• DocumentCode
    1602834
  • Title

    A practical student model for a location-aware and context-sensitive Personalized Adaptive Learning System

  • Author

    Yang, Guangbing ; Kinshuk ; Graf, Sabine

  • Author_Institution
    Sch. of Comput. & Inf., Athabasca Univ., Athabasca, AB, Canada
  • fYear
    2010
  • Firstpage
    130
  • Lastpage
    133
  • Abstract
    Student model is an essential component in any adaptive learning environment. Various student modelling approaches have been suggested in the literature that focus on learners´ competencies, preferences and other personal attributes. However, there is a lack of a comprehensive student model that combines various aspects of student modelling while also considering the aspects of location and context awareness that are important for emerging ubiquitous learning environments. This paper proposes one such student model in the context of a personalized adaptive learning system, namely Personalized Adaptive Learning Dashboard (PALD), a compound student model bringing together various features of the overlay, fault, and stereotype models to provide a generic approach to modeling student with specific domain related knowledge.
  • Keywords
    computer aided instruction; mobile computing; adaptive learning system; context awareness; domain related knowledge; location awareness; personalized adaptive learning dashboard; practical student model; ubiquitous learning environments; Adaptation model; Adaptive systems; Content management; Context awareness; Context modeling; Environmental management; Knowledge management; Learning systems; Least squares approximation; Problem-solving; adaptation; knowledge; personalization; student model; student modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Technology for Education (T4E), 2010 International Conference on
  • Conference_Location
    Mumbai
  • Print_ISBN
    978-1-4244-7362-5
  • Electronic_ISBN
    978-1-4244-7361-8
  • Type

    conf

  • DOI
    10.1109/T4E.2010.5550048
  • Filename
    5550048