Detailed Information on Publication Record
2014
Educational data mining in virtual learning environments
LUSTIGOVÁ, Zdena and Pavel BROMBasic 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
Language
English
Type of outcome
Článek v odborném periodiku
Field of Study
50300 5.3 Education
Country of publisher
Austria
Confidentiality degree
není předmětem státního či obchodního tajemství
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
Změněno: 27/2/2014 10:34, doc. RNDr. Zdena Lustigová, CSc.
Abstract
V originále
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.