Toward Affective Dialogue Modeling using Partially Observable Markov Decision Processes

Bui, T.H. and Zwiers, J. and Poel, M. and Nijholt, A. (2006) Toward Affective Dialogue Modeling using Partially Observable Markov Decision Processes. In: Proceedings of the 1st workshop on Emotion and Computing – Current Research and Future Impact, 19 Jun 2006, Bremen, Germany.

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Abstract:	We propose a novel approach to developing a dialogue model which is able to take into account some aspects of the user’s emotional state and acts appropriately. The dialogue model uses a Partially Observable Markov Decision Process approach with observations composed of the observed user’s emotional state and action. A simple example of route navigation is explained to clarify our approach and preliminary results & future plans are briefly discussed.
Item Type:	Conference or Workshop Item
Faculty:	Electrical Engineering, Mathematics and Computer Science (EEMCS)
Research Group:	Human Media Interaction (HMI)
Link to this item:	http://purl.utwente.nl/publications/66792
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