Data Mining in Education and Training


The International Data Mining Society

Project LISTEN. A Reading Tutor that Listens

KEEL project



Yacef, K., Zaïane, O., Hershkovitz, H., Yudelson, M., and Stamper, J. (eds.) Proceedings of the 5th International Conference on Educational Data Mining

Vidal-Castro C., Sicilia M, Prieto M., Representing instructional design methods using ontologies and rules

Sujith M. Gowda, Zachary Pardos, Ryan S.J.d. Baker, Content learning analysis using the moment-by-moment learning detector


Sajadin Sembiring, M. Zarlis, Dedy Hartama, Ramliana S, Elvi Wani, Prediction of student academic performance by an application of data mining techniques

Dr. Varun Kumar, Anupama Chadha, An Empirical Study of the Applications of Data Mining Techniques in Higher Education


Cristobal Romero, Sebastian Ventura, Educational Data Mining: a Review of the State of the Art

S.Prakasam, Prof.Dr.R.M.Suresh, An agent -based Intelligent System to enhance E-Learning through Mining Techniques

Ryan S.J.d. Baker, Adriana M.J.A. de Carvalho, Labeling Student Behavior. Faster and More Precisely with Text Replays

Baepler P. and James Murdoch C. Academic Analytics and Data Mining in Higher Education



Bresfelean, Vasile Paul, Data Mining Applications in Higher Education and Academic Intelligence Management


Cristobal Romero, Sebastian Ventura, Enrique Garcıa, Data mining in course management systems: Moodle case study and tutorial

Félix Castro, Alfredo Vellido, Āngela Nebot, and Francisco Mugica, Applying Data Mining Techniques to e-Learning. Problems


J. Mostow and J. Beck, Some useful tactics to modify, map and mine data from intelligent tutors

C. Romero, S. Ventura, Educational data mining: A survey from 1995 to 2005

Carole R. Beal, Lei Qu, & Hyokyeong Lee. Classifying Learner Engagement Through Integration of Multiple Data Sources


Mostow J. and al., An Educational data mining tool to browse tutor-student interactions

Jack Mostow, Joseph Beck, Hao Cen, Andrew Cuneo, Evandro Gouvea, and Cecily Heiner, An Educational Data Mining Tool to Browse Tutor-Student Interactions: Time Will Tell!


Romero C., Ventura S., Pra C., Knowledge Discovery with Genetic Programming for providing feedback to courseware author

C. Romero, S. Ventura and P. De Bra, Knowledge Discovery with Genetic Programming for Providing Feedback to Courseware Authors

Data Mining Technology for the Evaluation of Learning Content Interaction


Karthik Nilakant, Applications of Data Mining in Constraint-Based Intelligent Tutoring Systems


Before 2002 or not specified

Baker Ryan S.J.d., Mining Data for Students Model

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