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EDM 2011 : The 4th International Conference on Educational Data Mining

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Conference Series : Educational Data Mining
 
Link: http://educationaldatamining.org/EDM2011
 
When Jul 6, 2011 - Jul 8, 2011
Where Eindhoven, Netherlands
Submission Deadline Mar 28, 2011
Notification Due May 15, 2011
Final Version Due Jun 5, 2011
Categories    data mining   education
 

Call For Papers

The 4th International Conference on Educational Data Mining (EDM 2011) brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large datasets to answer educational research questions.

Recently, the increase in dissemination of interactive learning environments, learning management systems, intelligent tutoring systems, and nal hypermedia systems has allowed the collection of huge amounts of data. The increase in instrumented educational software, as well as state databases of student test scores, has also created large repositories of data reflecting how students learn.

A popular and effective way of discovering new knowledge from large and complex data sets is data mining.

The EDM conference focuses on computational approaches for using those data to address important educational questions. The broad collection of research disciplines ensures cross fertilization of ideas, with the central questions of educational research serving as a unifying focus.
TOPICS OF INTEREST

* Generic frameworks, methods and approached for EDM
* Learner or student modeling
* Mining assessment data
* Mining browsing or interaction data
* Mining the results of educational research (e.g. A/B tests)
* Educational process mining
* Data-driven adaptation and personalization
* Improving educational software
* Evaluating teaching interventions
* Emotion, affect, and choice
* Integrating data mining and pedagogical theory
* Improving teacher support
* Replication studies
* Best practices for adaptation of data mining, information retrieval, recommender system, opinion mining, and question answering techniques to educational context

IMPORTANT DATES
March 28, 2011 Abstract submissions due
April 5, 2011 Full and Short Papers submission due
May 10, 2011 Poster and demo submissions due
May 15, 2011 Notification of acceptance
June 5, 2011 Final papers due
July 6-8, 2011 Conference days

Related Resources

EDM 2018   The 11th International Conference on Educational Data Mining – EDM 2018 Preliminary Call for Papers
ECML-PKDD 2018   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
AusDM 2018   Australasian Data Mining Conference
EJEAP - 2 2018   The European Journal of Education and Applied Psychology
ICMLB 2018   International Conference on Machine Learning and Big Data 2018
ESR - 1-2 2018   The European Science Review 1-2/2018
ICDM 2018   IEEE International Conference on Data Mining
MLAIJ 2018   Machine Learning and Applications: An International Journal
ICDIM 2018   Thirteenth International Conference on Digital Information Management (ICDIM 2018)
TIST Special Issue 2018   ACM TIST Special Issue on Advances in Causal Discovery and Inference