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FuzzyMAN: An Agent-Based Electronic Marketplace with a Multilateral Negotiation Protocol

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Multiagent System Technologies (MATES 2004)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3187))

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Abstract

In this paper, conceptual foundations, the architecture, and the implementation of an agent-based electronic marketplace, FuzzyMAN (Fuzzy Multi-Agent Negotiations) are presented. Software agents on that marketplace negotiate about multiple issues according to a multilateral negotiation protocol. This protocol is based on a sequence of bilateral negotiations and on a pre-selection procedure which chooses suitable partners for negotiations first. Special attention is given to the feature that the agents’ preferences are expressed in fuzzy terms. The application domain for our exemplary implementation is buying and selling “labor”. Agents act on behalf of employers (looking for employees) and employees (looking for jobs). A mediator agent in FuzzyMAN supervises and coordinates the actions on the marketplace. Characteristics of the architecture and its implementation are described. Open research questions are discussed in the final section.

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References

  1. Adams, G., Rausser, G., Simon, L.: Modelling Multilateral Negotiation: An Application to California Water Policy. J. Economic Behaviour and Organization 10, 97–111 (1996)

    Article  Google Scholar 

  2. Anthony, P., Jennings, N.R.: Evolving Bidding Strategies for Multiple Auctions. In: van Harmelen, F. (ed.) Proc. 15th European Conf. Artificial Intelligence, pp. 178–182. IOS Press, Amsterdam (2002)

    Google Scholar 

  3. Beam, C., Segev, A.: Automated Negotiation: A Survey of the State of the Art. CITM Working Paper 96-WP-1022 (1996)

    Google Scholar 

  4. Bichler, M.; Kalagnanam, J.: Bidding Languages and Winner Determination in Multi-attribute Auctions., European Journal of Operational Research (IBM Research Report RC22478) (2003) (to appear), http://ibis.in.tum.de/staff/bichler/docs/RC22478.pdf

  5. Bussmann, S., Jennings, N.R., Wooldridge, M.J.: On the identification of agents in the design of production control systems. In: Ciancarini, P., Wooldridge, M. (eds.) Agent-Oriented Software Engineering, pp. 141–162. Springer, Berlin (2001)

    Chapter  Google Scholar 

  6. Faratin, P.: Automated Service Negotiation Between Autonomous Computational Agents. PhD thesis, Univ. of London, Queen Mary College (2000)

    Google Scholar 

  7. Faratin, P., Sierra, C., Jennings, N.R.: Using similarity criteria to make trade-offs in automated negotiations. Artificial Intelligence 142(2), 205–237 (2002)

    Article  MathSciNet  Google Scholar 

  8. Faratin, P., Sierra, C., Jennings, N.R.: Negotiation decision functions for autonomous agents. Robotics and Autonomous Systems 24, 159–182 (1998)

    Article  Google Scholar 

  9. Fatima, S., Wooldridge, M., Jennings, N.R.: An agenda based framework for multi-issues negotiation. Artificial Intelligence Journal 152, 1–45 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  10. Fatima, S.S., Wooldridge, M.J., Jennings, N.R.: Multi-issue negotiation under time constraints. In: Proc. 1st Int. Joint Conf. On Autonomous Agents and Multi-Agent Systems, Bologna, Italy, pp. 143–150 (2002)

    Google Scholar 

  11. FIPA - Foundation for Intelligent Physical Agents. FIPA Specifications (2003), available at http://www.fipa.org/specifications/index.html

  12. Jennings, N.R., Faratin, P., Lomuscio, A.R., Parsons, S., Wooldridge, M.: Automated negotiation: prospects, methods and challenges. Group Decision and Negotiation 10, 199–215 (2001)

    Article  Google Scholar 

  13. Jennings, N.R., Faratin, P., Norman, T.J., O’Brien, P., Odgers, B., Alty, J.L.: Implementing a Business Process Management System using ADEPT: A Real-World Case Study. Int. Journal of Applied Artificial Intelligence 14, 421–465 (2000)

