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2010 IEEE International Conference on Web Services (2010)
Miami, Florida
July 5, 2010 to July 10, 2010
ISBN: 978-0-7695-4128-0
pp: 251-258
ABSTRACT
Trust and reputation for web services emerges as an important research issue in web service selection. Current web service trust models either do not integrate different important sources of trust (subjective and objective for example), or do not focus on satisfying different user’s requirements about different quality of service (QoS) attributes such as performance, availability etc. In this paper, we propose a Bayesian network trust and reputation model for web services that can overcome such limitations by considering several factors when assessing web services’ trust: direct opinion from the truster, user rating (subjective view) and QoS monitoring information (objective view). Our comprehensive approach also addresses the problems of users’ preferences and multiple QoS-based trust by specifying different conditions for the Bayesian network and targets at building a reasonable credibility model for the raters of web services.
INDEX TERMS
Web service, trust, reputation, service selection, Bayesian network
CITATION

J. Yang, W. Zhao and H. T. Nguyen, "A Trust and Reputation Model Based on Bayesian Network for Web Services," 2010 IEEE International Conference on Web Services(ICWS), Miami, Florida, 2010, pp. 251-258.
doi:10.1109/ICWS.2010.36
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