• DocumentCode
    2089528
  • Title

    Personalized Content Delivery by Usage of Concept Maps and Naïve Bayes Classifier

  • Author

    Burdescu, Dumitru Dan ; Mihaescu, Marian Cristian ; Logofatu, Bogdan

  • Author_Institution
    Dept. of Software Eng., Craiova Univ., Craiova
  • fYear
    2008
  • fDate
    1-5 July 2008
  • Firstpage
    696
  • Lastpage
    697
  • Abstract
    This paper presents a personalized delivery system aimed at directing the learner to the next resources that need to be accessed in order to obtain best proficiency. The analysis is performed at chapter level. A concept map is has been created for a chapter and than concepts were classified using Naive Bayes classifier. The system recommends concepts that need further study which mean either resource access and study or more self-testing.
  • Keywords
    Bayes methods; computer aided instruction; Naive Bayes classifier; concept maps; personalized content delivery; resource access; Built-in self-test; Classification algorithms; Displays; Electronic learning; Encoding; Humans; Joining processes; Least squares approximation; Performance analysis; Software engineering; concept mapping; naive Bayes classifier; personalized content delivery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2008. ICALT '08. Eighth IEEE International Conference on
  • Conference_Location
    Santander, Cantabria
  • Print_ISBN
    978-0-7695-3167-0
  • Type

    conf

  • DOI
    10.1109/ICALT.2008.25
  • Filename
    4561808
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2089528