Various solutions have been proposed in managing trust relationship between trading partners in eCommerce environment. Determine the reliability of trust management systems in eCommerce is most difficult issue due to highly dynamic nature of eCommerce environments. As trust management systems depend on the feedback ratings provided by the trading partners, they are fallible to strategic manipulation of the feedback ratings attacks. This paper addressed the challenges of trust management systems. The requirements of a reliable trust management are also discussed. In particular, we introduce an adaptive credibility model that distinguishes between credible feedback ratings and malicious feedback ratings by considering transaction size, frequency of ratings and majority vote to form a feedback ratings verification metric. The approach has been validated by simulation result.
History
Event
New Trends in Information Science, Service Science and Data Mining. Conference (6th : 2013 : Taipei, Taiwan)
Pagination
13 - 18
Publisher
IEEE
Location
Taipei, Taiwan
Place of publication
Piscataway, N.J.
Start date
2012-10-23
End date
2012-10-25
ISBN-13
9788994364209
ISBN-10
899436420X
Language
eng
Publication classification
E1 Full written paper - refereed
Copyright notice
2012, IEEE
Editor/Contributor(s)
C Shen, S Kuo, K Kwack, Y Chen, P Hsu, F Ko
Title of proceedings
ISSDM 2012 : Proceedings of the 6th International Conference on New Trends in Information Science, Service Science and Data Mining