Abstract
Current major P2P systems focus on PCs and do not provide services for the mobile environment. Compared to traditional P2P, characteristics of Mobile P2P include unreliable connections, limited bandwidth and constraints of mobile devices. In addition, nomadic users demand applications and services that are context-aware, personalised, secure, and trustworthy. Recommender systems are one of these applications. In this paper, we aim at building a mobile P2P recommender system which dramatically reduces wireless traffic between peers, brings trustworthiness (each peer can choose to rely on opinions of peers whom he trusts), and ffers unobtrusiveness (the target system is mainly autonomous and requires a minimum user intervention). Our solution is based on multi-agent systems and is illustrated on a slow-food restaurant recommender system.
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References
Foner, L.: Yenta: A multi-agent, referral based matchmaking system. In: Proc. of the 1st Int. Conf. on Autonomous Agents, pp. 301–307. ACM (1997)
Miller, B., Konstan, J., Riedl, J.: Toward a personal recommender system. ACM Transactions on Information Systems 22, 437–476 (2004)
Olsson, T.: Bootstrapping and Decentralizing Recommender Systems. PhD thesis, Uppsala University and SICS (2006)
Sabater, J., Sierra, C.: Social regret, a reputation model based on social relations. SIGecom Exchanges 3, 44–56 (2002)
Teacy, W., Patel, J., Jennings, N., Luck, M.: Coping with inaccurate reputation sources: Experimental analysis of a probabilistic trust model. In: Proc. of the 4th Int. Joint Conf. AAMAS, pp. 997–1004 (2005)
Tveit, A.: Peer-to-peer based recommendations for mobile commerce. In: Proc. of the 1st Int. Workshop on Mobile Commerce (WMC 2001), pp. 26–29. ACM, Rome (2001)
Yu, B., Singh, M.P.: An evidential model of distributed reputation management. In: Proc. of 1st Int. Joint Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2002, Bologna, Italy, July 15-19, pp. 294–301 (2002)
Lenzini, G., Sahli, N., Eertink, H.: Agents Selecting Trustworthy Recommendations in Mobile Virtual Communities. In: Falcone, R., Barber, S.K., Sabater-Mir, J., Singh, M.P. (eds.) Trust 2008. LNCS (LNAI), vol. 5396, pp. 182–204. Springer, Heidelberg (2008)
Rao, A.S., Georgeff, M.: Bdi agents: from theory to practice. In: Proc. of the 1st Int. Conference on Multi-Agent Systems (ICMAS 1995), June 12-14, pp. 312–319. AAAI Press, San Francisco (1995)
Lenzini, G., Sahli, N.: Argumentation-based trust in recommender systems. In: Proc. of the Special session: Trust in Pervasive Systems and Networks, at SECRYPT part of the ICETE - The Int. Joint Conf. on e-Business and Telecommunications, Porto, Portugal (2008) (to appear)
Castelfranchi, C.: Reasons to believe: cognitive models of beliefs change. In: Proc. of the Int. Workshop on Cognitive, Computational and Logical Approaches to Belief Change, Amsterdam, The Netherlands (2004)
Brooks, R.A.: Intelligence without representation. Artificial Intelligence 47, 139–159 (1991)
Toivonen, S., Lenzini, G., Uusitalo, I.: Context-aware trustworthiness evaluation with indirect knowledge. In: Proc. of the 2nd Semantics Web Policy Workshop, ISWC 2006, Athens GA, USA. CEUR Workshop Proc. (2006), http://CEUR-WS.org
JADEX (2008), http://vsis-www.informatik.uni-hamburg.de/projects/jadex/
Maamar, Z., Sahli, N., Moulin, B., Labbe, P.: A software agent-based collaborative approach for humanitarian-assistance scenarios. Information and Security: An Int. Journal 8, 135–155 (2002)
Bryl, V., Giorgini, P., Fante, S.: ToothAgent: A Multi-agent System for Virtual Communities Support. In: Kolp, M., Henderson-Sellers, B., Mouratidis, H., Garcia, A., Ghose, A.K., Bresciani, P. (eds.) AOIS 2006. LNCS (LNAI), vol. 4898, pp. 212–230. Springer, Heidelberg (2008)
Schulz, S., Herrmann, K., Kalcklösch, R., Schwotzer, T.: TAKEUP: Trust-Based Agent-Mediated Knowledge Exchange for Ubiquitous Peer Networks. In: van Elst, L., Dignum, V., Abecker, A. (eds.) AMKM 2003. LNCS (LNAI), vol. 2926, pp. 89–106. Springer, Heidelberg (2004)
Koolwaaij, J., Tarlano, A., Luther, M., Nurmi, P., Mrohs, B., Battestini, A., Vaidya, R.: Contextwatcher - sharing context information in everyday life. In: Proc. of the IASTED International Conference on Web Technologies, Applications, and Services (WTAS 2006), pp. 39–60. ACTA Press, Calgary (2006)
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Sahli, N., Lenzini, G., Eertink, H. (2012). Trustworthy Agent-Based Recommender System in a Mobile P2P Environment. In: Beneventano, D., Despotovic, Z., Guerra, F., Joseph, S., Moro, G., de Pinninck, A.P. (eds) Agents and Peer-to-Peer Computing. AP2PC AP2PC 2009 2008. Lecture Notes in Computer Science(), vol 6573. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31809-2_6
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DOI: https://doi.org/10.1007/978-3-642-31809-2_6
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