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