Negotiation by software agents in electronic marketplace

Negotiation, an important facet of business, is an iterative and complex process. Depending on the nature of business and the type of transaction, negotiation criteria, duration and complexity vary widely. An intelligent software agent can help the consumers and enterprises in business negotiation. It can negotiate with humans or with other software agents to arrive at mutually agreeable terms and conditions of a business transaction. For instance, a buyer agent may negotiate with several seller agents, or take part in bidding in an online auction. The online automated negotiation has many advantages and overcomes some of the problems and limitations of human negotiation. In this paper, we identify specific demands on and major issues in online negotiation and outline major negotiation agents developed for electronic marketplace. We also highlight a few research issues for further work.

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

[2]  Tuomas Sandholm,et al.  Nomad: Mobile Agent System for an Internet-Based Auction House , 2000, IEEE Internet Comput..

[3]  Pere Garcia-Calvés,et al.  Designing bidding strategies for trading agents in electronic auctions , 1998, Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160).

[4]  Victor R. Lesser,et al.  Coalitions Among Computationally Bounded Agents , 1997, Artif. Intell..

[5]  Onn Shehory,et al.  Coalition structure generation with worst case guarantees , 2022 .

[6]  Pattie Maes,et al.  Agent-mediated Electronic Commerce : A Survey , 1998 .

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

[8]  Jeffrey S. Rosenschein and Gilad Zlotkin Rules of Encounter , 1994 .

[9]  Michael Wooldridge,et al.  A Classification Scheme for Negotiation in Electronic Commerce , 2001 .

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

[11]  Munindar P. Singh Being Interactive: The Service Web , 2000, IEEE Internet Comput..

[12]  Victor R. Lesser,et al.  Issues in Automated Negotiation and Electronic Commerce: Extending the Contract Net Framework , 1997, ICMAS.

[13]  Rüdiger Zarnekow,et al.  Intelligent Software Agents , 1998, Springer Berlin Heidelberg.

[14]  S. Murugesan,et al.  Intelligent agents on the Internet and Web , 1998, Proceedings of IEEE TENCON '98. IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control (Cat. No.98CH36229).

[15]  Jim R. Oliver A Machine-Learning Approach to Automated Negotiation and Prospects for Electronic Commerce , 1996, J. Manag. Inf. Syst..