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Fri, 11 Jan 2019 16:55:30 -0500
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EDM 2019: the 12th International Conference on Educational Data Mining

July 2-5, 2019, Montreal, Canada.

Second Call for Participation

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 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.

This year’s conference will be hosted by the Polytechnique Montréal and the
Université du Québec a Montréal and will be held at the Plaza Central-Ville
in beautiful Montréal, Canada, during the world famous Jazz Festival!


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/JEDM/about/submissions

All other papers should be formatted according to the EDM template:

* Word: http://educationaldatamining.org/EDM2016/files/edm_word_template.doc

* LaTeX: http://educationaldatamining.org/EDM2016/files/edm_latex.zip

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

JEDM track papers

  December 21, 2018, 11:59 PM PST

Workshop and Tutorial proposals

  January 14, 2019, 11:59 PM PST

Abstracts for all papers

  February 21, 2019, 11:59 PM PST

Full papers, short papers, and demos

  February 28, 2019, 11:59 PM PST


Acceptance notifications for workshops and tutorials

  February 4, 2019, 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 all conference papers

  April 11, 2019, 11:59 PM PST

Due dates and acceptance notifications for workshops

  Set by workshop organizers

Camera-ready copy due

 May 1, 2019, 11:59 PM PST




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)




Hope to see you all at EDM 2019 in Montreal!


-- 
ArgLab & Center for Educational Informatics
Department of Computer Science
North Carolina State University

https://research.csc.ncsu.edu/arglab/people/cflynch.html

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