• DocumentCode
    387543
  • Title

    The design and implementation of personalized learning navigation system

  • Author

    Qu, Hong-Ting ; Shen, Rui-Min

  • Author_Institution
    Distance Learning Center, Shanghai Jiaotong Univ., China
  • Volume
    3
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    1310
  • Abstract
    The paper introduces an adaptive mechanism to the Distance Learning System (DLS). The personalized learning navigation system (PLNS) provides different learning resources according to the different characters of the online studier. The basis of the system is to analyze and mine the current user´s personalized data to get his knowledge framework. According to the whole knowledge space making the complementary action to the user knowledge framework and providing the deserved learning resources to the user is the realization strategy of the system.
  • Keywords
    computer aided instruction; data mining; distance learning; distance learning system; knowledge space; learning resources; online studier; personalized learning navigation system; user knowledge; Association rules; Computer aided instruction; Data analysis; Data mining; Databases; Educational institutions; Libraries; Navigation; Neurons; XML;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
  • Print_ISBN
    0-7803-7508-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2002.1167416
  • Filename
    1167416