DocumentCode :
3455381
Title :
An intensity-based personalized affective model
Author :
Hu, Keyou ; Guo, Shangbo ; Pang, Na ; Wang, Heping
Author_Institution :
Comput. & Software Coll., Taiyuan Univ. of Technol., Taiyuan
fYear :
2007
fDate :
15-18 Dec. 2007
Firstpage :
2212
Lastpage :
2215
Abstract :
Emotion plays an important role in human life, especially in affective human-computer interaction. Affective computing and artificial psychology are new research fields that involve computer and emotions, they have the same key research aspect, affective modeling. To improve the existing affective models, this article constructs a novel intensity-based affective model that incorporates personality and some psychological factors. To simulate the transitional process of emotions better, some important psychological factors are considered in this affective model, such as activation threshold, emotion elicitors, emotion decay, emotion interactions and so on. Moreover, on the basis of the model, an emotional prediction system is designed and implemented. After volunteers´ tests, the system got good effect.
Keywords :
artificial intelligence; human computer interaction; activation threshold; artificial psychology; emotion decay; emotion elicitors; emotion interactions; emotional prediction system; human-computer interaction; intensity-based personalized affective model; psychological factors; transitional process; Biomimetics; Computational modeling; Educational institutions; Emotion recognition; Human robot interaction; Oceans; Power system modeling; Predictive models; Psychology; Software; OCEAN Model; activation threshold; affective intensity; emotion decay;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-1761-2
Electronic_ISBN :
978-1-4244-1758-2
Type :
conf
DOI :
10.1109/ROBIO.2007.4522513
Filename :
4522513
Link To Document :
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