Detecting Disengagement of Online Students through Log Files Analysis

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F14%3A10287120" target="_blank" >RIV/00216208:11320/14:10287120 - isvavai.cz</a>
Alternative codes found
RIV/00216208:11140/14:10287120
Result on the web
<a href="http://conference.pixel-online.net/FOE/prevedition.php?id_edition=6&mat=CPR" target="_blank" >http://conference.pixel-online.net/FOE/prevedition.php?id_edition=6&mat=CPR</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Detecting Disengagement of Online Students through Log Files Analysis
Original language description
To achieve effective learning, motivational aspects like engagement play a very important role. Within online learning applications the disengagement detection and prediction based on real data (not always in real time) is becoming more and more popularamong educational specialists. Many Elearning systems, and virtual or remote learning environments, could be improved by tracking students' disengagement that, in turn, would allow personalized interventions at appropriate times in order to re-engage students. The present article describes the results of a medium-scale (N = 56) study, using log files from Open Remote Laboratory at Charles University in Prague, Faculty of Mathematics and Physics, to observe secondary school students' behaviour during their work in virtual environment. Simple data mining and text mining techniques were used to reveal individual user's behavioural patterns and to detect disengagement. The results will be used mainly to improve the systems' adaptability to
Czech name
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Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
International conference The future of Education Edition 4
ISBN
978-88-6292-499-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
137-141
Publisher name
Libreriauniversitaria.it
Place of publication
Florence, Italy
Event location
Florence Italy
Event date
Jun 12, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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