Toward Affective Dialogue Modeling using Partially Observable Markov Decision Processes


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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 (pp. pp. 47-50).

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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)
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Link to this item:http://purl.utwente.nl/publications/66792
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