Educational data mining in virtual learning environments

@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.