LUSTIGOVÁ, Zdena and Pavel BROM. Educational data mining in virtual learning environments. International Journal of Emerging Technologies in Learning (iJET). 2014, vol. 2014, No 10, 5 pp. ISSN 1863-0383.
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Basic information
Original name Educational data mining in virtual learning environments
Authors LUSTIGOVÁ, Zdena and Pavel BROM.
Edition International Journal of Emerging Technologies in Learning (iJET), 2014, 1863-0383.
Other information
Original language English
Type of outcome Article in a journal
Field of Study 50300 5.3 Education
Country of publisher Austria
Confidentiality degree is not subject to a state or trade secret
Organization unit University College Prague – University of International Relations and Institute of Hospitality Management and Economics, Ltd.
Keywords in English datamining; educational research; log files analysis; remote and virtual laboratories
Tags International impact, Reviewed
Changed by Changed by: doc. RNDr. Zdena Lustigová, CSc., učo 12440. Changed: 27/2/2014 10:34.
Abstract
The present article describes the results of a medium-scale (N = 77) study, using log files from open remote laboratory at Charles University in Prague, Faculty of Mathematics and Physics, to observe students’ behavior during their work in virtual environment. Simple data mining and text mining techniques were used to reveal individual user’s behavioral patterns, to detect disengagement, and to compare learning outcomes and student preferences.
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