• DocumentCode
    2908288
  • Title

    Learning Style recognition: A three Layers Fuzzy Cognitive Map Schema

  • Author

    Georgiou, Dimitros A. ; Botsios, Sotirios D.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    2202
  • Lastpage
    2207
  • Abstract
    In adaptive educational hypermedia systems, among other parameters, the userpsilas learning style plays a crucial role in effective on-line asynchronous learning. Cognitive psychology provides tools, such as questionnaires, that can monitor userpsilas learning style. In this paper we introduce an adjustable tool for learning style recognition. It is built upon a well known and generally accepted learning style inventory and applies a three layer fuzzy cognitive map schema, which allows experts of cognitive psychology or experienced educators to tune up the systempsilas parameters to adjust the accuracy of the learning style recognition.
  • Keywords
    educational administrative data processing; fuzzy set theory; hypermedia; adaptive educational hypermedia systems; cognitive psychology; learning style recognition; online asynchronous learning; three layers fuzzy cognitive map schema; Fuzzy cognitive maps; Fuzzy systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630675
  • Filename
    4630675