• DocumentCode
    2008268
  • Title

    A User Modeling Approach to Web Based Adaptive Educational Hypermedia Systems

  • Author

    Colak, Ilhami ; Sagiroglu, Seref ; Kahraman, H. Tolga

  • fYear
    2008
  • fDate
    11-13 Dec. 2008
  • Firstpage
    694
  • Lastpage
    699
  • Abstract
    In this paper, a new user modeling approach has been developed to determine the knowledge status of user in Adaptive Educational Hypermedia System (AEHS). The approach is based on forming the domain model and determining relations among elements of that model to decide the knowledge status of user from domain model independently. The proposed method provides flexibility to individual learning or studying steps. In comparison to the literature, the proposed approach enables quick and powerful adaptation for matching instructional needs of users. The difficulties faced in developing such a system are purifying the gathered data, obtaining and evaluating useful data and providing a powerful adaptation effect in a short time.
  • Keywords
    Internet; computer aided instruction; hypermedia; user modelling; AEHS; Web based adaptive educational hypermedia system; user instruction matching; user knowledge status; user modeling approach; Adaptation model; Adaptive systems; Classification algorithms; Computer science education; Knowledge engineering; Machine learning; Navigation; Niobium; Power system modeling; Systems engineering education; AEHS; Adaptive Educational Hypermedia Systems; User Modeling Approach;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Applications, 2008. ICMLA '08. Seventh International Conference on
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    978-0-7695-3495-4
  • Type

    conf

  • DOI
    10.1109/ICMLA.2008.66
  • Filename
    4725051