Skip to main content

Affective Reasoning Based on Bi-modal Interaction and User Stereotypes

  • Chapter
New Directions in Intelligent Interactive Multimedia

Part of the book series: Studies in Computational Intelligence ((SCI,volume 142))

Abstract

This paper describes a novel research approach for affective reasoning that aims at recognizing user emotions within an educational application. The novel approach is based on information about users that arises from two modalities (keyboard and microphone) and is processed based on a combination of the user stereotypes theory and a decision making theory. The resulting system is called Educational Affective Tutor (EAT). EAT is an educational system that helps students learn geography and supports bi-modal interaction. The main focus of this paper is to show how affect recognition is designed based on and empirical study aimed at finding common user reactions that expressed user feelings while they interacted with computers.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

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

    Article  Google Scholar 

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

    Google Scholar 

  3. 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 

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

    Article  Google Scholar 

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

    Chapter  Google Scholar 

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

    Article  Google Scholar 

  7. Fishburn, P.C.: Additive Utilities with Incomplete Product Set: Applications to Priorities and Assignments. Operations Research (1967)

    Google Scholar 

  8. Hwang, C.L., Yoon, K.: Multiple Attribute Decision Making: Methods and Applications. Lecture Notes in Economics and Mathematical Systems, vol. 186. Springer, Heidelberg (1981)

    MATH  Google Scholar 

  9. Alepis, E., Virvou, M., Kabassi, K.: Knowledge Engineering for Affective Bi-modal Human-Computer Interaction, Sigmap (2007)

    Google Scholar 

  10. Alepis, E., Virvou, M.: Emotional Intelligence: Constructing user stereotypes for affective bi-modal interaction. Lecture notes in Computer Science, pp. 435–442. KES (2006)

    Google Scholar 

  11. Stathopoulou, I.O., Tsihrintzis, G.A.: Detection and Expression Classification System for Face Images (FADECS). In: IEEE Workshop on Signal Processing Systems, Athens, Greece (2005)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

George A. Tsihrintzis Maria Virvou Robert J. Howlett Lakhmi C. Jain

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Alepis, E., Virvou, M., Kabassi, K. (2008). Affective Reasoning Based on Bi-modal Interaction and User Stereotypes. In: Tsihrintzis, G.A., Virvou, M., Howlett, R.J., Jain, L.C. (eds) New Directions in Intelligent Interactive Multimedia. Studies in Computational Intelligence, vol 142. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68127-4_54

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-68127-4_54

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-68126-7

  • Online ISBN: 978-3-540-68127-4

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics