• DocumentCode
    615234
  • Title

    Research on adaptive e-Learning system using technology of learning navigation

  • Author

    Meijing Guan ; Jixuan Jia ; Yubing Yang ; Yu Hua ; Qingzhang Chen

  • Author_Institution
    Coll. of Inf. Eng., Ningbo Dahongying Univ., Ningbo, China
  • fYear
    2013
  • fDate
    26-28 April 2013
  • Firstpage
    24
  • Lastpage
    29
  • Abstract
    E-Learning system, as a great product of modern information technology, is an important way to implement education modernization. Many e-Learning systems have been developed in recent years. However, most of them are unable to organize and present education materials flexibly according to individual learner´s knowledge basis and learning ability. Based on detailed research of the deficiencies in current systems´ adaptability a new adaptive algorithm for adaptive e-Learning systems is designed and implemented, which is based on algorithm of the ´Bayesian Network´. This paper introduces the designs of adaptive e-Learning system´s prototype, adaptability diagnosing strategy and adaptive learning path strategy, designs of system functional models, business flow and data flow.
  • Keywords
    belief networks; computer aided instruction; Bayesian network; adaptability diagnosing strategy; adaptive algorithm; adaptive e-learning system prototype; adaptive learning path strategy; business flow; data flow; education modernization; information technology; learning navigation technology; system functional model; Computers; Electronic learning; XML; Adaptability; Bayesian Network; Learning Navigation; e-Learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2013 8th International Conference on
  • Conference_Location
    Colombo
  • Print_ISBN
    978-1-4673-4464-7
  • Type

    conf

  • DOI
    10.1109/ICCSE.2013.6553877
  • Filename
    6553877