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Building Reputation-Based Agreements: Collective Opinions as Information Sources

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6541))

Abstract

Reputation mechanisms, which can be used in organisational environments, have been developed during last few years as valid methods to allow agents to better select their partners. In most of works presented in the literature, reputation is summarised as a value, typically a number, that represents an opinion sent by an agent to another about a certain third party. In this work, we put forward a novel concept of reputation-based agreement in order to support the reputation definition, as well as, some desirable properties about it. We define a reputation service that collects opinions from agents, so creating agreements over situations. This service will also be in charge of presenting the information by using different informative mechanisms. On the other hand, we analyse how to enforce agents to send their opinions to the reputation service by adding incentive mechanisms. Finally, two different case studies are presented to exemplify our work.

The present work has been partially funded by the Spanish Ministry of Education and Science under project TIN2006-14630-C03-02 (FPI grants program) and TIN2009-13839-C03-02 and by the Spanish project “Agreement Technologies” (CONSOLIDER CSD2007-0022, INGENIO 2010).

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References

  1. Billhardt, H., Centeno, R., Fernández, A., Hermoso, R., Ortiz, R., Ossowski, S., Pérez, J., Vasirani, M.: Organisational structures in next-generation distributed systems: Towards a technology of agreement. Multiagent and Grid Systems: An International Journal (2009)

    Google Scholar 

  2. Carrascosa, C., Rebollo, M.: Modelling agreement spaces. In: Proc. of WAT@IBERAMIA 2008, pp. 79–88 (2008)

    Google Scholar 

  3. Centeno, R., Billhardt, H., Hermoso, R., Ossowski, S.: Organising mas: A formal model based on organisational mechanisms. In: Proc. of SAC 2009, pp. 740–746 (2009)

    Google Scholar 

  4. Centeno, R., da Silva, V.T., Hermoso, R.: A reputation model for organisational supply chain formation. In: Proc. of the COIN@AAMAS 2009, pp. 33–48 (2009)

    Google Scholar 

  5. Dellarocas, C.: Reputation Mechanisms. In: Handbook on Economics and Information Systems. Elsevier, Amsterdam (2005)

    Google Scholar 

  6. Huynh, T., Jennings, N., Shadbolt, N.: Fire: An integrated trust and reputation model for open multi-agent systems. In: Proc. of the ECAI 2004, pp. 18–22 (2004)

    Google Scholar 

  7. Ignjatovic, A., Foo, N., Lee, C.: An analytic approach to reputation ranking of participants in online transactions. In: Proc. of the WI-IAT 2008, pp. 587–590 (2008)

    Google Scholar 

  8. Josang, A., Ismail, R.: The beta reputation system. In: 15th Bled Electronic Commerce Conference (2002)

    Google Scholar 

  9. Jurca, R., Faltings, B.: An incentive compatible reputation mechanism. In: Proceedings of the AAMAS 2003, pp. 1026–1027. ACM, New York (2003)

    Google Scholar 

  10. Pujol, J., Sangüesa, R., Delgado, J.: Extracting reputation in multi agent systems by means of social network topology. In: Proc. of the AAMAS 2002, pp. 467–474. ACM, New York (2002)

    Google Scholar 

  11. Ramchurn, S., Sierra, C., God, L., Jennings, N.: A computational trust model for multi-agent interactions based on confidence and reputation. In: Proceedings of 6th International Workshop of Deception, Fraud and Trust in Agent Societies, pp. 69–75 (2003)

    Google Scholar 

  12. Sabater, J., Sierra, C.: Reputation and social network analysis in multi-agent systems. In: Proc. of the AAMAS 2002, pp. 475–482. ACM Press, New York (2002)

    Google Scholar 

  13. Sabater, J., Sierra, C.: Review on computational trust and reputation models. Artificial Intelligence Review 24(1), 33–60 (2005)

    Article  MATH  Google Scholar 

  14. Sabater-Mir, J., Pinyol, I., Villatoro, D., Cuní, G.: Towards hybrid experiments on reputation mechanisms: Bdi agents and humans in electronic institutions. In: XII Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2007), vol. 2, pp. 299–308 (2007)

    Google Scholar 

  15. Silva, V., Hermoso, R., Centeno, R.: A hybrid reputation model based on the use of organizations. In: Hübner, J.F., Matson, E., Boissier, O., Dignum, V. (eds.) COIN@AAMAS 2008. LNCS, vol. 5428, pp. 111–125. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

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Centeno, R., Hermoso, R., Torres da Silva, V. (2011). Building Reputation-Based Agreements: Collective Opinions as Information Sources. In: De Vos, M., Fornara, N., Pitt, J.V., Vouros, G. (eds) Coordination, Organizations, Institutions, and Norms in Agent Systems VI. COIN 2010. Lecture Notes in Computer Science(), vol 6541. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21268-0_4

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  • DOI: https://doi.org/10.1007/978-3-642-21268-0_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21267-3

  • Online ISBN: 978-3-642-21268-0

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