DocumentCode
3499337
Title
The Research of the Grouping Algorithm for Chinese Learners Based on Transitive Closure
Author
Luktarhan, Nurbol ; Xie, Nannan ; Li, Xiang ; Liu, Wei ; Zhao, Kuo ; Hu, Liang
Author_Institution
Comput. Sci. & Technol. Coll., Jilin Univ., Changchun, China
Volume
1
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
161
Lastpage
164
Abstract
In personalized education theory, each learner has different behavioral characteristics. From this perspective, the biggest shortcoming of the Chinese learning website is that it couldn´t reflect the individuality. Although some websites have classification of Chinese learners, most of them are based on the initial registration information. This paper proposes a grouping algorithm for Chinese learners based on transitive closure. The algorithm analyzes the user´s browsing behavior, we propose quantify the user´s access interest using web log, and use transitive closure clustering. We hope this method can provide a new idea for personalized in Chinese teaching.
Keywords
Web sites; computer aided instruction; pattern clustering; teaching; Chinese learning Web site; Chinese teaching; Web log; behavioral characteristics; e-learning; grouping algorithm; personalized education theory; transitive closure clustering; user browsing behavior analysis; E-learning; learner model; transitive closure clustering; user clustering;
fLanguage
English
Publisher
ieee
Conference_Titel
Web Information Systems and Mining (WISM), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8438-6
Type
conf
DOI
10.1109/WISM.2010.138
Filename
5662304
Link To Document