• DocumentCode
    3080084
  • Title

    Towards a Domain-Independent ITS Middleware Architecture

  • Author

    Gross, S. ; Mokbel, Bassam ; Hammer, Barbara ; Pinkwart, N.

  • Author_Institution
    Dept. of Inf., Clausthal Univ. of Technol., Clausthal-Zellerfeld, Germany
  • fYear
    2013
  • fDate
    15-18 July 2013
  • Firstpage
    408
  • Lastpage
    409
  • Abstract
    Building an Intelligent Tutoring System (ITS) from scratch usually requires technological skills, expertise about the domain and tasks, and pedagogical knowledge. We propose a middleware which facilitates the construction of intelligently supported learning systems independently from the underlying (formalized) domain knowledge using typical re-usable components of ITSs, exchangeable plug-ins, and machine learning techniques running in Matlab. We proved our concept using a web-based programming environment as an example of an user interface component interacting with our ITS middleware.
  • Keywords
    intelligent tutoring systems; learning (artificial intelligence); middleware; user interfaces; ITS; Matlab; Web-based programming environment; domain knowledge; domain-independent ITS middleware architecture; intelligent tutoring system; machine learning technique; pedagogical knowledge; user interface component; Computer architecture; Educational institutions; Electronic learning; Java; MATLAB; Middleware; intelligent tutoring system architecture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies (ICALT), 2013 IEEE 13th International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/ICALT.2013.124
  • Filename
    6601966