Educational Data Mining Publications

Publications in Educational Data Mining

Explore the most influential research papers and scholarly works that have shaped Educational Data Mining. Use the concept filter below to focus on a specific sub-area of research.

Educational Data Mining

Publications

232K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Educational data mining: A survey from 1995 to 2005 Cristóbal Romero, Sebastián Ventura Expert Systems with Applications EngineeringData ScienceData MiningEducational InformaticsEducational Data Mining	2006	1.5K
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems EngineeringEducationStudent OutcomeHuman FactorData Science	2021	1.2K
Learning analytics: drivers, developments and challenges Rebecca Ferguson International Journal of Technology Enhanced Learning Learning Management SystemData ScienceBusiness IntelligenceLearning SciencesEducational Dashboards	2012	1.2K
Learning Analytics George Siemens American Behavioral Scientist E-learningAnalytics CapabilitiesAnalytics ProjectsEducational DashboardsLearner Profiling	2013	1K
Mining LMS data to develop an “early warning system” for educators: A proof of concept Leah P. Macfadyen, Shane Dawson Computers & Education EngineeringData ScienceData MiningLms DataEducational Data Mining	2009	981
Learning analytics and educational data mining George Siemens, Ryan S. Baker EngineeringData ScienceData MiningLearning SciencesEducational Informatics	2012	926
Let’s not forget: Learning analytics are about learning Dragan Gašević, Shane Dawson, George Siemens TechTrends Learning SciencesLearning TheoryEducational Data MiningEducationLearning Analytics	2014	897
Learning Analytics Sharon Slade, Paul Prinsloo American Behavioral Scientist E-learningTeachingStudent LearningPedagogyLearning Psychology	2013	869
Classifying K-12 Blended Learning. Heather Staker, Michael B. Horn EngineeringMachine LearningData ScienceEducational Data MiningEducation	2012	804
Data mining in education Cristóbal Romero, Sebastián Ventura Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery Mining ProblemEngineeringBusiness IntelligenceEducational InformaticsEducation	2012	773
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang, Xingjian Shi, Irwin King, Artificial IntelligenceIncremental LearningEngineeringMachine LearningEducation	2017	764
Proceedings of the 7th International Conference on Educational Data Mining. John Stamper, Pardos Zach, Manolis Mavrikis, Educational Data Mining EngineeringData ScienceData MiningLearning SciencesEducational Informatics	2014	668

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