Abstract
Interaction among agents about reputation is essential to accelerate the convergence of the reputation evaluation. Semantic heterogeneity of different reputation models makes agent interaction a problem, especially in open MAS. We propose in this paper a service oriented architecture, SOARI, to deal with this problem. Namely, SOARI is composed of an external Ontology Mapping Service (OMS) and an agent internal Translator module. This architecture supports concept mapping and translation among reputation model ontologies to a common ontology and vice-versa, thus allowing heterogeneous agents to interoperate about reputation. We present an example of the OMS’s use, by showing the mapping of two reputation models to a common ontology. Finally, we illustrate the use of the whole SOARI architecture in a simplified electronic commerce scenario. These experiments have enabled us to analyze the limitations and advantages of a hybrid approach for heterogeneous agents interoperation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bechhofer, S., Harmelen, F., Hendler, J., Horrocks, I., McGuiness, D.L., Patel-Schneider, P.F., Stein, L.A.: OWL web ontology language reference. W3C recommendation, W3C (February 2004)
Beckett, D., Broekstra, J.: Sparql query results XML format. W3C recommendation, W3C (January 2008)
Booth, D., Haas, H., McCabe, F., Newcomer, E., Champion, M., Ferris, C., Orchard, D.: Web services architecture. W3C recommendation, W3C (February 2004)
Brandão, A.A.F., Vercouter, L., Casare, S., Sichman, J.S.: Extending the art testbed to deal with heterogeneous agent reputation models. In: Proceedings of Workshop on Trust in Agent Societies (2007)
Casare, S., Sichman, J.S.: Using a functional ontology of reputation to interoperate different agent reputation models. Journal of the Brazilian Computer Society 11(2), 79–94 (2005)
Castelfranchi, C., Falcone, R.: Principles of trust in mas: Cognitive anatomy, social importance and quantification. In: ICMAS 1998, pp. 72–79 (1998)
Conte, R., Paolucci, M.: Reputation in Artificial Societies. Social Beliefs for Social Order. Kluwer Academic Publishers, Boston (2002)
Coutinho, L., Brandão, A.A.F., Sichman, J.S., Boissier, O.: Model-driven integration of organizational models. In: Proceedings of the 9th International Workshop on Agent Oriented Software Engineering (2008)
Gruber, T.R.: A translation approach to portable ontology specifications. Knowledge Acquisition 5(2), 199–220 (1993)
Horridge, M., Knublauch, H., Rector, A., Stevens, R., Wroe, C.: A practical guide to building owl ontologies using the protégé-owl plugin and coode tools edition 1.0. Technical report, The University Of Manchester Stanford University (2004)
Kalfoglou, Y., Schorlemmer, M.: Ontology mapping: the state of the art. The Knowledge Engineering Review 18, 1–31 (2003)
Müller, G., Vercouter, L.: L.i.a.r. achieving social control in open and decentralised multi-agent systems. Technical report, Ecole Nationale Supérieure des Mines de Saint-Etienne (2008)
Prud’hommeaux, E., Seaborne, A.: Sparql query language for rdf (working draft). Technical report, W3C (March 2007)
Sabater, J., Paolucci, M., Conte, R.: Repage: Reputation and image among limited autonomous partners. Journal of Artificial Societies and Social Simulation 9(2) (2006)
Sabater, J., Sierra, C.: Social regret, a reputation model based on social relations. Journal SIGecom Exch. 2(1), 44–56 (2001)
Sirin, E., Parsia, B., Grau, B.C., Kalyanpur, A., Katz, Y.: Pellet: A practical owl-dl reasoner. Journal of Web Semantics (2006)
Vercouter, L., Casare, S., Sichman, J.S., Brandão, A.A.F.: An experience on reputation models interoperability based on a functional ontology. In: Proceedings of 20th International Joint Conference on Artificial Intelligence (IJCAI 2007) (2007)
Visser, U., Stuckenschmidt, H., Wache, H., Vögele, T.: Enabling technologies for inter-operability. In: Workshop on the 14th International Symposium of Computer Science for Environmental Protection (2000)
Wooldridge, M.: An Introduction to MultiAgent Systems. John Wiley & Sons, Chichester (2002)
Zacharia, G., Maes, P.: Trust management through reputation mechanisms. Journal of Applied Artificial Intelligence 14(2), 881–907 (2000)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Nardin, L.G., Brandão, A.A.F., Sichman, J.S., Vercouter, L. (2008). SOARI: A Service Oriented Architecture to Support Agent Reputation Models Interoperability. In: Falcone, R., Barber, S.K., Sabater-Mir, J., Singh, M.P. (eds) Trust in Agent Societies. TRUST 2008. Lecture Notes in Computer Science(), vol 5396. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92803-4_15
Download citation
DOI: https://doi.org/10.1007/978-3-540-92803-4_15
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-92802-7
Online ISBN: 978-3-540-92803-4
eBook Packages: Computer ScienceComputer Science (R0)