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EDM 2015 : Educational Data Mining

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Conference Series : Educational Data Mining
 
Link: http://educationaldatamining.org/EDM2015/
 
When Jun 26, 2015 - Jun 29, 2015
Where Madrid, Spain
Abstract Registration Due Feb 2, 2015
Submission Deadline Feb 9, 2015
Notification Due Apr 2, 2015
Categories    educational data mining
 

Call For Papers

We invite submissions to the 8th International Conference on Education Data Mining (EDM2015), to be held under auspices of the International Educational Data Mining Society on 26‐29 June 2015 at UNED, the National University for Distance Education in Madrid, Spain.

The EDM conference is a leading international forum for high‐quality research studying how to mine large data sets in order to answer educational research questions that shed light on the educational and learning processes.

EDM 2015 will follow AIED 2015 (22‐26 June) that is also organized by UNED in Madrid. Synergies between both EDM and AIED communities will be supported.

TOPICS OF INTEREST

Topics of interest to the conference include, but are not limited to:

● Closing the loop between education data research and educational outcomes

● Stealth assessment and evaluating the efficacy of curriculum and interventions

● Deriving representations of domain knowledge from data

● Detecting and addressing students' affective and emotional states

● Integrating data mining and pedagogical theory

● Data mining with emerging pedagogical environments such as educational games, MOOCs, and

● Multi‐modal learning environments and sensor analysis

● Providing feedback to teachers, students & other stakeholders generated from EDM methods

● Papers that apply a previously used technique to a new domain, or that reanalyze an existing data

● Bridging EDM and Learning analytics

● Bridging learning sciences, learning theory and EDM

● Monitoring and mining results of automated feedback and grading

● Monitoring and mining results of learning resources usage logs

● Best practices for adapting the state of the art data mining, information retrieval, recommender

systems and social network analysis approaches to the educational domain

● Data mining in social and collaborative learning

● Generic frameworks, techniques, research methods and approaches for EDM

SUBMISSION TYPES

New! JEDM Journal Track Papers: Submit your best work to the Journal of EDM (submission is open

already), get it accepted before April 20th, 2015 and have your work presented at EDM 2015. See

further details at http://educationaldatamining.org/EDM2015/index.php?page=jedm

Full Papers: 6‐8 pages. Should describe original, substantive, mature and unpublished work.

Short Papers: 4 pages. Should describe original, unpublished work. This includes early stage, less

Industry Papers: 4‐6 pages. Industry papers should describe innovative ways in which data drives system

features or processes in a commercial setting.

Doctoral Consortium: 3 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. Should be

Posters: 2 pages. Posters can be used both to describe original and unpublished work in progress, as well

Demos: 2 pages. Demos should describe educational data mining tools and systems, or educational

systems that use EDM techniques, which are to be interactively presented at the conference.

All accepted papers will be published in the open‐access proceeding of the conference. A selection of

accepted papers for the conference will be invited to extend their submission (providing a significant

contribution beyond the conference paper) for a special issue in the Journal of Educational Data Mining.

IMPORTANT DATES (There will be no extensions)

Workshop and Tutorial proposal submissions 12 January 2015

Notification of acceptance (Workshops and Tutorials) 26 January 2015

Abstract for Full/Short paper submissions 2 February 2015

Full and Short paper submissions 9 February 2015

Doctoral Consortium submissions 19 February 2015

Notification of acceptance (Full/Short/Doctoral consortium) 2 April 2015

Poster /Demo / Workshop submissions 5 April 2015

Notification of acceptance (Posters / Demos / Workshops) 19 April 2015

Camera ready versions 26 April 2015

Conference days 26‐30 June 2015

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