• DocumentCode
    2242949
  • Title

    Automatic Generation of Metadata for Learning Objects

  • Author

    Saini, Paramjeet Singh ; Ronchetti, Marco ; Sona, Diego

  • Author_Institution
    Dept of Inf. & Commun. Technol., Trento Univ.
  • fYear
    2006
  • fDate
    5-7 July 2006
  • Firstpage
    275
  • Lastpage
    279
  • Abstract
    Proper reuse of learning objects depends both on the amount and quality of attached semantic metadata such as "learning objective\´", "related concept", etc. Manually expressing such metadata is a time consuming and expensive task. Here we present an approach based on a probabilistic model, which through the automatic classification of learning resources on a given taxonomic organization of the knowledge, allows to associate ontological metadata to the learning resources
  • Keywords
    computer aided instruction; meta data; ontologies (artificial intelligence); associate ontological metadata; knowledge taxonomic organization; learning objects; learning resource automatic classification; metadata automatic generation; probabilistic model; semantic metadata; Communications technology; Electronic learning; Humans; Information retrieval; Least squares approximation; Ontologies; Taxonomy; Training data; Visualization; Web pages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2006. Sixth International Conference on
  • Conference_Location
    Kerkrade
  • Print_ISBN
    0-7695-2632-2
  • Type

    conf

  • DOI
    10.1109/ICALT.2006.1652423
  • Filename
    1652423