Integration of Self-organization and Cooperation Mechanisms to Enhance Service Discovery

Agents self-organization and cooperation in open societies play an important role in the success of the service discovery process. Self-organization allows agents to deal with dynamic requirements in service demand. Moreover, in distributed environments where service discovery is carried out by agents that only have a partial view of the system, cooperation with neighbors is a key issue in order to locate the required services. However, cooperation is not always present in open agent societies. With this motivation, we present a set of mechanisms that consider self-organization actions and incentives to adapt the structure of the society to the service demand and to promote a cooperative behavior among agents in open societies.

[1]  V. Eguíluz,et al.  Cooperation and the Emergence of Role Differentiation in the Dynamics of Social Networks1 , 2005, American Journal of Sociology.

[2]  Nicholas R. Jennings,et al.  On cooperation in multi-agent systems , 1997, The Knowledge Engineering Review.

[3]  Karl Sigmund,et al.  Sympathy and similarity: The evolutionary dynamics of cooperation , 2009, Proceedings of the National Academy of Sciences.

[4]  M. Nowak,et al.  Evolution of indirect reciprocity by image scoring , 1998, Nature.

[5]  Euripides G. M. Petrakis,et al.  DS4: A Distributed Social and Semantic Search System , 2013, ECIR.

[6]  Ming Zhong,et al.  Popularity-Biased Random Walks for Peer-to-Peer Search under the Square-Root Principle , 2006, IPTPS.

[7]  M. Nowak Five Rules for the Evolution of Cooperation , 2006, Science.

[8]  Li Wang SoFA: An expert-driven, self-organization peer-to-peer semantic communities for network resource management , 2011, Expert Syst. Appl..

[9]  Valeria De Antonellis,et al.  Service-Based Semantic Search in P2P Systems , 2009, 2009 Seventh IEEE European Conference on Web Services.

[10]  Matthias Klusch,et al.  RS2D: Fast Adaptive Search for Semantic Web Services in Unstructured P2P Networks , 2006, International Semantic Web Conference.

[11]  Dean Allemang,et al.  The Semantic Web - ISWC 2006, 5th International Semantic Web Conference, ISWC 2006, Athens, GA, USA, November 5-9, 2006, Proceedings , 2006, SEMWEB.

[12]  Paolo Traverso,et al.  Service-Oriented Computing: State of the Art and Research Challenges , 2007, Computer.

[13]  Michael W. Macy,et al.  In Search of Excellence: Fads, Success Stories, and Adaptive Emulation1 , 2001, American Journal of Sociology.

[14]  Yair M. Babad,et al.  Matchmaking software agents in B2B markets , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[15]  Vicent J. Botti,et al.  Enhancing decentralized service discovery in open service-oriented multi-agent systems , 2012, Autonomous Agents and Multi-Agent Systems.

[16]  C. Hauert,et al.  Via Freedom to Coercion: The Emergence of Costly Punishment , 2007, Science.

[17]  Gauthier Picard,et al.  Criteria for the evaluation of self-* systems , 2010, SEAMS '10.

[18]  Peter Ingwersen,et al.  Developing a Test Collection for the Evaluation of Integrated Search , 2010, ECIR.