• 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