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Toward incorporating emotions with rationality into a communicative virtual agent
Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Kyoto, Japan. (AASS)ORCID iD: 0000-0002-0305-3728
Department of Informatics, Munich University of Technology, Munich, Germany.
Department of Informatics, Munich University of Technology, Munich, Germany.
Plekhanov Russian Academy of Economics, Moscow, Russia.
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2011 (English)In: AI & Society: The Journal of Human-Centred Systems and Machine Intelligence, ISSN 0951-5666, E-ISSN 1435-5655, Vol. 26, no 3, p. 275-289Article in journal (Refereed) Published
Abstract [en]

This paper addresses the problem of human–computer interactions when the computer can interpret and express a kind of human-like behavior, offering natural communication. A conceptual framework for incorporating emotions with rationality is proposed. A model of affective social interactions is described. The model utilizes the SAIBA framework, which distinguishes among several stages of processing of information. The SAIBA framework is extended, and a model is realized in human behavior detection, human behavior interpretation, intention planning, attention tracking behavior planning, and behavior realization components. Two models of incorporating emotions with rationality into a virtual artifact are presented. The first one uses an implicit implementation of emotions. The second one has an explicit realization of a three-layered model of emotions, which is highly interconnected with other components of the system. Details of the model with implicit implementation of emotional behavior are shown as well as evaluation methodology and results. Discussions about the extended model of an agent are given in the final part of the paper.

Place, publisher, year, edition, pages
London, United Kingdom: Springer, 2011. Vol. 26, no 3, p. 275-289
Keywords [en]
Virtual agent, Human-agent interactions, Emotional intelligence, Embodied conversation agent, Belief-desire-intention agent
National Category
Human Computer Interaction Computer Sciences
Identifiers
URN: urn:nbn:se:oru:diva-41017DOI: 10.1007/s00146-010-0309-zScopus ID: 2-s2.0-79960635873OAI: oai:DiVA.org:oru-41017DiVA, id: diva2:779348
Available from: 2015-01-12 Created: 2015-01-12 Last updated: 2018-05-06Bibliographically approved

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Kiselev, Andrey

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