• 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