DocumentCode :
1873415
Title :
The design and implementation of user behavior mining in E-learning system
Author :
Bo Han ; Xing-Wei Hao ; Chao-Feng Liu
Author_Institution :
School of Computer Science and Technology, Shandong University, Jinan, China
fYear :
2012
fDate :
3-5 March 2012
Firstpage :
2078
Lastpage :
2081
Abstract :
For the current E-learning system´s deficiencies appeared in the realization of personalized learning, and combined with the basic process and key technology of Web mining, this paper presents a E-learning system model based on user behavior mining. In the learning process, learning behavior of users can be invisibly obtained by using web browser plug-in technology, to get learners´ feature information, such as learning target, style, preference. Then, user interest model can be established, and E-learning system personalization can be achieved better.
Keywords :
E-learning; Web mining; access behavior; browser plug-in;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Automatic Control and Artificial Intelligence (ACAI 2012), International Conference on
Conference_Location :
Xiamen
Electronic_ISBN :
978-1-84919-537-9
Type :
conf
DOI :
10.1049/cp.2012.1407
Filename :
6493014
Link To Document :
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