• DocumentCode
    3140537
  • Title

    Cognitive Trait Model and Divergent Associative Learning

  • Author

    Lin, Taiyu ; Kinshuk ; Graf, Sabine

  • Author_Institution
    Massey Univ., Palmerston North
  • fYear
    2007
  • fDate
    18-20 July 2007
  • Firstpage
    325
  • Lastpage
    327
  • Abstract
    Cognitive trait model (CTM) is a student model that aims to create profiles of learners´ cognitive traits. Divergent associative learning (DAL) denotes the characteristic of learning that develops links between new and existing concepts. Relationships of DAL to divergent thinking and associative learning are examined in this paper. Manifestations of DAL are extracted from literature and used in CTM to create approximations of learners´ DAL. A Web-based tool called Web-DAL was developed to measure DAL psychometrically in an empirical study. In this study, the comparison of the approximations of DAL and the psychometric data shows a promising sign of using the proposed CTM to profile learners´ DAL.
  • Keywords
    Internet; computer aided instruction; Web-based tool; cognitive trait model; divergent associative learning; literature extraction; psychometric data; Data mining; Detectors; History; Learning systems; Neural networks; Problem-solving; Production; Psychology;
  • 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.2007.95
  • Filename
    4281023