• DocumentCode
    2063098
  • Title

    A Multicriteria Bayesian Intelligent Tutoring System MBITS

  • Author

    Yamna, Ettarres ; Mellouli, Khaled ; Wuillemin, Pierre-Henri

  • Author_Institution
    Lab. Larodec, Le Bardo, Tunisia
  • fYear
    2010
  • fDate
    Nov. 29 2010-Dec. 1 2010
  • Firstpage
    714
  • Lastpage
    719
  • Abstract
    An Intelligent Tutoring Systems (ITS) is concerned with the construction of intelligent softwares helping students overcoming different problems in their learning process. We present in this work a novel Multicriteria Bayesian Intelligent Tutoring System MBITS used to help students overcoming their their lack of comprehension of concepts in a course. It is based on a Bayesian Network (BN) to model a course and a multicriteria approach to evaluate different solution and information gathering actions using the same set of criteria. MBITS is an automated troubleshooter presented as an interactive and easy to use Web application.
  • Keywords
    Bayes methods; Internet; educational courses; intelligent tutoring systems; interactive systems; MBITS; Web application; automated troubleshooter; intelligent softwares; learning process; multicriteria Bayesian intelligent tutoring system; Bayesian Network; Intelligent Tutoring System; Multicriteria Bayesian Intelligent Tutoring System; Multicriteria Decision Aid;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
  • Conference_Location
    Cairo
  • Print_ISBN
    978-1-4244-8134-7
  • Type

    conf

  • DOI
    10.1109/ISDA.2010.5687181
  • Filename
    5687181