멀티에이전트 기반 자동협상시스템 개발

Development of an Automated Negotiation System using Multi-Agent Technology

  • 투고 : 2004.09.08
  • 심사 : 2005.02.10
  • 발행 : 2005.03.31

초록

The rapid expansion of the Internet-related technology has changed the current commercial transaction process. In the physical commercial transaction, most deals are accomplished through the negotiation process except a fixed price system. Thus, the negotiation is essential to conclude the business transactions. Especially, under the e-commerce environment, an automated negotiation system is necessary to respond quickly and flexibly to the diverse environmental changes and also to perform negotiations consistently and effectively. To this end, we develop an automated negotiation system using multi-agent technology. This new system includes such functions as creating negotiation proposals automatically, evaluating the counterpart’ proposals, and preparing counter offers.

키워드

참고문헌

  1. Beam, C. and Segev, A.(1997), Automated Negotiations; A Survey of the State of the Art, CMIT Working Paper 97-WP-1022
  2. Chavez, Anrhony, and Maes, P.(1996), Kasbah: An Agent Marketplace for Buying and Selling Goods, MIT Media Lab
  3. Choi, H.R, Kim, HS., Hong, S.G., Park, Y.J.(2001), Park, Y.S., Kang, M.H., A Design of Multi-Agent Framework to Develop Negotiation Systems, Journal of intelligent Information Systems, 9(2), 155-169
  4. Choi, H.R, Kim, H.S Park, B.J.(2003), A Genetic Algorithm-based Scheduling Method for Job Shop Scheduling Problem, Korean Management Science Review, 20(1), The Korean OR/MS Society, 51-64
  5. Faratin, P, Sierra, c., Jennings, N.R (2002), Using similarity criteria to make issue trade-otis in automated negotiations, Artificial Intelligence 142, ELSEVIER, 205-237 https://doi.org/10.1016/S0004-3702(02)00290-4
  6. Fatima, S.S., Wooldridge, M., Jennings, N.R(2004), An agenda-based framework for multi-issue negotiation, Artificial Intelligence 152, ELSEVIER, 1-45 https://doi.org/10.1016/S0004-3702(03)00115-2
  7. Kim, S.H., Jeong, BH, Kim, J.K.(2000), Decision Analysis and its Application, 4th ed, Youngchi
  8. Lennon, J., Liu, H.(2002), HWONS: A Hyperwave Online Negotiation System, Proceedings of of E-Learn ' 02, Montreal, AACE, 573-577
  9. Maes, P Gunman, RH. and Moukas, A.G.(1998), Agent that Buy and Sell: Transforming Commerce as we Know It, MIT Media Lab
  10. Paula, E. G., Ramos, F. S. and Rarnalho, G. L.(2001), Bilateral Negotiation Model for Agent-Mediated Electronic Commerce, Agent-Mediated Electronic Commerce Ill, Springer-Verlag
  11. Suarga, Y.Y., Rose, J.B. and Archer, N.(1998), A Web-based Negotiation Support System, lnternational Journal of Electronic Markets, 8(3)
  12. Tete-a-Tete, http://ecommerce.media.mir.edu/tete-a-tete
  13. Zanakis, S., Solomon, A., Wishart, N., Dublish, W.(1998), Multi-Attribute decision making: A simulation comparison of select method, European Journal of Operational Research, 107,507-529 https://doi.org/10.1016/S0377-2217(97)00147-1
  14. Auction Bot, http://auction.eecs.umich.edu