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E-commerce trust management system reliability

conference contribution
posted on 2012-01-01, 00:00 authored by Soon ChongSoon Chong, Jemal AbawajyJemal Abawajy
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