• DocumentCode
    647008
  • Title

    Intelligent assessment and content personalisation in adaptive educational systems

  • Author

    McCusker, Kerri A. ; Harkin, Jim ; Wilson, Stuart ; Callaghan, M.

  • Author_Institution
    Sch. of Comput. & Intell. Syst., Univ. of Ulster, Derry, UK
  • fYear
    2013
  • fDate
    10-12 Oct. 2013
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    E-learning is commonplace within many educational institutions often providing a generic learning environment with uniform learning provision. Students have different learning styles, skills and needs which dictate the way in which they learn. Current adaptive educational systems fail to fully address this issue where practical aspects of a discipline are taught e.g. engineering education. Therefore this paper presents a novel adaptive educational system which consists of an intelligent assessment and content personalisation function which extends learning assessment approaches (learning styles and student activity data) beyond traditional adaptive educational systems. This novel adaptive educational system includes game based learning which is facilitated through an integrated virtual world, addressing the significant lack of game based learning in adaptive educational systems. This paper presents a blueprint for future adaptive educational systems which incorporate both assessment and personalisation for integrated virtual learning environments and game based learning with experimental results of learning style adaptation provided.
  • Keywords
    computer aided instruction; computer games; data mining; educational institutions; virtual reality; adaptive educational systems; content personalisation function; e-learning; educational data mining; educational institutions; electronic learning; engineering education; game based learning; generic learning environment; integrated virtual learning environments; integrated virtual world; intelligent assessment function; learning assessment approach; learning needs; learning provision; learning skills; learning style adaptation; student activity data; Adaptive systems; Data mining; Educational institutions; Engineering education; Games; Student activities; Adaptive Educational Systems; Blended Learning; Engineering Education; Game Based Learning; Learning Styles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Based Higher Education and Training (ITHET), 2013 International Conference on
  • Conference_Location
    Antalya
  • Type

    conf

  • DOI
    10.1109/ITHET.2013.6671025
  • Filename
    6671025