Abstract
In this paper we remarked the relevance of using of privacy-protection measures in trust models, since them imply conscious exchanges of opinions about third parties. Additionally to the already published description of the extra message exchanges that would protect privacy in a agent-mediated trust domain as ART testbed, we evaluate (through estimated weights) the communication and computation cost of these additional message exchanges at the level of their interactions. Although the effects of introducing them on the accuracy of trust valuations could also be considered in future works, in this contribution we focus our attention in an approach based on the weight of the information brought by an interaction.
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References
Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology). John Wiley & Sons (2007)
Carbo, J., Molina, J.M.: A jade-based art-inspired ontology and protocols for handling trust and reputation. In: Ninth International Conference on Intelligent Systems Design and Applications, ISDA. pp. 300–305 (2009)
Carbo, J., Pedraza, J., Lopez, M., Molina, J.M.: Privacy protection in trust models for agent societies. In: de la Puerta, J.G., Ferreira, I.G., Bringas, P.G., Klett, F., Abraham, A., de Carvalho, A.C.P.L.F., Herrero, A., Baruque, B., Quintián, H., Corchado, E. (eds.) International Joint Conference SOCO’14-CISIS’14-ICEUTE’14. AISC, vol. 299, pp. 135–144. Springer, Heidelberg (2014)
Committees, F.T.: Foundations for Intelligent Phisical Agents Specifications. Geneve, Switzerland (1997)
Davidsson, P., Johansson, S., Svahnberg, M.: Characterization and evaluation of multi-agent system architectural styles. In: Garcia, A., Choren, R., Lucena, C., Giorgini, P., Holvoet, T., Romanovsky, A. (eds.) SELMAS 2005. LNCS, vol. 3914, pp. 179–188. Springer, Heidelberg (2006)
Dellarocas, C.: The digitization of word of mouth: promise and challenges of online feedback mechanisms. Manag. Sci. 49, 1407–1424 (2003)
Esfandiari, B., Chandrasekharan, S.: On how agents make friends: mechanisms for trust acquisition. In: Proceedings of the Fourth Workshop on Deception, Fraud and Trust in Agent Societies, pp. 27–34 (2001)
Fullam, K., Klos, T., Muller, G., Sabater, J., Schlosser, A., Topol, Z., Barber, K.S., Rosenschein, J., Vercouter, L., Voss, M.: A specification of the agent reputation and trust (art) testbed: experimentation and competition for trust in agent societies. In: The Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-2005), pp. 512–518 (2005)
Gaspar, G.: Communication and belief changes in a society of agents: towards a formal model of autonomous agent, d.a.i. 2, 1991. In: Descentralized A. I. 2. pp. 245–255. Elsevier Science, Amsterdam (1991)
Giunchiglia, F., Mylopoulos, J., Perini, A.: The tropos software development methodology: processes, models and diagrams. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 63–74. ACM Press (2002)
Gómez, M., Carbo, J., Benac-Earle, C.: Honesty and trust revisited: the advantages of being neutral about other’s cognitive models. Auton. Agents Multi-Agent Syst. 15(3), 313–335 (2007)
Calvo-Rolle, J.L., Corchado, E.: A bio-inspired knowledge system for improving combined cycle plant control tuning. Neurocomputing 126, 95–105 (2014)
Joumaa, H., Demazeau, Y., Vincent, J.: Evaluation of multi-agent systems: the case of interaction. In: 3rd International Conference on Information and Communication Technologies: From Theory to Applications, pp. 1–6. IEEE (2008)
Wozniak, M., Graa, M., Corchadob, E.: A survey of multiple classifier systems as hybrid systems. Inf. Fusion 16, 3–17 (2014)
Moya, J., Carbo, J.: Distributing art agents with JADE. In: 10th European Workshop on Multi-Agent Systems, EUMAS (2012)
Bresciani, P., Giorgini, P., Giunchiglia, F., Mylopoulos, J., Perini, A.: TROPOS: an agent-oriented software development methodology. J. Auton. Agent. Multi-Agent Syst. 8(3), 203–236 (2004)
Parliament, E.: Directive 95/46/ec of the european parliament and of the council of 24 october 1995 on the protection of individuals with regard to the processing of personal data and on the free movement of such data, October 1995. http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=CELEX:31995L0046:en:HTML
Pedraza, J., Patricio, M.A., de Ass, A., Molina, J.: Privacy-by-design rules in face recognition system. Neurocomputing 109, 49–55 (2013)
Sabater-Mir, J., Sierra, C.: Review on computational trust and reputation models. Artif. Intel. Rev. 24, 33–60 (2005)
Sanchez-Pi, N., Griol, D., Carbo, J., Molina, J.M.: Evaluating interaction of MAS providing context-aware services. In: O’Shea, J., Nguyen, N.T., Crockett, K., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2011. LNCS, vol. 6682, pp. 373–382. Springer, Heidelberg (2011)
Yu, B., Singh, M.P.: An evidential model of distributed reputation management. In: Proceedings of First International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 294–301. ACM Press (2002)
Acknowledgements
This work was supported in part by Projects MINECO TEC2012-37832-C02-01, CICYT TEC2011-28626-C02-02, CAM CONTEXTS (S2009/TIC-1485).
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Lopez, M., Carbo, J., Molina, J.M. (2015). Costs of Protecting Privacy in Agent Trust Relationships. In: Bajo, J., et al. Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection. PAAMS 2015. Communications in Computer and Information Science, vol 524. Springer, Cham. https://doi.org/10.1007/978-3-319-19033-4_15
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