Abstract
In order to cooperate in the open distributed environment, truster agents need to be aware trustworthiness of trustee agents for selecting suitable interaction partners. Most of the current computational trust models make use of the truster itself experience or reputation from community on trustees to compute the trust values. However, in some circumstances, a truster agent may have no experience with a new trustee or may not obtain the information about the reputation of the new trustee agent. And then the truster agent could not utilize the traditional mechanisms based on experience or reputation to infer some trust value for the new trustee. In this paper, we introduce a novel mechanism for estimating trustworthiness in such a situation. Our proposed mechanism is based on the similarity in profiles of the new trustee and ones of well known agents. A weighted combination model is used for integrating experience trust, reputation and similar trust.
The original version of this chapter was revised: The copyright line was incorrect. This has been corrected. The Erratum to this chapter is available at DOI: 10.1007/978-3-319-05939-6_37
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Burnett, C., Norman, T.J., Sycara, K.: Bootstrapping trust evaluations through stereotypes. In: Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: AAMAS ’10, vol. 1, pp. 241–248. International Foundation for Autonomous Agents and Multiagent Systems, Richland (2010)
Carter, J., Bitting, E., Ghorbani, A.: Reputation formalization for an information-sharing multi-agent system. Comput. Intell. 18(2), 515–534 (2002)
Grandison, T., Sloman, M.: Specifying and analysing trust for internet applications. In: Monteiro, J.L., Swatman, P.M.C., Tavares, L.V. (eds.) Towards the Knowledge Society. IFIP, vol. 105, pp. 145–157. Springer, Heidelberg (2003)
Guha, R., Kumar, R., Raghavan, P., Tomkins, A.: Propagation of trust and distrust. In: Proceedings of the 13th International Conference on World Wide Web, WWW ’04, pp. 403–412. ACM, New York (2004)
Hang, C.-W., Wang, Y., Singh, M.P.: Operators for propagating trust and their evaluation in social networks. In: Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems, AAMAS ’09, vol. 2, pp. 1025–1032. International Foundation for Autonomous Agents and Multiagent Systems, Richland (2009)
Hermoso, R., Billhardt, H., Ossowski, S.: Role evolution in open multi-agent systems as an information source for trust. In: Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: AAMAS ’10, vol. 1, pp. 217–224. International Foundation for Autonomous Agents and Multiagent Systems, Richland (2010)
Huynh, D., Jennings, N.R., Shadbolt, N.R.: Developing an integrated trust and reputation model for open multi-agent systems. In: Proceedings of the 7th International Workshop on Trust in Agent Societies, New York, USA, pp. 65–74 (2004)
Huynh, T.D., Jennings, N.R., Shadbolt, N.R.: An integrated trust and reputation model for open multi-agent systems. Auton. Agents Multi-Agent Syst. 13(2), 119–154 (2006)
Josang, A., Keser, C., Dimitrakos, T.: Can we manage trust? In: Herrmann, P., Issarny, V., Shiu, ChSK (eds.) iTrust 2005. LNCS, vol. 3477, pp. 93–107. Springer, Heidelberg (2005)
Katz, Y., Golbeck, J.: Social network-based trust in prioritized default logic. In: Proceedings of the 21st National Conference on Artificial Intelligence (AAAI-06), vol. 21, pp. 1345–1350. AAAI Press, Boston (2006)
Lin, D.: An information-theoretic definition of similarity. In: Proceedings of 15th International Conference on Machine Learning, pp. 296–304. Morgan Kaufmann, San Francisco (1998)
Nefti, S., Meziane, F., Kasiran, K.: A fuzzy trust model for e-commerce. In: Proceedings of the Seventh IEEE International Conference on E-Commerce Technology (CEC05), pp. 401–404 (2005)
Nguyen, M.H., Tran, D.Q.: A computational trust model with trustworthiness against liars in multiagent systems. In: Nguyen, N.-T., Hoang, K., Jȩdrzejowicz, P. (eds.) ICCCI 2012, Part I. LNCS, vol. 7653, pp. 446–455. Springer, Heidelberg (2012)
Nguyen, M.H., Tran, D.Q.: A multi-issue trust model in multiagent systems: a mathematical approach. South-East Asian J. Sci. 1(1), 46–56 (2012)
Nguyen, M.H., Tran, D.Q.: A combination trust model for multi-agent systems. Int. J. Innovative Comput. Inf. Control 9(6), 2405–2420 (2013)
Ramchurn, S.D., Sierra, C., Godo, L., Jennings, N.R.: Devising a trust model for multi-agent interactions using confidence and reputation. Int. J. Appl. Artif. Intell. 18(9–10), 833–852 (2004)
Sabater, J., Sierra, C.: Regret: a reputation model for gregarious societies. In: Proceedings of the Fourth Workshop on Deception Fraud and Trust in Agent Societies, Montreal, Canada, pp. 61–69 (2001)
Sabater, J., Sierra, C.: Reputation and social network analysis in multi-agent systems. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy, 15–19 July 2002, pp. 475–482 (2002)
Sen, S., Sajja, N.: Robustness of reputation-based trust: Boolean case. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy, pp. 288–293 (2002)
Victor, P., Cornelis, C., De Cock, M., da Silva, P.P.: Gradual trust and distrust in recommender systems. Fuzzy Sets Syst. 160(10), 1367–1382 (2009). (Special Issue: Fuzzy Sets in Interdisciplinary Perception and Intelligence)
Vogiatzis, G., Macgillivray, I., Chli, M.: A probabilistic model for trust and reputation. In: AAMAS, pp. 225–232 (2010)
Yu, B., Singh, M.P.: Towards a probabilistic model of distributed reputation management. In: Proceedings of the Fourth Workshop on Deception Fraud and Trust in Agent Societies, Montreal, Canada, pp. 125–137 (2001)
Yu, B., Singh, M.P.: Distributed reputation management for electronic commerce. Comput. Intell. 18(4), 535–549 (2002)
Yu, B., Singh, M.P.: An evidential model of distributed reputation management. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy, pp. 294–301 (2002)
Zadeh, L.A.: A computational approach to fuzzy quantifiers in natural languages. Comput. Math. Appl. 9, 149–184 (1983)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Nguyen, M.H., Tran, D.Q. (2014). A Trust Propagation Model for New-Coming in Multi-agent System. In: Vinh, P., Alagar, V., Vassev, E., Khare, A. (eds) Context-Aware Systems and Applications. ICCASA 2013. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 128. Springer, Cham. https://doi.org/10.1007/978-3-319-05939-6_2
Download citation
DOI: https://doi.org/10.1007/978-3-319-05939-6_2
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-05938-9
Online ISBN: 978-3-319-05939-6
eBook Packages: Computer ScienceComputer Science (R0)