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An Empathic Rational Dialog Agent

  • Magalie Ochs
  • Catherine Pelachaud
  • David Sadek
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4738)

Abstract

Recent research has shown that virtual agent able to express empathic emotions enhances human-machine interaction. In this paper, we present the capabilities that virtual agent should have to be empathic toward a user. Moreover, we propose a computational representation of emotions which may be experienced by a user during a human-machine dialog. This semantically grounded formal representation enables a rational dialog agent to identify from a dialogical situation the empathic emotion and its intensity that he should express.

Keywords

Computational model of emotion empathy rational dialog agent 

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References

  1. Cohen, P.R, Levesque, H.J: Intention is choice with commitment. Artificial Intelligence 42(2-3), 213–232 (1990)zbMATHCrossRefMathSciNetGoogle Scholar
  2. Elliot, C.: The Affective Reasoner: A process model of emotions in a multi-agent system. PhD thesis, Northwestern University (1992)Google Scholar
  3. Gratch, J.: Emile: Marshalling passions in training and education. In: Proceedings of the Fourth International Conference on Autonomous Agents (2000)Google Scholar
  4. Hakansson, J.: Exploring the phenomenon of empathy. PhD thesis, Department of Psychology, Stockholm University (2003)Google Scholar
  5. Klein, J., Moon, Y., Picard, R.: This computer responds to user frustration. In: Proceedings of the Conference on Human Factors in Computing Systems, pp. 242–243. ACM Press, New York (1999)Google Scholar
  6. Lazarus, R.S.: Emotion and adaptation. Oxford University Press, New York (1991)Google Scholar
  7. Louis, V., Martinez, T.: An operational model for the fipa-acl semantics. In: Proceedings of AAMAS (2005)Google Scholar
  8. McQuiggan, S., Lester, J.: Learning empathy: A data-driven framework for modeling empathetic companion agents. In: Proceedings of AAMAS (2006)Google Scholar
  9. Ochs, M., Pelachaud, C., Sadek, D.: Emotion elicitation in an empathic virtual dialog agent. In: Prooceedings of the Second European Cognitive Science Conference (EuroCogSci) (2007)Google Scholar
  10. Ortony, A., Clore, G.L, Collins, A.: The cognitive structure of emotions. Cambridge University Press, United Kingdom (1988)Google Scholar
  11. Pacherie, E.: L’empathie. In: chapter L’empathie et ses degrés, pp. 149–181. Editions Odile Jacob (2004)Google Scholar
  12. Paiva, A., Dias, J., Sobral, D., Woods, S., Hall, L.: Building empathic lifelike characters: the proximity factor. In: Proceedings of the AAMAS Workshop on Empathic Agents (2004)Google Scholar
  13. Poggi, I.: Emotions from mind to mind. In: Proceedings of the AAMAS Workshop on Empathic Agents (2004)Google Scholar
  14. Prendinger, H., Ishizuka, M.: The empathic companion: A character-based interface that addresses users’ affective states. International Journal of Applied Artificial Intelligence 19, 285–297 (2005)Google Scholar
  15. Reilly, S.: Believable Social and Emotional Agents. PhD thesis, Carnegie Mellon University (1996)Google Scholar
  16. Sadek, D.: Attitudes mentales et interaction rationnelle: vers une théorie formelle de la communication. PhD thesis, Université Rennes I (1991)Google Scholar
  17. Scherer, K.: Criteria for emotion-antecedent appraisal: A review. In: Hamilton, V., Bower, G., Frijda, N. (eds.) Cognitive perspectives on emotion and motivation, pp. 89–126. Kluwer Academic Publishers, Dordrecht (1988)Google Scholar
  18. Scherer, K.: Emotion. In: Hewstone, M., Stroebe, W. (eds.) Introduction to Social Psychology: A European perspective, pp. 151–191. Oxford Blackwell Publishers, Oxford (2000)Google Scholar
  19. Searle, J.R.: Speech Acts. Cambridge University Press, United Kingdom (1969)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Magalie Ochs
    • 1
  • Catherine Pelachaud
    • 2
  • David Sadek
    • 1
  1. 1.France Télécom, R&DFrance
  2. 2.Laboratoire LINC, Université Paris 8France

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