Affective computing: challenges
International Journal of Human-Computer Studies - Application of affective computing in humanComputer interaction
Bimodal HCI-related affect recognition
Proceedings of the 6th international conference on Multimodal interfaces
Analysis of emotion recognition using facial expressions, speech and multimodal information
Proceedings of the 6th international conference on Multimodal interfaces
Toward a decision-theoretic framework for affect recognition and user assistance
International Journal of Human-Computer Studies - Human-computer interaction research in the managemant information systems discipline
Editorial: Evaluating affective interactions
International Journal of Human-Computer Studies
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This paper presents the development process of an Intelligent Tutoring System that performs emotion recognition on the basis of two modalities: keyboard and microphone. The system uses a multi-criteria theory to combine information about the user emotions through the two modalities. In this paper we focus on presenting and discussing the experimental studies that were conducted for the purposes of the design of the system. The experimental studies yield results concerning the way that human observers perform emotion recognition on other humans and then we show how we use these results to design the reasoning mechanism of the Intelligent Tutoring system that performs emotion recognition.