• DocumentCode
    2735355
  • Title

    An Iterative, Collaborative Ontology Construction Scheme

  • Author

    Lin, Hsin-Nan ; Tseng, Shian-Shyong ; Weng, Jui-Feng ; Lin, Huan-Yu ; Su, Jun-Ming

  • Author_Institution
    Nat. Chiao Tung Univ., Hsinchu
  • fYear
    2007
  • fDate
    5-7 Sept. 2007
  • Firstpage
    150
  • Lastpage
    150
  • Abstract
    Nowadays, ontology of subject knowledge is applied for intelligent e-learning to provide learners with adaptive learning guidance and efficient learning content management. However, it is difficult and costly to construct an ontology for a given domain even though using the GUI tools. Therefore, how to propose an easy way to acquire the knowledge of experts, how to integrate these diverse opinions of experts into the consensus, and how to incrementally refine and converge the ontology to maintain the most suitable one have been paid attention recently. Accordingly, in this paper, we propose an Iterative, Collaborative Ontology Construction (ICOC) scheme. In each iteration, our proposed wild-like online ontology editor can help users collaboratively contribute their knowledge. Next, it automatically generates an appropriate questionnaire to converge the opinions of users to a new version of ontology using a Delphi-like method. The convergence process stops when all the relations are converged or eliminated by the questionnaire analysis. According to this ICOC scheme, the created ontology can be more acceptable.
  • Keywords
    graphical user interfaces; learning (artificial intelligence); ontologies (artificial intelligence); GUI tools; intelligent e-learning; ontology construction; Adaptive control; Application software; Computer science; Content management; Convergence; Electronic learning; Information analysis; Information science; Online Communities/Technical Collaboration; Ontologies;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
  • Conference_Location
    Kumamoto
  • Print_ISBN
    0-7695-2882-1
  • Type

    conf

  • DOI
    10.1109/ICICIC.2007.164
  • Filename
    4427795