QoS-based Service Selection and Ranking with Trust and Reputation Management

QoS-based service selection mechanisms will play an essential role in service-oriented architectures, as e-Business applications want to use services that most accurately meet their requirements. Standard approaches in this field typically are based on the prediction of services' performance from the quality advertised by providers as well as from feedback of users on the actual levels of QoS delivered to them. The key issue in this setting is to detect and deal with false ratings by dishonest providers and users, which has only received limited attention so far. In this paper, we present a new QoS-based semantic web service selection and ranking solution with the application of a trust and reputation management method to address this problem. We will give a formal description of our approach and validate it with experiments which demonstrate that our solution yields high-quality results under various realistic cheating behaviors.


Published in:
Proceedings of the OTM Confederated International Conferences, CoopIS, DOA, and ODBASE 2005 Proceedings, Part I, 3760, 1, 446-483
Presented at:
2005 International Conference on Cooperative Information Systems (CoopIS), 31 Oct - 4 Nov 2005, Agia Napa, Cyprus., Agia Napa, Cyprus., 31 Oct - 4 Nov 2005
Year:
2005
Keywords:
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 Record created 2006-12-12, last modified 2018-03-17

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