Affective interactions: the computer in the affective loop
Proceedings of the 10th international conference on Intelligent user interfaces
StressCam: non-contact measurement of users' emotional states through thermal imaging
CHI '05 Extended Abstracts on Human Factors in Computing Systems
User Modeling in Spoken Dialogue Systems to Generate Flexible Guidance
User Modeling and User-Adapted Interaction
Multimodal affect recognition in learning environments
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic prediction of frustration
International Journal of Human-Computer Studies
Biometric valence and arousal recognition
OZCHI '07 Proceedings of the 19th Australasian conference on Computer-Human Interaction: Entertaining User Interfaces
Food log by analyzing food images
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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This paper presents a novel idea for a smart cooking support system. The system is controlled by an Interaction Reproducing Model (IRM) that adjusts the system output to reproduce ideal interactions between the system and the users, and appropriate advice is provided at the appropriate time. This mechanism is based on the idea that simulation of past interactions between human test subjects and the IRM give the IRM-based support system the ability to provide good supports to the current user. Within this framework, we developed a prototype cooking support system and conducted preliminary experiments. The results show that the system provides supports appropriate to the user's skill level.