articleTop 1% cited
Educational data mining: A survey and a data mining-based analysis of recent works
Expert Systems with Applications · 2013 · Vol. 41(4) · pp. 1432–1462
Alejandro Peña‐Ayala✉(Instituto Politécnico Nacional)
Online Learning and AnalyticsEducational Technology and AssessmentMachine Learning and Data ClassificationComputer scienceEducational data miningData scienceCluster analysisRaw dataData miningSet (abstract data type)Snapshot (computer storage)Base (topology)Data analysis
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References
Educational data mining: A survey from 1995 to 2005
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Canonical Correlation Analysis: An Overview with Application to Learning Methods
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Data mining techniques and applications – A decade review from 2000 to 2011
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Mining LMS data to develop an “early warning system” for educators: A proof of concept
Computers & Education · 2009 · 989 citations
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