• DocumentCode
    2714392
  • Title

    DiscoverNet: adaptive learning environment for designing neural networks

  • Author

    Belkada, Safia ; Cristea, Alexandra I. ; Okamoto, Toshio

  • Author_Institution
    Graduate Sch. of Inf. Syst., Univ. of Electro-Commun., Tokyo, Japan
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    155
  • Lastpage
    156
  • Abstract
    This paper presents the storyboard of a student using our system (DiscoverNet). DiscoverNet provides an adaptive simulation based discovery learning environment to design neural networks. We chose `neural networks´ (NN) as application domain, due to the fact that their study is particularly suitable for an adaptive student level adjusted approach. We embedded in the system also an advice generator module that is responsible for the educational orientation during the design session. The system supports two types of design. student-level design with objects manipulations, and system-level design with predefined architectures that generates a NN model according to the student configuration/parameters specifications
  • Keywords
    computer aided instruction; computer science education; neural nets; DiscoverNet; adaptive learning environment; adaptive student level; discovery learning environment; neural networks; storyboard; Artificial intelligence; Education; Graphical user interfaces; Information systems; Knowledge engineering; Neural networks; Predictive models; Problem-solving; Process design; System-level design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2000. IWALT 2000. Proceedings. International Workshop on
  • Conference_Location
    Palmerston North
  • Print_ISBN
    0-7695-0653-4
  • Type

    conf

  • DOI
    10.1109/IWALT.2000.890595
  • Filename
    890595