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