DocumentCode :
3403195
Title :
Educational data mining for grouping students in e-learning system
Author :
Krpan, Divna ; Stankov, Slavomir
Author_Institution :
Fac. of Sci., Univ. of Split, Split, Croatia
fYear :
2012
fDate :
25-28 June 2012
Firstpage :
207
Lastpage :
212
Abstract :
The popularity and the use of e-learning systems increased through last decades. Students produce a lot of data through their interactions with the system, which is often not exploited. Since there is a vast amount of such data, data mining techniques were used as the appropriate solution. In this paper we show practical experience with specific e-learning system and applied data mining technique for the analysis which served as a tool for grouping students with similar characteristics.
Keywords :
computer aided instruction; data mining; user interfaces; e-learning systems; educational data mining technique; group modeling; learning management system; student grouping; educational data mining; group modeling; learning management system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology Interfaces (ITI), Proceedings of the ITI 2012 34th International Conference on
Conference_Location :
Cavtat, Dubrovnik
ISSN :
1334-2762
Print_ISBN :
978-1-4673-1629-3
Type :
conf
DOI :
10.2498/iti.2012.0470
Filename :
6308006
Link To Document :
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