Educational data mining: A survey and a data mining-based analysis of recent works

•The work extends prior educational data mining (EDM) reviews and updates its history.•A data mining (DM) profile is set to depict the DM ground that supports EDM works.•An EDM approach profile is set to provide key traits for depicting EDM approaches.•A trait-value pattern is set to depict most of...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 41; no. 4; pp. 1432 - 1462
Main Author:	Peña-Ayala, Alejandro
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier Ltd 01.03.2014 Elsevier
Subjects:	Applied sciences Computer science; control theory; systems Data mining Data mining profile Data processing. List processing. Character string processing Education Educational data mining Educational data mining approach pattern Electric discharge machining Exact sciences and technology Expert systems Firm modelling General aspects Mathematical models Memory organisation. Data processing Occupational training. Personnel. Work management Operational research and scientific management Operational research. Management science Pattern for descriptive and predictive educational data mining approaches Preserves Software Tasks Educational data mining approach pattern Pattern for descriptive and predictive educational data mining approaches Educational data mining Data mining profile Data mining Data analysis Statistical analysis Cluster Modeling Teaching Business model Classification Electronic document management Database Pattern for descriptive and predictive educational data mining approaches Content analysis Firm strategy
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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