• DocumentCode
    2189282
  • Title

    Fuzzy student model in InterMediActor platform

  • Author

    Kavcic, Aleksandar

  • Author_Institution
    Fac. of Comput. & Inf. Sci., Ljubljana Univ.
  • fYear
    2004
  • fDate
    7-10 June 2004
  • Firstpage
    297
  • Abstract
    The paper deals with personalization of navigation in the educational content, introduced in a competence-based instructional design system InterMediActor. The system constructs an individualized navigation graph for each student and thus suggests the learning objectives the student is most prepared to attain. The navigation tools rely on the graph of dependencies between competences, and the student model. We use fuzzy set theory for dealing with uncertainty in the assessment of students: the marks of assessment tests are transformed into linguistic terms, which are assigned to linguistic variables. Fuzzy IF-THEN rules are applied to obtain the appropriate categories of competences in the navigation graph
  • Keywords
    data flow graphs; fuzzy reasoning; fuzzy set theory; intelligent tutoring systems; user modelling; InterMediActor platform; competence-based instructional design; educational systems; fuzzy inference; fuzzy set theory; fuzzy student model; linguistic variables; personalized navigation; user model; Distance learning; Education; Fuzzy set theory; Fuzzy systems; Information science; Intelligent systems; Navigation; Predictive models; Signal processing; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces, 2004. 26th International Conference on
  • Conference_Location
    Cavtat
  • Print_ISBN
    953-96769-9-1
  • Type

    conf

  • Filename
    1372420