    Article  Google Scholar 

  14. He, M., Jennings, N.R., Leung, H.: On agent-mediated electronic commerce. IEEE Trans. on Knowledge and Data Engineering 15, 985–1003 (2003)

    Article  Google Scholar 

  15. Kraus, S.: Strategic negotiation in multi-agent environments. The MIT Press, Cambridge (2001)

    Google Scholar 

  16. Kurbel, K., Loutchko, I.: Towards multi-agent electronic marketplaces: what is there and what is missing? The Knowledge Engineering Review 18, 33–46 (2003)

    Article  Google Scholar 

  17. Kurbel, K., Loutchko, I.: Multi-agent negotiation under time constraints on an agentbased marketplace for personnel acquisition. In: Dittmar, T., Franzzyk, B., Hofmann, R., et al. (eds.) Proceedings of the 3rd International Symposium on Multi-Agent Systems, Large Complex Systems, and E-Business (MALCEB 2002), pp. 566–579 (2002)

    Google Scholar 

  18. Lopesa, F., Mamedeb, N., Novaisa, A.Q., Coelhoc, H.: A negotiation model for autonomous computational agents: Formal description and empirical evaluation. Journal of Intelligent & Fuzzy Systems 12, 195–212 (2002)

    Google Scholar 

  19. Ma, M.: Agents in E-Commerce. Comm. ACM 42, 79–80 (1999)

    Article  Google Scholar 

  20. Nwana, H.S., Ndumu, D.T.: A perspective on software agent research. The Knowledge Engineering Review 14 (2), 125–142 (1999)

    Article  Google Scholar 

  21. Owen, M.J., Lee, L., Sewell, G., Steward, S., Thomas, D.: Multi-agent trading environment. BT Technology Journal 17, 33–43 (1999)

    Article  Google Scholar 

  22. Sandholm, T.: Agents in electronic commerce: component technologies for automated negotiation and coalition formation. Autonomous Agents and Multi-Agent Systems 3, 73–96 (2000)

    Article  Google Scholar 

  23. Sandholm, T.: eMediator: A Next Generation Electronic Commerce server. In: In: Proc. AAAI 1999 Workshop (1999)

    Google Scholar 

  24. Sierra, C., Dignum, F.: Agent-Mediated Electronic Commerce: Scientific and Technological Roadmap. In: Dignum, F., Sierra, C. (eds.) Agent Mediated Electronic Commerce, pp. 1–18. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  25. Teuteberg, F., Kurbel, K.: Simulation des Agentenverhaltens auf einem elektronischen Marktplatz zur Personalakquisition. In: Weinhardt, C., Holtmann, C. (eds.) ECommerce: Netze, Märkte, Technologien, Heidelberg pp. 253–271 (2002)

    Google Scholar 

  26. Teuteberg, F.: Experimental Evaluation of a Model for Multilateral Negotiation with Fuzzy Preferences on an Agent-based Marketplace. In: Müller, J., Maass, W., Schmid, B., Pavlikova, L. (eds.) Electronic Markets: The International Journal of Electronic Commerce & Business Media 13(1), pp. 21–32 (2003)

    Google Scholar 

  27. Veit, D.: Matchmaking in Electronic Markets: An Agent-Based Approach towards Matchmaking in Electronic Negotiations. Lecture Notes in Artificial Intelligence, Vol. 2882, Springer: Berlin, 2003.

    Book  Google Scholar 

  28. Ye, Y., Liu, J., Moukas, A.: Agents in Electronic Commerce. Electronic Commerce Research 1, 9–14 (2001)

    Article  Google Scholar 

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Kurbel, K., Loutchko, I., Teuteberg, F. (2004). FuzzyMAN: An Agent-Based Electronic Marketplace with a Multilateral Negotiation Protocol. In: Lindemann, G., Denzinger, J., Timm, I.J., Unland, R. (eds) Multiagent System Technologies. MATES 2004. Lecture Notes in Computer Science(), vol 3187. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30082-3_10

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  • DOI: https://doi.org/10.1007/978-3-540-30082-3_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23222-3

  • Online ISBN: 978-3-540-30082-3

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