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Developing a Consistent View on Emotion-Oriented Computing

  • Marc Schröder
  • Roddy Cowie
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3869)

Abstract

The network of excellence HUMAINE is currently making a co-ordinated, interdisciplinary effort to develop a consistent view on emotion-oriented computing. This overview paper proposes a “map” of the research area, distinguishing core technologies from application-oriented and psychologically oriented work. First results from the on-going research in the thematic workpackages are reported.

Keywords

Cognitive Architecture Emotion Theory Audiovisual Speech Emotional Interaction Consistent View 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Scherer, K.R.: Introduction: Cognitive components of emotion. In: Davidson, R.J., Goldsmith, H., Scherer, K.R. (eds.) Handbook of the Affective Sciences, pp. 563–571. Oxford University Press, Oxford (2003)Google Scholar
  2. 2.
    Frijda, N.H.: The Emotions. Cambridge University Press, Cambridge, UK (1986)Google Scholar
  3. 3.
    Sokolowski, K.: Emotion und Volition. Hogrefe, Göttingen (1993)Google Scholar
  4. 4.
    Damasio, A.R.: Descartes’ Error: Emotion, Reason, and the Human Brain. Grosset/ Putnam, New York (1994)Google Scholar
  5. 5.
    Frijda, N.H., Mesquita, B.: The social roles and functions of emotions. In: Kitayama, S., Markus, H.R. (eds.) Emotion and Culture, pp. 51–87. United Book Press, Baltimore, MD, USA (1994)Google Scholar
  6. 6.
    Cornelius, R.R.: The Science of Emotion. Research and Tradition in the Psychology of Emotion. Prentice-Hall, Upper Saddle River (1996)Google Scholar
  7. 7.
    Russell, J., Barrett-Feldman, L.: Core affect, prototypical emotional episodes and other things called emotion: dissecting the elephant. Journal of Personality and Social Psychology 76, 37–63 (1999)CrossRefGoogle Scholar
  8. 8.
    Cowie, R., Douglas-Cowie, E., Cox, C.: Beyond emotion archetypes: databases for emotion modelling using neural networks. Neural Networks (Special Issue Emotion and Brain: Understanding Emotions and Modelling their Recognition) (to appear, 2005)Google Scholar
  9. 9.
    Douglas-Cowie, E., Cowie, R.: Report on the first HUMAINE summer school (2004), http://emotion-research.net/ws/summerschool1
  10. 10.
    Scherer, K.R., Roesch, E., et al.: HUMAINE deliverable D3d: Description of potential exemplars: WP3: Theories and Models of Emotion (2004), http://emotionresearch.net/deliverables
  11. 11.
    Douglas-Cowie, E., et al.: HUMAINE deliverable D5d: Multimodal data in action and interaction: a library of recordings and labelling schemes (2004), http://emotionresearch.net/deliverables
  12. 12.
    Douglas-Cowie, E., Campbell, N., Cowie, R., Roach, P.: Emotional speech: Towards a new generation of databases. Speech Communication Special Issue Speech and Emotion 40, 33–60 (2003)zbMATHGoogle Scholar
  13. 13.
    Abrilian, S., Devillers, L., Buisine, S., Martin, J.C.: EmoTV1: Annotation of reallife emotions for the specifications of multimodal affective interfaces. In: Proceedings of HCI International 2005, Las Vegas, USA (to appear, 2005)Google Scholar
  14. 14.
    Batliner, A., Fischer, K., Huber, R., Spilker, J., Nöth, E.: Desperately seeking emotions or: Actors, wizards, and human beings. In: Proceedings of the ISCA Workshop on Speech and Emotion, Northern Ireland, pp. 195–200 (2000)Google Scholar
  15. 15.
    Steidl, S., Hacker, C., Ruff, C., Batliner, A., Nöth, E., Haas, J.: Looking at the last two turns, i’d say this dialogue is doomed – measuring dialogue success. In: Sojka, P., Kopeček, I., Pala, K. (eds.) TSD 2004. LNCS, vol. 3206, pp. 629–636. Springer, Heidelberg (2004)CrossRefGoogle Scholar
  16. 16.
    Wallace, M., Raouzaiou, A., Tsapatsoulis, N., Kollias, S.: Facial expression classification based on MPEG-4 FAPs: The use of evidence and prior knowledge for uncertainty removal. In: Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Budapest, Hungary (2004)Google Scholar
