Abstract
Electronic Commerce technology has changed the way traditional business is being done. Transactions’ complexity is increased due both to the huge amount of available information and also to the environment dynamics. Moreover, Electronic Commerce has enabled the arising of new economical structures, as it is the case of Virtual Organisations.
Our research aims at providing flexible and general-purpose systems for intelligent negotiation, both for Electronic Commerce and Virtual Organisation formation.
This paper proposes an Electronic Market architecture implemented through a Multi-Agent system. This architecture includes both a specific market agent which plays the role of market coordinator, as well as agents representing the individual business partners with their own goals and strategies. We also include a sophisticated negotiation protocol through multi-criteria and distributed constraint formalisms. An online, continuous reinforcement learning algorithm has been designed to enable agents to adapt themselves according to the changing environment, including the competitor agents.
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References
Bakos Yannis. The Emerging Role of Electronic Marketplaces on the Internet. Communications of the ACM, Vol. 41, No. 8, pp. 35–42, August 1998.
Chavez Anthony, Maes Pattie. Kasbah: An Agent Marketplace for Buying and Selling Goods. Proceedings of the First International Conference on the Practical Application of Intelligent Agents and Multi Agent Technology, London, UK, April 1996.
Faisst Wolfgang. Information Technology as an Enabler of Virtual Enterprises: A Life-Cycle-Oriented Description. Proceedings of the European Conference on Virtual Enterprises and Networked Solutions. Paderborn, Germany, April 1997.
Finin Tim, Labrou Yannis, James Mayfield. KQML as an agent communication language. Software Agents. Jeff Bradshaw (Ed.), MIT Press, 1997.
Fischer Klaus, Muller Jorg, Heimig Ingo, Scheer A-W. Intelligent Agents in Virtual Enterprises. Proceedings of the First International Conference on the Practical Application of Intelligent Agents and Multi Agent Technology. London, UK, April 1996.
Guttman Robert H., Moukas Alexandros G., Maes Pattie. Agent-Mediated Electronic Commerce: A Survey. Knowledge Engineering Review, June 1998.
Jennings N. R., Farantin P., Johnson M. J., O’Brien P., Wiegand M.E. Using Intelligent Agents to manage Business Processes. Proceedings of the First International Conference on the Practical Application of Intelligent Agents and Multi Agent Technology. London, UK, April 1996.
Matos Noyda, Sierra Carles. Evolutionary Computing and Negotiating Agents. Proceedings of the Workshop on Agent Mediated Electronic Trading, Second International Conference on Autonomous Agents. Minneapolis, USA, May 1998.
O’Hare G. M. P., Jennings N. R., Foundations of Distributed Artificial Intelligence, John Wiley & Sons, 1996
Oliveira E., Fonseca J. M., Garçã, A. S. MACIV-A DAI Based Resource Management System. International Journal on Applied Artificial Intelligence, Vol. 11, pp. 525–550, 1997.
Oliveira Eugénio, Fonseca José M, Steiger-Garção A. Multi-criteria negotiation on Multi-Agent Systems. Proceedings of the First International Workshop of Central and Eastern Europe on Multi-Agent Systems, St. Petersburg, Russia, June 1999.
Oliveira Eugénio, Fonseca José M, Jennings Nick. Learning to be competitive in the Market. American Association of Artificial Intelligence Workshop on Negotiation, Orlando, USA, July 1999b.
Preece Alun, Hui Kit, Gray Peter. KRAFT: Supporting Virtual Organisations through Knowledge Fusion. (in this same volume)
Rosenschein Jeffrey S., Zlotkin Gilad. Rules of Encounter. MIT Press, 1994.
Sutton R. S., Barto A. G. Reinforcement Learning: An Introduction. MIT Press, Cambridge, MA, 1998.
Tsvetovatyy Maksim, Gini Maria, Mobasher Bamshad, Wieckowski Zbigniew. MAGMA: An Agent-Base Virtual Market for Electronic Commerce. Journal of Applied Artificial Intelligence, Special issue on Intelligent Agents, Vol. 11, No. 6, 1997.
Vulkan Nir, Jennings Nick R. Efficient Mechanisms for the Supply of Services in Multi-Agent Environments. Proceedings of the First International Conference on Information and Computation Economics. Charleston, South Carolina, October 1998.
Yokoo Makoto, Durfee Edmund, Ishida Toru, Kuwabara Kazuhiro. Distributed Constraint Satisfaction for Formalizing Distributed Problem Solving. Proceedings of the Twelfth IEEE International Conference on Distributed Computing systems, June 1992.
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© 2001 Springer-Verlag Berlin Heidelberg
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Oliveira, E., Rocha, A. (2001). Agents Advanced Features for Negotiation in Electronic Commerce and Virtual Organisations Formation Process. In: Dignum, F., Sierra, C. (eds) Agent Mediated Electronic Commerce. Lecture Notes in Computer Science(), vol 1991. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44682-6_5
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DOI: https://doi.org/10.1007/3-540-44682-6_5
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