MULTI-ATTRIBUTE DECISION MAKING FOR AFFECTIVE BI-MODAL INTERACTION IN MOBILE DEVICES

Efthymios Alepis, Maria Virvou, Katerina Kabassi

Abstract

This paper presents how multi attributes decision making is used for affective interaction in mobile devices. The system bases its inferences about users’ emotions on user input evidence from the keyboard and the microphone of the mobile device. The actual combination of evidence from these two modes of interaction has been performed based on an innovative inference mechanism for emotions and a multi-attribute decision making theory. The mechanism that integrates the inferences form the two modes has been based on the results of two empirical studies, with the participation of human experts and possible users of the system.

References

  1. Alepis, E., Virvou, M., Kabassi, K., 2007. Knowledge Engineering for Affective Bi-modal Human-Computer Interaction, SIGMAP.
  2. Fishburn, P.C., 1967. Additive Utilities with Incomplete Product Set: Applications to Priorities and Assignments, Operations Research.
  3. Goleman, D., 1995. Emotional Intelligence, Bantam Books, New York .
  4. Hwang, C.L., Yoon, K., 1981. Multiple Attribute Decision Making: Methods and Applications. Lecture Notes in Economics and Mathematical Systems 186, Springer, Berlin/Heidelberg/New York.
  5. Leon, E., Clarke, G., Gallaghan, V., Sepulveda, F., 2007. A user-independent real-time emotion recognition system for software agents in domestic environments. Engineering applications of artificial intelligence, 20 (3): 337-345.
  6. Pantic, M., Rothkrantz, L.J.M., 2003. Toward an affectsensitive multimodal human-cumputer interaction. Vol. 91, Proceedings of the IEEE, Institute of Electrical and Electronics Engineers, pp. 1370-1390.
  7. Picard, R.W., 2003. Affective Computing: Challenges. Int. Journal of Human-Computer Studies, Vol. 59, Issues 1-2, pp. 55-64.
  8. Stathopoulou, I.O., Tsihrintzis, G.A., 2005. Detection and Expression Classification System for Face Images (FADECS), IEEE Workshop on Signal Processing Systems, Athens, Greece.
Download


Paper Citation


in Harvard Style

Alepis E., Virvou M. and Kabassi K. (2008). MULTI-ATTRIBUTE DECISION MAKING FOR AFFECTIVE BI-MODAL INTERACTION IN MOBILE DEVICES . In Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2008) ISBN 978-989-8111-60-9, pages 376-379. DOI: 10.5220/0001935103760379


in Bibtex Style

@conference{sigmap08,
author={Efthymios Alepis and Maria Virvou and Katerina Kabassi},
title={MULTI-ATTRIBUTE DECISION MAKING FOR AFFECTIVE BI-MODAL INTERACTION IN MOBILE DEVICES},
booktitle={Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2008)},
year={2008},
pages={376-379},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001935103760379},
isbn={978-989-8111-60-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications - Volume 1: SIGMAP, (ICETE 2008)
TI - MULTI-ATTRIBUTE DECISION MAKING FOR AFFECTIVE BI-MODAL INTERACTION IN MOBILE DEVICES
SN - 978-989-8111-60-9
AU - Alepis E.
AU - Virvou M.
AU - Kabassi K.
PY - 2008
SP - 376
EP - 379
DO - 10.5220/0001935103760379