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@article{10867, author = {Lustigová, Zdena and Brom, Pavel}, article_number = {10}, keywords = {datamining; educational research; log files analysis; remote and virtual laboratories}, language = {eng}, issn = {1863-0383}, journal = {International Journal of Emerging Technologies in Learning (iJET)}, title = {Educational data mining in virtual learning environments}, volume = {2014}, year = {2014} }
TY - JOUR ID - 10867 AU - Lustigová, Zdena - Brom, Pavel PY - 2014 TI - Educational data mining in virtual learning environments JF - International Journal of Emerging Technologies in Learning (iJET) VL - 2014 IS - 10 SN - 18630383 KW - datamining KW - educational research KW - log files analysis KW - remote and virtual laboratories N2 - 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. ER -
LUSTIGOVÁ, Zdena a Pavel BROM. Educational data mining in virtual learning environments. \textit{International Journal of Emerging Technologies in Learning (iJET)}. 2014, roč.~2014, č.~10, 5 s. ISSN~1863-0383.
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