Abstract
One of the main issues in electronic commerce is the inclusion of the negotiation facilities commonly available in human client-vendor interaction in real world commerce. E-commerce negotiation processes have usually been modeled as self-interested multi-agent systems. In these systems buyers and sellers are represented by agents that have opposite demands and decide what to do on the flight, based on the available information. However, currently e-commerce systems, such as Kasbah and Magma [21], provide a small number of bilateral negotiation facilities. Fortunately, some general negotiation models could be at first applied to e-commerce domain. This is typically the case of Faratin’s model, which can be seen as an extension of Kasbah’s. In this paper, we propose an original bilateral agent negotiation model, which extends Faratin’s one. We introduce various facilities, such as alternative product suggestion, ultimatum generation, local contract agreements, etc. These facilities intend to grant users with a more flexible e-commerce environment. We present our model formalization, including the knowledge base that determines agent behavior. Some empirical validation is also presented to the case of computer purchase.
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References
Alberts, M., Jonker, C. M., Karami, M., Treur, J.: An electronic Market Place: Generic Agent Models, Ontologies and Knowledge. Workshop on Agents for Electronic Commerce and Managing the Internet-Enabled Supply Chain in 3nd International Conference on Autonomous Agents. Seattle, Washington, May 1, (1999)
Chaves, A., Maes, P.: 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, (1996).
Chaves, A., Dreilinger, D., Gutttman, R., Maes, P.: A Real-Life Experiment in Creating an Agent Marketplace. Proceedings of the Second International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology (PAAM’97). London, UK, (1997).
de Paula, G. E., Ramos, F. S., Ramalho, G. L.. Electronic Commerce Negotiation Model Formalization. Technical report UFPE-DI 99-20. 1999
Faratin, P., Sierra, C., Jennings, N. R.: Negotiation decision Function for Autonomous Agents. Int. Journal of Robotics and Autonomous Systems 24 (3–4) 159–182, (1998).
Fudenberg, D., Tirole, J.: Game Theory, Fourth printing, MIT, (1995).
Guttman, R., Maes, P.: Cooperative vs. Competitive Multi-agent Negotiations in Retail Electronic Commerce. Proceedings of the Second International Workshop on Cooperative Information Agents (CIA’98). Paris, France, (1998).
Guttman, R., Maes, P.: Agent-mediated Integrative Negotiation for Retail Electronic Commerce. Proceedings of the Workshop on Agent Mediated Electronic Trading (AMET’98), (1998).
Jennings, N. R., Sycara, K. P., Wooldridge, M.: A Roadmap of Agent Research and Development. Autonomous Agents and Multi-Agent System, 1, pages 275–306, (1998).
Jennings, N. R., Wooldridge, M. J.: Software Agents. IEE Review, January, 17–20, (1996).
Kraus, S.: Negotiation and Cooperation in Multi-Agent Environments. Artificial Intelligence journal, Special Issue on Economic Principles of Multi-Agent Systems, 94(1–2):79–98, (1997).
Kraus, S., Wilkenfeld, J., Zlotkin, G.: Multi-agent Negotiation Under Time Constraints. Artificial Intelligence journal, 75(2):297–345, (1995).
Maes, P., Guttman, R. H. Moukas, A. G.: Agents that Buy and Sell: Transforming Commerce as we Know it. Submitted to the Communication of the ACM, march (1999).
Matos, N., Sierra, C., Jennings, N. R.. Determining successful negotiation strategies: an evolutionary approach Proc. 3rd Int. Conf. on Multi-Agent Systems (ICMAS-98), Paris, France 182–189. (1998).
Moukas, A. G., Guttman, R. H., Maes, P.: Agent-mediated Electronic Commerce: An MIT Media Laboratory Perspective. Proceedings of the First International Conference on Electronic Commerce (ICEC’98), Seoul, Korea, (1998).
Parsons, S., Sierra, C., Jennings, N. R.: Agents that reason and negotiate by arguing. Journal of Logic and Computation 8 (3) 261–292, (1998).
Rubinstein, A.: Perfect Equilibrium in a Bargain Model. Econometrica, 50(1):97–109. (1982)
Sierra, C., Faratin, P., Jennings, N. R.: A Service-Oriented Negotiation Model between Autonomous Agents. Proceedings of 8th European Workshop on Modeling Autonomous Agents in a Multi-Agent World (MAAMAW-97), Ronneby, Sweden, pages 17–35, (1997).
Sycara, K. P.: Multi-agent systems. AI Magazine, Vol. 10, No. 2, pp. 79–93, (1998).
Tsvetovatyy, M., Gini, M., Mobasher, B., Wieckowski, Z.: MAGMA: An Agent-Based virtual Market for Electronic-Commerce. Workshop of AI for Electronic Commerce (AIEC / AAAI99), July 18, (1999).
Woodridge, M., Jennings, N. R.: Intelligent Agent: Theory and practice. The Knowledge Engendering Review. 10(2):115–152, (1995).
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de Paula, G.E., Ramos, F.S., Ramalho, G.L. (2001). Bilateral Negotiation Model for Agent-Mediated Electronic Commerce. In: Dignum, F., Cortés, U. (eds) Agent-Mediated Electronic Commerce III. AMEC 2000. Lecture Notes in Computer Science(), vol 2003. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44723-7_1
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DOI: https://doi.org/10.1007/3-540-44723-7_1
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