  17. 17.
    Laukka, P.: Vocal expression of emotion: discrete-emotions and dimensional accounts. PhD thesis, Uppsala University (2004)Google Scholar
  18. 18.
    P´elachaud, C., et al.: HUMAINE deliverable D6c: Description of potential exemplars: Interaction (2004), http://emotion-research.net/deliverables
  19. 19.
    Pfleger, N., Alexandersson, J.: Modeling non-verbal behavior in multimodal conversational systems. Information Technology 46, 341–345 (2004)Google Scholar
  20. 20.
    Pélachaud, C.: Non-verbal communication. Presentation at the workshop of the HUMAINE workpackage 6, Emotion in Interaction, Paris, France (2005), http://emotion-research.net/ws/wp6
  21. 21.
    Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotion. Cambridge University Press, Cambridge (1988)Google Scholar
  22. 22.
    Cañamero, L., et al.: HUMAINE deliverable D7c: Description of potential exemplars: Emotion in Cognition and Action (2004), http://emotion-research.net/deliverables
  23. 23.
    Avila-Garcia, O., Cañamero, L.: Using hormonal feedback to modulate action selection in a competitive scenario. In: From Animals to Animats: Proceedings of the 8th International Conference of Adaptive Behavior (SAB 2004), pp. 243–252. MIT Press, Cambridge (2004)Google Scholar
  24. 24.
    Blanchard, A.J., Cañamero, L.: Using visual velocity detection to achieve synchronization in imitation. In: Proceedings of the 3rd International Symposium on Imitation in Animals and Artifacts, Symposium of the AISB 2005 Convention, Hertfordshire, UK (2005)Google Scholar
  25. 25.
    Scherer, K.R., et al.: HUMAINE deliverable D3c: Preliminary plans for exemplars: Theory (2004), http://emotion-research.net/deliverables
  26. 26.
    Rehm, M., André, E.: Informing the design of embodied conversational agents by analysing multimodal politeness behaviors in human-human communication. In: Proc. AISB 2005 Symposium on Conversational Informatics for Supporting Social Intelligence & Interaction (2005)Google Scholar
  27. 27.
    Gebhard, P.: ALMA – a layered model of affect. In: Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), Utrecht (to appear, 2005)Google Scholar
  28. 28.
    Stock, O., et al.: HUMAINE deliverable D8a: Report on basic cues and open research topics in Communication and Emotions (2004), http://emotionresearch.net/deliverables
  29. 29.
    Stock, O., et al.: HUMAINE deliverable D8c: Description of potential exemplars: Communication & Persuasion (2004), http://emotion-research.net/deliverables
  30. 30.
    Stock, O., Strapparava, C.: The act of creating humorous acronyms. Applied Artificial Intelligence 19, 137–151 (2005)CrossRefGoogle Scholar
  31. 31.
    Rehm, M.: Keeping users engaged – analysing gaze behaviours in a multiparty interaction with an eca. In: The workshop of the HUMAINE workpackage 6, Emotion in Interaction, Paris, France (presented, 2005), http://emotionresearch.net/ws/wp6
  32. 32.
    Höök, K., et al.: HUMAINE deliverable D9c: Description of potential exemplars: Usability (2004), http://emotion-research.net/deliverables
  33. 33.
    Höök, K., et al.: HUMAINE deliverable D9a: Usability of emotion oriented systems recommendations green paper (2005), http://emotion-research.net/deliverables
  34. 34.
    Goldie, P., Döring, S.A.: HUMAINE deliverable D0f: Report on Ethical Audit (2004), http://emotion-research.net/deliverables
  35. 35.
    Goldie, P., Döring, S.A., et al.: HUMAINE deliverable D10b: Interim report to plenary meeting on ethical frameworks for emotion-oriented systems 2005 (2005), http://emotion-research.net/deliverables
  36. 36.
    Beauchamp, T.L., Childress, J.F.: Principles of Biomedical Ethics, 5th edn. Oxford University Press, Oxford (2001)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Marc Schröder
    • 1
  • Roddy Cowie
    • 2
  1. 1.DFKI GmbHSaarbrückenGermany
  2. 2.Queen’s UniversityBelfastNorthern Ireland

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