance notifications for workshops and tutorials
February 4, 2019, 11:59 PM PST
Acceptance notifications for all conference papers
April 11, 2019, 11:59 PM PST
Camera-ready copy due
May 1, 2019, 11:59 PM PST
Due dates and acceptance notifications for workshops
Set by workshop organizers
Organizing team
General chairs:
Michel C. Desmarais (Ecole Polytechnique Montreal)
Roger Nkambou (Universite du Quebec a Montreal)
Program chairs:
Collin F. Lynch (North Carolina State University)
Agathe Merceron (Beuth Hochschule für Technik Berlin)