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A familiarity-based trust model for effective selection of sellers in multiagent e-commerce systems

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Abstract

In electronic marketplaces, trust is modeled, for instance, in order to allow buying agents to make effective selection of selling agents. Familiarity is often considered to be an important factor in determining the level of trust. In previous research, familiarity between two agents has been simply assumed to be the similarity between them. We propose an improved familiarity measurement based on the exploration of factors that affect a human’s feelings of familiarity. We also carry out experiments to show that the trust model with our improved familiarity measurement is more effective and more stable.

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References

  1. Bahrick H.P. (1984). Semantic memory content in permastore: fifty years of memory for Spanish learned in school. J. Exp. Psychol. Gen. 113: 1–37

    Article  Google Scholar 

  2. Bitting, E., Carter, J., Ghorbani, A.A.: Detecting and preventing defamation in mulitagent systems. In: Proceedings of the 1st Annual Conference on Communication Networks & Services Research (CNSR’03), pp. 101–107 (2003)

  3. Cao, H.H., Hirshleifer, D., Zhang, H.H.: Fear of the unknown: the effects of familiarity on financial decisions. In: WFA Meeting (2004)

  4. Carter J. and Ghorbani A.A. (2004). Towards a formalization of value- centric trust in agent societies. J. Web Intell. Agent Syst. 2(3): 167–184

    Google Scholar 

  5. Carter J., Bitting E. and Ghorbani A. (2002). Reputation formalization within information sharing multiagent architectures. Comput. Intell. 2(5): 45–64

    Google Scholar 

  6. Castelfranchi, C., Falcone, R.: Principles of trust for mas: cognitive anatomy, social importance, and quantification. In: Proceedings of the International Conference on Multi-Agent Systems (ICMAS’98), pp. 72–79 (1998)

  7. Ebbinghaus H. (1885). Memory: A Contribution to Experimental Psychology. Teachers College, Columbia University, New York

    Google Scholar 

  8. Falcone, R., Castelfranchi, C.: Trust dynamics: How trust is influenced by direct experiences and by trust itself. In: Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems—Volume 2 (AAMAS’04), pp. 740–747 (2004)

  9. Gefen D. (2000). E-commerce: the role of familiarity and trust. Omega 28(5): 725–737

    Article  Google Scholar 

  10. Hockley W.E. (1992). Item versus associative information: Further comparisons of forgetting rates. J. Exp. Psychol. Learn. Mem. Cogn. 18(6): 1321–1330

    Article  Google Scholar 

  11. Jøsang, A., Ismail, R.: The beta reputation system. In: Proceedings of the 15th Bled Electronic Commerce Conference (2002)

  12. Jøsang, A., Ismail, R., Boyd, C.: A survey of trust and reputation systems for online service provision. Decis. Support Syst. 43(2), 618–644 (2005)

    Article  Google Scholar 

  13. Kuzic J., Fisher J. and Scollary A. (2002). Electronic commerce benefits, challenges and success factors in the australian banking and finance industry. In: Wrycza, S. (eds) Proceedings of the Tenth European Conference on Information Systems, pp 1607–1616. Gdansk, Poland

    Google Scholar 

  14. Loken B. and Ward J. (1990). Alternative approaches to understanding the determinants of typicality. J. Consum. Res. Interdiscip. Q. 17(2): 111–26

    Google Scholar 

  15. Luhmann N. (1979). Trust and Power. Wiley, Chichester

    Google Scholar 

  16. Maximilien, E.M., Singh, M.P.: Agent-based trust model using multiple qualities. In: Proceedings of 4th International Autonomous Agents and Multi Agent Systems (AAMAS’05) (2005)

  17. Miers, D.: The strategic challenges of electronic commerce. http://www.enix.co.uk/electron.htm (last modified: January 28, 2004)

  18. Minsky, N.H.: Regularity-based trust in cyberspace. In: Proceedings of the First International Conference on Trust Management (iTrust’03) (2003)

  19. Moreland R.L. and Zajonc R.B. (1982). Exposure effects in person perception: Familiarity, similarity and attraction. J. Exp. Social Psychol. 18(5): 395–415

    Article  Google Scholar 

  20. Mui, L., Mohtashemi, M., Halberstadt, A.: A computational model of trust and reputation. In: Proceedings of the 35th Hawaii International Conference on System Science (HICSS’02) (2002)

  21. Noce, A., Peters, C.: Barriers to electronic commerce in Canada: a size of firm and industry analysis. In: Proceedings of the Economic Conference—Growth, Wealth and Sustainability (2005)

  22. Ratnasingham P. (1998). The importance of trust in electronic commerce. Inter. Res. Electron. Netw. Appl. Policy 8(4): 312–321

    Google Scholar 

  23. Resnick P., Zeckhauser R., Friedman E. and Kuwabara K. (2000). Reputation systems. Commun. ACM 43(12): 45–48

    Article  Google Scholar 

  24. Söderlund M. (2002). Customer familiarity and its effects on satisfaction and behavioral intentions. Psychol. Market. 19: 861–879

    Article  Google Scholar 

  25. Söderlund, M., Gunnarsson, J.: Customer familiarity and its effects on satisfaction and dissatisfaction. SSE/EFI Working Papers Series in Business Administration (no. 2000: 2)

  26. Tran, T., Cohen, R.: A reputation-oriented reinforcement learning approach for agents in electronic marketplaces. In: Proceedings of the Eighteenth National Conference on Artificial Intelligence (AAAI’02), Doctoral Consortium, p. 989 (2002)

  27. Whittlesea B.W.A. (1993). Illusions of familiarity. J. Exp. Psychol. Human Learn. Mem. 19(6): 1235–1253

    Article  Google Scholar 

  28. Yonelinas A.P. (2002). The nature of recollection and familiarity: A review of 30 years of research. J. Mem. Lang. 46: 441–517

    Article  Google Scholar 

  29. Zhang, J., Ghorbani, A.A.: Familiarity and trust: measuring familiarity with a web site. In: Proceedings of the 2nd Annual Conference on Privacy, Trust and Security (PST’04), pp. 23–28 (2004)

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Zhang, J., Ghorbani, A.A. & Cohen, R. A familiarity-based trust model for effective selection of sellers in multiagent e-commerce systems. Int. J. Inf. Secur. 6, 333–344 (2007). https://doi.org/10.1007/s10207-007-0025-y

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