Bayesian Network-Based Trust Model

  • Authors:
  • Yao Wang;Julita Vassileva

  • Affiliations:
  • -;-

  • Venue:
  • WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
  • Year:
  • 2003

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Abstract

In this paper, we propose a Bayesian network-based trust model. Since trust is multi-faceted, 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.