• DocumentCode
    2028334
  • Title

    A Collective Intelligence Approach to Collaborative Knowledge Creation

  • Author

    Maleewong, Krissada ; Anutariya, Chutiporn ; Wuwongse, Vilas

  • Author_Institution
    Sch. of Technol., Shinawatra Univ., Pathumthani, Thailand
  • fYear
    2008
  • fDate
    3-5 Dec. 2008
  • Firstpage
    64
  • Lastpage
    70
  • Abstract
    This paper presents a collective intelligence approach to collaborative knowledge creation which enables multiple users to collaboratively create knowledge in a systematic and dynamic process. It encourages members to collaboratively express ideas or solutions regarding the complex or challenging issues and submit arguments to support or oppose other members¿ ideas. In order to semantically capture and describe the community deliberation and maintain it as a community knowledge-base, a collective argumentation ontology, namely ColaOnto, is proposed by combining and extending IBIS model and Toulmin¿s scheme. Moreover, four measures: a degree of argument, degree of individual preference, degree of position, and degree of expertise, are calculated based on the deliberation for evaluating the acceptance level of each position. A position accepted by most members will be selectively integrated as collective knowledge, which is collaboratively developed until the final knowledge is obtained.
  • Keywords
    groupware; ontologies (artificial intelligence); ColaOnto; IBIS model; Toulmin´s scheme; collaborative knowledge creation; collective argumentation ontology; community knowledge-base; degree of argument; degree of expertise; degree of individual preference; degree of position; intelligence approach; Blogs; Collaborative work; Discussion forums; Employment; International collaboration; Internet; Knowledge engineering; Ontologies; Position measurement; Technological innovation; Argumentation Theory; Collaborative Knowledge Creation; Collective Intelligence; Consensus Building;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Semantics, Knowledge and Grid, 2008. SKG '08. Fourth International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-0-7695-3401-5
  • Electronic_ISBN
    978-0-7695-3401-5
  • Type

    conf

  • DOI
    10.1109/SKG.2008.80
  • Filename
    4725897