Bayesian network-based trust model
- 23 April 2004
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 372-378
- https://doi.org/10.1109/wi.2003.1241218
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
This publication has 6 references indexed in Scilit:
- Supporting trust in virtual communitiesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Evolving and managing trust in grid computing systemsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Purpose-Based User Modelling in a Multi-agent Portfolio Management SystemPublished by Springer Nature ,2003
- Agent Reasoning Mechanism for Long-Term Coalitions Based on Decision Making and TrustComputational Intelligence, 2002
- Implementing a Reputation-Aware Gnutella ServentPublished by Springer Nature ,2002
- REGRETPublished by Association for Computing Machinery (ACM) ,2001