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Evaluating Rater Credibility for Reputation Assessment of Web Services

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Web Information Systems Engineering – WISE 2007 (WISE 2007)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4831))

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Abstract

This paper investigates the problem of establishing trust in service-oriented environments. We focus on providing an infrastructure for evaluating the credibility of raters in a reputation-based framework that would enable trust-based Web services interactions. The techniques we develop would aid a service consumer in assigning an appropriate weight to the testimonies of different raters regarding a prospective service provider. The experimental analysis show that the proposed techniques successfully dilute the effects of malicious ratings.

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References

  1. Aberer, K., Despotovic, Z.: On Reputation in Game Theory - Application to Online Settings. Working Paper (2004)

    Google Scholar 

  2. Bertino, E., Ferrari, E., Squicciarini, A.C.: Trust-X: A Peer-to-Peer Framework for Trust Establishment. IEEE Transactions on Knowledge and Data Engineering 16(7), 827–842 (2004)

    Article  Google Scholar 

  3. Buchegger, S., Le Boudec, J.-Y.: A robust reputation system for p2p and mobile ad-hoc networks. In: Proceedings of the Second Workshop on the Economics of Peer-to-Peer Systems (2004)

    Google Scholar 

  4. Buskens, V.: Social Networks and the Effect of Reputation on Cooperation. In: Proc. of the 6th Intl. Conf. on Social Dilemmas (1998)

    Google Scholar 

  5. Casati, F., Shan, E., Dayal, U., Shan, M-C.: Business-Oriented Management of Web services. ACM Communications (October 2003)

    Google Scholar 

  6. Delgado, J., Ishii, N.: Memory-Based Weighted-Majority Prediction for Recommender Systems. In: ACM SIGIR 1999 Workshop on Recommender Systems: Algorithms and Evaluation (1999)

    Google Scholar 

  7. Dellarocas, C.: Immunizing online reputation reporting systems against unfair ratings and discriminatory behavior. In: 2nd ACM Conference on Electronic Commerce (2000)

    Google Scholar 

  8. Dellarocas, C.: The Digitalization of Word-of-Mouth: Promise and Challeges of Online Feedback Mechanisms. Management Science (October 2003)

    Google Scholar 

  9. Huynh, T.D., Jennings, N.R., Shadbolt, N.R.: Certified reputation: how an agent can trust a stranger. In: AAMAS 2006. Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, pp. 1217–1224. ACM Press, New York, NY, USA (2006)

    Chapter  Google Scholar 

  10. Benatallah, B., Skogsrud, H., Casati, F.: Trust-Serv: A Lightweight Trust Negotiation Service. In: VLDB Demo, Toronto, Canada (August 2004)

    Google Scholar 

  11. Kesler, C.: Experimental Games for the Design of Reputation Management Systems. IBM Systems Journal 42(3) (2003)

    Google Scholar 

  12. Li, Z., Wang, S.: The foundation of e-commerce: Social reputation system–a comparison between american and china. In: ICEC 2005. Proceedings of the 7th international conference on Electronic commerce, pp. 230–232. ACM Press, New York, NY, USA (2005)

    Chapter  Google Scholar 

  13. MacQueen, J.B.: Some methods for classification and analysis of multivariate observations. In: Proceedings of 5-th Berkeley Symposium on Mathematical Statistics and Probability, pp. 281–297. University of California Press, Berkeley (1967)

    Google Scholar 

  14. Malaga, R.: Web-Based Reputation Management Systems: Problems and Suggested Solutions. Electronic Commerce Research 1(1), 403–417 (2001)

    Article  MATH  Google Scholar 

  15. Papazoglou, M.P., Georgakopoulos, D.: Serive-Oriented Computing. Communcications of the ACM 46(10), 25–65 (2003)

    Google Scholar 

  16. Papazoglou, M.P.: Web Services and Business Transactions. World Wide Web: Internet and Web Information Systems 6(1), 49–91 (2003)

    Article  Google Scholar 

  17. Park, S., Liu, L., Pu, C., Srivatsa, M., Zhang, J.: Resilient trust management for web service integration. In: ICWS 2005. Proceedings of the IEEE International Conference on Web Services, pp. 499–506. IEEE Computer Society, Washington, DC, USA (2005)

    Google Scholar 

  18. Resnick, P., Zeckhauser, R., Friedman, E., Kuwabara, K.: Reputation Systems. Communication of the ACM 43(12) (December 2000)

    Google Scholar 

  19. Vu, L.-H., Hauswirth, M., Aberer, K.: QoS-based Service Selection and Ranking with Trust and Reputation Management. In: CoopIS 2005. 13th International Conference on Cooperative Information Systems (October 31 - November 4, 2005)

    Google Scholar 

  20. Walsh, K., Sirer, E.G.: Fighting peer-to-peer spam and decoys with object reputation. In: P2PECON 2005. Proceedings of the 2005 ACM SIGCOMM workshop on Economics of peer-to-peer systems, pp. 138–143. ACM Press, New York, NY, USA (2005)

    Chapter  Google Scholar 

  21. Weng, J., Miao, C., Goh, A.: Protecting online rating systems from unfair ratings. In: Katsikas, S.K., Lopez, J., Pernul, G. (eds.) TrustBus 2005. LNCS, vol. 3592, pp. 50–59. Springer, Heidelberg (2005)

    Google Scholar 

  22. Whitby, A., Jøsang, A., Indulska, J.: Filtering Out Unfair Ratings in Bayesian Reputation Systems. The Icfain Journal of Management Research 4(2), 48–64 (2005)

    Google Scholar 

  23. Xiong, L., Liu, L.: PeerTrust: Supporting Reputation-based Trust for Peer-to-Peer Electronic Communities. IEEE Trans. on Knowledge and Data Engineering (TKDE) 16(7), 843–857 (2004)

    Article  Google Scholar 

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Boualem Benatallah Fabio Casati Dimitrios Georgakopoulos Claudio Bartolini Wasim Sadiq Claude Godart

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© 2007 Springer-Verlag Berlin Heidelberg

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Malik, Z., Bouguettaya, A. (2007). Evaluating Rater Credibility for Reputation Assessment of Web Services. In: Benatallah, B., Casati, F., Georgakopoulos, D., Bartolini, C., Sadiq, W., Godart, C. (eds) Web Information Systems Engineering – WISE 2007. WISE 2007. Lecture Notes in Computer Science, vol 4831. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76993-4_4

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  • DOI: https://doi.org/10.1007/978-3-540-76993-4_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-76992-7

  • Online ISBN: 978-3-540-76993-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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