• DocumentCode
    2828829
  • Title

    Toward Integrating the Pedagogical Dimension in Automatic Learner Modeling within E-learning Systems

  • Author

    Khribi, Mohamed Koutheaïr ; Jemni, Mohamed ; Nasraoui, Olfa

  • Author_Institution
    Technol. of Inf. & Commun. Lab., Univ. of Tunis, Tunis, Tunisia
  • fYear
    2009
  • fDate
    15-17 July 2009
  • Firstpage
    642
  • Lastpage
    644
  • Abstract
    In order to automatically provide the most appropriate learning objects to e-learners, a special interest should be given to the process of building the learnerspsila models. First, we need to identify which relevant information to include in the learnerpsilas model, while taking into account various pedagogical considerations, and second how to accurately infer the learnerspsila preferences and characteristics from their online behavior and activities. This paper presents a preliminary study of the possibility of integrating educational preferences in the learnerpsilas model and detecting them automatically within e-learning systems.
  • Keywords
    computer aided instruction; automatic learner modeling; e-learning systems; educational preferences; learning objects; online activities; online behavior; pedagogical dimension; Appropriate technology; Bayesian methods; Collaboration; Demography; Electronic learning; Hidden Markov models; Knowledge engineering; Object detection; Phase detection; Web mining; LOM; Learner modeling; clustering; learning style;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2009. ICALT 2009. Ninth IEEE International Conference on
  • Conference_Location
    Riga
  • Print_ISBN
    978-0-7695-3711-5
  • Electronic_ISBN
    978-0-7695-3711-5
  • Type

    conf

  • DOI
    10.1109/ICALT.2009.112
  • Filename
    5194325