• DocumentCode
    615286
  • Title

    Enrichment of semantic knowledge bases - An application to the automatic enrichment of learning tool descriptions

  • Author

    Anido Rifon, Luis ; Roris, Victor M. Alonso ; Canas Rodriguez, Agustin ; Gago, Juan M. Santos ; Iglesias, Manuel J. Fernandez

  • Author_Institution
    Dept. Enxeneria Telematica, Univ. of Vigo, Vigo, Spain
  • fYear
    2013
  • fDate
    26-28 April 2013
  • Firstpage
    304
  • Lastpage
    309
  • Abstract
    We discuss the first outcomes of a research project targeted to the automatic enrichment of RDF/OWL-coded knowledge bases. More specifically, we discuss the enrichment of learning tool descriptions in a recommendation system for learning resources. We show how, thanks to the implemented enrichment processes, it is possible to improve the precision of recommendations by automatically completing those descriptions. Besides, this approach overcomes the limitations of manual cataloguing and their lack of completeness consequence of relying only on the previous knowledge of cataloguing personnel.
  • Keywords
    knowledge based systems; knowledge representation languages; learning (artificial intelligence); recommender systems; semantic Web; RDF-OWL-coded knowledge bases; automatic learning tool description enrichment; learning resources; recommendation system; semantic knowledge bases enrichment; Computers; Indexes; Personnel; Resource description framework; Vocabulary; OWL; RDF; enrichment; record linkage; semantic web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2013 8th International Conference on
  • Conference_Location
    Colombo
  • Print_ISBN
    978-1-4673-4464-7
  • Type

    conf

  • DOI
    10.1109/ICCSE.2013.6553929
  • Filename
    6553929