• DocumentCode
    3142684
  • Title

    The Design of e-Learning Environment Oriented for Personalized Adaptability

  • Author

    Ninomiya, Toshie ; Nakayama, Ken ; Shimizu, Miyuki ; Anma, Fumihiko ; Okamoto, Toshio

  • Author_Institution
    Univ. of Electo-Commun., Tokyo
  • fYear
    2007
  • fDate
    18-20 July 2007
  • Firstpage
    728
  • Lastpage
    729
  • Abstract
    A design of e-Learning environment is described for personalized adaptability. At first, we explain the whole system of our learning management system, WebClass RAPSODY, which has been developed to stand up to use by whole students in a university In this topic, there are two points, 1) infrastructure construction/maintenance in university, 2) improvement of LMS to use it for official lecture of university. Then, new developing function is explained including unit for learning mode to monitor and analyze learner´s learning status and unit for contents to search and analyze content´s status. After learning a content, this system indicates next suitable content, with data mining of learner´s status and content´s status by genetic algorithm (GA). This function could support learner to sustain e-learning with well- understanding of contents and highly-motivation to learning.
  • Keywords
    data mining; distance learning; educational administrative data processing; genetic algorithms; least mean squares methods; WebClass RAPSODY; data mining; e-learning environment design; genetic algorithm; infrastructure construction; infrastructure maintenance; learner learning status; learning management system; personalized adaptability; Certification; Collaborative work; Content management; Electronic learning; Employee welfare; Identity management systems; Least squares approximation; Monitoring; Registers; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2007. ICALT 2007. Seventh IEEE International Conference on
  • Conference_Location
    Niigata
  • Print_ISBN
    0-7695-2916-X
  • Type

    conf

  • DOI
    10.1109/ICALT.2007.240
  • Filename
    4281141