Skip to main content

Emotional Intelligence: Constructing User Stereotypes for Affective Bi-modal Interaction

  • Conference paper
Knowledge-Based Intelligent Information and Engineering Systems (KES 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4251))

  • 951 Accesses

Abstract

The need of incorporating stereotypes concerning users’ emotional characteristics in affective multi-modal user interfaces is important. To this end we present user stereotypes that we have constructed concerning the emotional behavior of users while they interact with computers. The construction of these user stereotypes have been based on an empirical study. The empirical study has been conducted among different kinds of computer users in terms of how they express emotions while they interact with a through a keyboard and a microphone in a bi-modal kind of interaction. The stereotypes have been incorporated in a user modeling component underlying an affective bi-modal user interface that uses a microphone and a keyboard. Actions of the users in terms of what they said and/or what they typed computer in the context of typical interaction situations are interpreted in terms of their feelings so that appropriate affective messages may be generated.

Support for this work was provided by the General Secretariat of Research and Technology, Greece, under the auspices of the PENED program.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Elfenbein, H.A., Ambady, N.: When Familiarity Breeds Accuracy: Cultural Exposure and Facial Emotion Recognition. Journal of Personality and Social Psychology 85(2), 276–290 (2003)

    Article  Google Scholar 

  2. Goleman, D.: Emotional Intelligence. Bantam Books, New York (1995)

    Google Scholar 

  3. Kay, J.: Stereotypes, student models and scrutability. In: Gauthier, G., VanLehn, K., Frasson, C. (eds.) ITS 2000. LNCS, vol. 1839, pp. 19–30. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  4. Moriyama, T., Ozawa, S.: Measurement of Human Vocal Emotion Using Fuzzy Control. Systems and Computers in Japan 32(4) (2001)

    Google Scholar 

  5. Moriyama, T., Saito, H., Ozawa, S.: Evaluation of the Relation between Emotional Concepts and Emotional Parameters in Speech. Systems and Computers in Japan 32(3) (2001)

    Google Scholar 

  6. Oviatt, S.: User-modeling and evaluation of multimodal interfaces. Proceedings of the IEEE, pp. 1457–1468 (2003)

    Google Scholar 

  7. Pantic, M., Rothkrantz, L.J.M.: Toward an affect-sensitive multimodal human-computer interaction. Proceedings of the IEEE 91, 1370–1390 (2003)

    Google Scholar 

  8. Picard, R.W.: Affective Computing: Challenges. Int. Journal of Human-Computer Studies 59(1-2), 55–64 (2003)

    Article  Google Scholar 

  9. Picard, R.W., Klein, J.: Computers that recognise and respond to user emotion: theoretical and practical implications. Interacting with Computers 14, 141–169 (2002)

    Article  Google Scholar 

  10. Rich, E.: Users are individuals: individualizing user models. International Journal of Man-Machine Studies 18, 199–214 (1983)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Alepis, E., Virvou, M. (2006). Emotional Intelligence: Constructing User Stereotypes for Affective Bi-modal Interaction. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2006. Lecture Notes in Computer Science(), vol 4251. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11892960_53

Download citation

  • DOI: https://doi.org/10.1007/11892960_53

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-46535-5

  • Online ISBN: 978-3-540-46536-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics