Bilateral Negotiation for Agent-Mediated Electronic Commerce

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 ecommerce 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.

[1]  Sarit Kraus,et al.  Negotiation and Cooperation in Multi-Agent Environments , 1997, Artif. Intell..

[2]  A. Rubinstein Perfect Equilibrium in a Bargaining Model , 1982 .

[3]  Michael Wooldridge,et al.  Intelligent agents: theory and practice The Knowledge Engineering Review , 1995 .

[4]  Sarit Kraus,et al.  Multiagent Negotiation under Time Constraints , 1995, Artif. Intell..

[5]  Nicholas R. Jennings,et al.  Negotiation decision functions for autonomous agents , 1998, Robotics Auton. Syst..

[6]  George Stephanopoulos,et al.  Knowledge-Based System Applications in Engineering Design: Research at MIT , 1989, AI Mag..

[7]  Nicholas R. Jennings,et al.  Determining successful negotiation strategies: an evolutionary approach , 1998, Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160).

[8]  Robert H. Guttman,et al.  Cooperative vs. Competitive Multi-Agent Negotiations in Retail Electronic Commerce , 1998, CIA.

[9]  Catholijn M. Jonker,et al.  An Electronic Market Place: Generic Agent Models, Ontologies and Knowledge. , 1999 .

[10]  Maria L. Gini,et al.  Magma: An Agent Based Virtual Market for Electronic Commerce , 1997, Appl. Artif. Intell..

[11]  Pattie Maes,et al.  Agents that buy and sell , 1999, CACM.

[12]  Pattie Maes,et al.  Kasbah: An Agent Marketplace for Buying and Selling Goods , 1996, PAAM.

[13]  Pattie Maes,et al.  Agent-Mediated Integrative Negotiation for Retail Electronic Commerce , 1998, AMET.

[14]  Giorgos Zacharia,et al.  Agent-Mediated Electronic Commerce: An MIT Media Laboratory Perspective , 2000, Int. J. Electron. Commer..

[15]  Nicholas R. Jennings,et al.  Agents That Reason and Negotiate by Arguing , 1998, J. Log. Comput..

[16]  Michael R. Genesereth,et al.  Software agents , 1994, CACM.

[17]  Robert H. Guttman,et al.  Agents that Buy and Sell: Transforming Commerce as we Know It , 1999 .

[18]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[19]  Nicholas R. Jennings,et al.  A Service-Oriented Negotiation Model between Autonomous Agents , 1997, MAAMAW.

[20]  Pattie Maes,et al.  A Real-Life Experiment in Creating an Agent Marketplace , 1997, Software Agents and Soft Computing.