• DocumentCode
    2550361
  • Title

    Leveraging Folksonomies for Ontology Evolution in E-learning Environments

  • Author

    Torniai, Carlo ; Jovanovic, Jelena ; Bateman, Scott ; Gasevic, Dragan ; Hatala, Marek

  • Author_Institution
    Simon Fraser Univ., Burnaby, BC
  • fYear
    2008
  • fDate
    4-7 Aug. 2008
  • Firstpage
    206
  • Lastpage
    213
  • Abstract
    One of the main obstacles for wider adoption of semantic rich e-learning systems is the difficulty in creating and maintaining domain ontologies describing courses. Annotations, such as those resulting from collaborative tagging, provide a new source of information which can be used to ease the process of author-ing and updating domain ontologies. This paper presents an extension to the LOCO-Analyst tool, which leverages student folksonomies to support instructors when revising and updating course domain ontologies. The support is based on a computation of relatedness between ontology concepts and students tags which takes into account the "context" defined by the domain ontology. The computed scores are visualized in a tag cloud along with tag popularity scores, to allow instructors to easily comprehend the emergent feedback of their students. This approach allows for a simple and intuitive method for instructors to associate tags with concepts in their domain ontology.
  • Keywords
    computer aided instruction; distance learning; educational courses; ontologies (artificial intelligence); LOCO-Analyst tool; course domain ontologies; e-learning environments; ontology evolution; tag cloud; tag popularity scores; Cloud computing; Collaboration; Electronic learning; Feedback; Information resources; Libraries; Ontologies; Tag clouds; Tagging; Visualization; E-learning; Folksonomies; Ontologies;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Semantic Computing, 2008 IEEE International Conference on
  • Conference_Location
    Santa Clara, CA
  • Print_ISBN
    978-0-7695-3279-0
  • Electronic_ISBN
    978-0-7695-3279-0
  • Type

    conf

  • DOI
    10.1109/ICSC.2008.15
  • Filename
    4597193