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Explaining Negotiation: Obtaining a Shared Mental Model of Preferences

  • Iris van de Kieft
  • Catholijn M. Jonker
  • M. Birna van Riemsdijk
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6704)

Abstract

Negotiation support systems (NSSs) aim to assist people during the complex process of negotiation. We argue that having a shared mental model of the negotiation task enables and enhances the collaboration between the human negotiator and the NSS. This paper presents an analysis of negotiation that results in a set of concepts that a shared mental model of the user and the NSS should contain. Discrepancies between the individual mental models can arise for various reasons, such as the constructive nature of preferences. Explanation can increase user understanding of the NSS’s reasoning, allowing the user to detect and resolve discrepancies. We therefore propose using explanation to achieve and maintain sharedness. We present a framework that provides a means to generate content for such explanations, where we focus on the mental models of user and opponent preferences.

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References

  1. 1.
    Harvard Business Essentials: Negotiation. Harvard Business School Publishing Corporation, Boston (2003)Google Scholar
  2. 2.
    Amgoud, L., Dimopoulos, Y., Moraitis, P.: A unified and general framework for argumentation-based negotiation. In: Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 1–8. ACM Press, New York (2007)Google Scholar
  3. 3.
    Cannon-Bowers, J., Salas, E., Converse, S.: Shared mental models in expert decision making teams. In: Current Issues in Individual and Group Decision Making, pp. 221–246 (1993)Google Scholar
  4. 4.
    Hindriks, K., Jonker, C.: Creating human-machine synergy in negotiation support systems: towards the pocket negotiator. In: Proceedings of the 1st International Working Conference on Human Factors and Computational Models in Negotiation, pp. 47–54. ACM, New York (2008)Google Scholar
  5. 5.
    Lim, B., Klein, K.: Team mental models and team performance: A field study of the effects of team mental model similarity and accuracy. Journal of Organizational Behavior 27(4), 403–418 (2006)CrossRefGoogle Scholar
  6. 6.
    Mastenbroek, W.: Negotiating as emotion management. Theory, Culture & Society 16(4) (1999)Google Scholar
  7. 7.
    Mathieu, E., Heffner, T., Goodwin, G., Salas, E., Cannon-Bowers, J.: The influence of shared mental models on team process and performance. The Journal of Applied Psychology 85(2), 273–283 (2000)CrossRefGoogle Scholar
  8. 8.
    Moulin, B., Irandoust, H., Bélanger, M., Desbordes, G.: Explanation and argumentation capabilities: Towards the creation of more persuasive agents. Artificial Intelligence Review 17(3), 169–222 (2002)CrossRefMATHGoogle Scholar
  9. 9.
    Pu, P., Chen, L.: Trust-inspiring explanation interfaces for recommender systems. Knowledge-Based Systems 20(6), 542–556 (2007)CrossRefGoogle Scholar
  10. 10.
    Roth-Berghofer, T., Richter, M.: On explanation. Künstliche Intelligenz 22(2), 5–7 (2008)Google Scholar
  11. 11.
    Thompson, L.: The mind and heart of the negotiator. Pearson Prentice Hall, NJ (2005)Google Scholar
  12. 12.
    Tintarev, N., Masthoff, J.: A survey of explanations in recommender systems. In: ICDE 2007 Workshop on Recommender Systems and Intelligent User Interfaces, pp. 801–810 (2007)Google Scholar
  13. 13.
    Ye, L., Johnson, P.: The impact of explanation facilities on user acceptance of expert systems advice. MIS Quarterly 157–172 (1995)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Iris van de Kieft
    • 1
  • Catholijn M. Jonker
    • 1
  • M. Birna van Riemsdijk
    • 1
  1. 1.Man Machine Interaction GroupDelft University of TechnologyDelftThe Netherlands

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