Abstract
Internet is becoming an increasingly prosperous network for many types of commerce. Internet Auctions represent a particularly effective form of electronic commerce and have become a promising field for applying agent technologies. In many existing auction sites, some sellers deal in the same sort of goods or their imitations. Buyers bid for each item on sale. Buyers cannot always purchase goods at the lowest price because buyers compete, that is they do not cooperate with each other. Thus, buyers need to search hard to find items they can purchase. In this paper, we propose a bidders support system based on a mediated agent for auctions on the Internet. In our system, buyers can purchase goods at the lowest price by working in cooperation with each other. Each buyer selects an item based on his/her multi-attribute preferences. A mediated agent calculates the buyers’ utilities, and determines the successful bidders. We consider an assumption of linear utility based on multi-attribute utility theory. The advantages of the bidder cooperation support system are as follows. (1) Each buyer can purchase an item at the lowest price. (2) The buyer’s multi-attribute utilities are reflected. (3) The mechanism is robustness for buyer’s anticipating. We conducted an experiment to investigate and compare buyers’ utilities between existing auctions and our system. Our experiment shows that buyers utilities in our system are sufficiently higher than these in existing auctions.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
bidders. http://www.bidders.co.jp/
eBay. http://pages.ebay.com/
toukei. http://www16.big.or.jp/shumaru/
Yahoo. http://auctions.yahoo.co.jp/
Chaves 96. Chavez A., and Maes P.: Kasbah: An agent marketplace for buying and selling goods, in Proceedings of the 1st International Conference and Exhibition on The Practical Application of Intelligent Agents and Multi-Agents (PAAM96), pp. 75–90, 1996.
Guttman 98. Guttman R. H. and Maes P.: Agent-mediated integrative negotiation for retail electronic commerce, in Proceedings of the 2nd International Workshop on Cooperative Information Agents (CIA’98), 1998.
Ito 01. Ito T., Shintani T.: Implementation Technologies for Multiagent Systems and Their Applications, Journal of the Japanese Society for Artificial Intelligence, Vol.16, No.4, pp. 469–475, 2001.
Ito 98. Ito T. and Shintani T.: Utility Revision in a Java-based Group Decision Support System, In the Proceedings of the 5th Pacific Rim International Conferences on Artificial Intelligence (PRICAI’98) Workshop on Java-based Intelligent systems, 1998.
Keeney 76. Keeney R.K. and Raiffa H.: Decisions with Multiple Objects, John Wiley and Sons, New York, 1976.
Leyton-Brown 00. Leyton-Brown K., Shoham Y., Tennenholtz M.: Bidding Clubs: Institutionalized Collusion in Auction, in the proceeding of ACM Conference on Electronic Commerce (EC’00), pp. 253–259, 2000.
Li 02. Li C., Sycara K.: Algorithms for Combinational Coalition Formation and Payoff Division in an Electronic Marketplace, in the proceedings of International Joint Conference on Autonomous Agents and Multi-agent Systems (AAMAS-2002), 2002.
Matsuo 03. Matsuo T., Ito T.: ABidder Group Support System to Participate in Multiple Auctions, in the proceedings of the 1st International Forum on Information and Computer Technology (IFICT 2003), pp.62–67, 2003.
Matsuo 02. Matsuo T., Ito T.: A Decision Support System for Group Buying based on Buyers’ Preferences in Electronic Commerce, in the proceedings of the Eleventh World Wide Web International Conference (WWW-2002), 2002.
Matsuo 02b. Matsuo T., Ito T.: A Designate Bid Reverse Auction for Agent-based Electronic Commerce, in the proceeding of the International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert System(IEA/AIE-2002), Lecture Note in Artificial Intelligence 2358, pp. 460–469, 2002.
Matsuo 02c. Matsuo T., Ito T.: Effects of Nomination in a Multiagent Reverse Auction, in the proceeding of the 6thWorld MultiConference on Systemics, Cybernetics and Informatics (SCI-2002), pp. 199–204, 2002.
Rodriguez 97. Rodriguez J.A., Noriega P., Sierra C., and Padget J.: FM96.5: A Java-based Electronic Auction House, in Proceedings of the 2st International Conference and Exhibition on The Practical Application of Intelligent Agents and Multi-Agents (PAAM97), 1997.
Sandholm 99. Sandholm T.: eMediator: A next generation electronic commerce server, in Proceedings of the Sixteenth National Conference on Artificial Intelligence (AAAI99) AAAI Press, pp. 923–924, 1999.
Shintani 00. Shintani T., Ito T., Sycara K.: Multiple Negotiations among Agents for a Distributed Meeting Scheduler, in the proceeding of the Fourth International Conference on Multi Agent Systems (ICMAS-2000), pp. 435–436, 2000.
Turban 00. Turban E., Lee J., King D., and Chung H. M.: Electronic Commerce: A Managerial Perspective, Pearson Education, 2000.
Varian 00. Varian H. R.: Intermediate Microeconomics: A Modern Approach, 2nd ed., W. W. Norton & Company, 1990.
Wurman 98. Wurman P.R., Wellman M.P., and Walsh W.E.: The Michigan internet auctionbot: A con.gurable auction server for human and software agents, in Proceedings of the 2nd International Conference on Autonomous Agents (Agents-98), 1998.
Yamamoto 01. Yamamoto, J. and Sycara, K.: A Stable and Efficient Buyer Coalition Formation 40 Scheme for E-Marketplaces, in the proceedings of International Joint Conference on Autonomous Agents and Multi-agent Systems (AAMAS-2001), 2001.
Yokoo 00. Makoto Yokoo: Internet Auctions: Theory and Application, Journal of the Japanese Society for Artificial Intelligence, Vol.15, No.3, pp. 404–415, 2000.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Matsuo, T., Ito, T. (2003). A Bidders Cooperation Support System for Agent-Based Electronic Commerce. In: Chung, P.W.H., Hinde, C., Ali, M. (eds) Developments in Applied Artificial Intelligence. IEA/AIE 2003. Lecture Notes in Computer Science(), vol 2718. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45034-3_37
Download citation
DOI: https://doi.org/10.1007/3-540-45034-3_37
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40455-2
Online ISBN: 978-3-540-45034-4
eBook Packages: Springer Book Archive