• DocumentCode
    2430160
  • Title

    Enhanced test evaluation for web based adaptive learning paths

  • Author

    Szentes, Daniel ; Bargel, Bela-Andreas ; Streicher, Alexander ; Roller, Wolfgang

  • Author_Institution
    Dept. of Interoperability & Assistance Syst., Fraunhofer Inst. of Optronics, Syst. Technol. & Image Exploitation IOSB, Karlsruhe, Germany
  • fYear
    2011
  • fDate
    19-21 Oct. 2011
  • Firstpage
    352
  • Lastpage
    356
  • Abstract
    In our work we describe an approach for the automatic evaluation of student test results by a web based e-learning application, which considers more criteria than the obvious correctness. This evaluation is focused on the use in adaptive learning paths, meaning that the student´s learning path is adapted based on the test results. We describe a concept which integrates the evaluation of more criteria than correctness and how an implementation of such adaptive learning paths could look like in a web based e-learning environment. Our work shows a working prototype which uses the enhanced criteria speed and certainty based upon an evaluation with fuzzy logic algorithms. Finally we present some first results about the acceptance of web based adaptive learning paths.
  • Keywords
    computer aided instruction; fuzzy logic; Web based adaptive learning paths; e-learning application; fuzzy logic algorithms; test evaluation enhancement; Adaptation models; Adaptive systems; Educational institutions; Electronic learning; Fuzzy logic; Prototypes; Web services; Adaptive e-learning; adaptive learning paths; fuzzy logic; test evaluation; web based application;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Next Generation Web Services Practices (NWeSP), 2011 7th International Conference on
  • Conference_Location
    Salamanca
  • Print_ISBN
    978-1-4577-1125-1
  • Type

    conf

  • DOI
    10.1109/NWeSP.2011.6088204
  • Filename
    6088204