• DocumentCode
    2220624
  • Title

    A framework for interactive pattern based adaptive recommender agent using concept map for personalized e-learning: IPBARA

  • Author

    Bhattacharya, S. ; Chakraborty, A. ; Basu, P. ; Roy, S.

  • Author_Institution
    Comput. Sci. & Eng. Dept, Techno Coll. of Technol., Kolkata, India
  • fYear
    2012
  • fDate
    3-5 Jan. 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper addresses the issue of providing personalized user interface to e-learner under web based e-learning environment. A frame work, based on concept map trees, is proposed that intelligently tracks the learning pattern of an e-learner and helps the learner to attain his learning objective through the recommender agent. The system is expected to take certain period of adaptive training session to identify the various learning patterns prevailing in a web-based e-Learning environment.
  • Keywords
    Internet; computer aided instruction; multi-agent systems; recommender systems; user interfaces; IPBARA; Web based e-learning environment; adaptive training session; concept map; concept map trees; e-learner; interactive pattern based adaptive recommender agent; personalized e-learning; personalized user interface; Electronic learning; Least squares approximation; Materials; Navigation; Pattern recognition; Servers; Adaptive; Interactive Pattern; Personalized e-learning; Recommender Agent; concept map;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Technology Enhanced Education (ICTEE), 2012 IEEE International Conference on
  • Conference_Location
    Kerala
  • Print_ISBN
    978-1-4577-0725-4
  • Type

    conf

  • DOI
    10.1109/ICTEE.2012.6208601
  • Filename
    6208601