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Engaging the Dynamics of Trust in Computational Trust and Reputation Systems

Title
Engaging the Dynamics of Trust in Computational Trust and Reputation Systems
Type
Article in International Conference Proceedings Book
Year
2010
Authors
danek, a
(Author)
Other
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urbano, j
(Author)
Other
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oliveira, e
(Author)
FEUP
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Conference proceedings International
Pages: 22-31
4th KES International Symposium on Agent and Multi-Agent Systems
Gdynia, POLAND, JUN 23-25, 2010
Scientific classification
FOS: Natural sciences > Computer and information sciences
Other information
Authenticus ID: P-003-A0Q
Abstract (EN): Computational Trust and Reputation (CTR,) systems are essential in electronic commerce to encourage interactions and suppress deceptive behaviours. This paper focus on comparing two different kinds of approaches to evaluate the trustworthiness of suppliers. One is based on calculating the weighted mean of past results. The second one applies basic properties of the dynamics of trust. Different scenarios are investigated, including a. more problematic one that results from introducing newcomers during the simulation. Experimental results presented in this paper prove the benefits of engaging properties of the dynamics of trust in CRT systems, as it noticeably improves the process of business partners' selection and increases the utility.
Language: English
Type (Professor's evaluation): Scientific
Contact: adanek@fe.up.pt; joana.urbano@fe.up.pt; arocha@fe.up.pt; eco@fe.up.pt
No. of pages: 10
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