• DocumentCode
    2226518
  • Title

    Bayesian network-based trust model

  • Author

    Wang, Yao ; Vassileva, Julita

  • Author_Institution
    Dept. of Comput. Sci., Saskatchewan Univ., Saskatoon, Sask., Canada
  • fYear
    2003
  • fDate
    13-17 Oct. 2003
  • Firstpage
    372
  • Lastpage
    378
  • Abstract
    We propose a Bayesian network-based trust model. Since trust is multifaceted, even in the same context, agents still need to develop differentiated trust in different aspects of other agents´ behaviors. The agent´s needs are different in different situations. Depending on the situation, an agent may need to consider its trust in a specific aspect of another agent´s capability or in a combination of multiple aspects. Bayesian networks provide a flexible method to present differentiated trust and combine different aspects of trust. A Bayesian network-based trust model is presented for a file sharing peer-to-peer application.
  • Keywords
    belief networks; distributed processing; multi-agent systems; security of data; Bayesian network-based trust model; distributed processing; file sharing; multiagent systems; peer-to-peer application; Authentication; Authorization; Bayesian methods; Computer science; Distributed computing; Electronic commerce; Intelligent agent; Peer to peer computing; Protection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence, 2003. WI 2003. Proceedings. IEEE/WIC International Conference on
  • Print_ISBN
    0-7695-1932-6
  • Type

    conf

  • DOI
    10.1109/WI.2003.1241218
  • Filename
    1241218