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
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;
Conference_Titel :
Web Information Systems and Mining (WISM), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8438-6
DOI :
10.1109/WISM.2010.138