Abstract
Today, the Internet provides an alternative platform where service consumers and service providers can exchange goods and services at electronic marketplaces (e-Markets). In second generation e-Markets consumers and providers have the opportunity to use autonomous agents to act on their behalf to discover, select, and negotiate with potential business partners. Agents can close contracts, make payments, monitor and review contract compliance. Information about the trustworthiness, reputation and the credibility of services, service providers, retailers, and entire business domains is crucial for the assessment of business partners during the service selection process in marketplaces. Agent owners expect their agents to follow social principles and values found in traditional marketplaces. In this paper we discuss the DEco Arch framework which enables autonomous agents to evaluate social information which is then used for service selection. Furthermore, agents will are able to review ongoing or completed business interactions for the benefit of peers and their own future decisions. We simulate how the service selection process progresses through new information drawn from reviews of past business interactions.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Chang, E., Hussain, F., Dillon, T.S.: Trust and Reputation for Service-Oriented Environments: Technologies For Building Business Intelligence And Consumer Confidence. J. Wiley & Sons, Chichester (2005)
Raju, G.V.S., Zhou, J.U.N., Kisner, R.A.: Hierarchical fuzzy control. International Journal of Control 54, 1201–1216 (1991)
Schmidt, S., Steele, R., Dillon, T., Chang, E.: Fuzzy Service Quality Review in Service Oriented Architectures. In: IEEE World Congr. on Comp. Intelligence. Vanc., Canada (2006)
Chang, E., Hussain, F.K., Dillon, T.: CCCI metrics for the measurement of quality of e-service (2005)
Schmidt, S., Steele, R., Dillon, T., Chang, E.: Building a fuzzy trust network in unsupervised multi-agent environments. In: Intl. Workshop on Web Semantics, Agia Napa, Cyprus, pp. 816–825 (2005)
Standifird, S.S.: Reputation and e-commerce: eBay auctions and the asymmetrical impact of positive and negative ratings. Jnl. of Management 27, 279–295 (2001)
Schweitzer, M.E., Hershey, J.C., Bradlow, E.T.: Promises and lies: Restoring violated trust. Organizational Behavior and Human Decision Processes 101, 1–19 (2006)
Resnick, P., Kuwabara, K., Zeckhauser, R., Friedman, E.: Reputation systems. Communications of the ACM 43, 45–48 (2000)
Resnick, P., Zeckhauser, R.: Trust Among Strangers in Internet Transactions: Empirical Analysis of eBay’s Reputation System. The Economics of the Internet and E-Commerce 11 (2002)
Kamvar, S.D., Schlosser, M.T., Garcia-Molina, H.: The Eigentrust algorithm for reputation management in P2P networks. In: Proceedings of the twelfth international conference on World Wide Web, pp. 640–651 (2003)
Whitby, A., Jsang, A., Indulska, J.: Filtering out unfair ratings in bayesian reputation systems. In: Proceedings of the 7th Intl. Workshop on Trust in Agent Societies (2004)
Schmidt, S., Steele, R., Dillon, T.: DEco Arch: Trust and Reputation Aware Service Brokering in Digital Ecosystems I. In: IEEE Intl. Digital Ecosystems and Tech. Conf., Cairns, Australia (2007)
Carbo, J., Molina, J.M., Davila, J.: Trust management through fuzzy reputation. International Journal of Cooperative Information Systems 12, 135–155 (2003)
Rubiera, J.C., Lopez, J.M.M., Muro, J.D.: A fuzzy model of reputation in multi-agent systems. In: Proceedings of the fifth international conference on Autonomous agents, pp. 25–26 (2001)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Schmidt, S., Steele, R., Dillon, T. (2007). Fuzzy Service Selection and Interaction Review in Distributed Electronic Markets. In: Lambrinoudakis, C., Pernul, G., Tjoa, A.M. (eds) Trust, Privacy and Security in Digital Business. TrustBus 2007. Lecture Notes in Computer Science, vol 4657. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74409-2_26
Download citation
DOI: https://doi.org/10.1007/978-3-540-74409-2_26
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74408-5
Online ISBN: 978-3-540-74409-2
eBook Packages: Computer ScienceComputer Science (R0)