Title :
The Research on User Modeling for Personalized Affective Computing
Author :
Juanjuan, Zhao ; Junjie, Chen
Author_Institution :
Comput. & Software Coll., Taiyuan Univ. of Technol., Taiyuan
Abstract :
To improve the existing current user models, a novel based affective-based model that incorporates personality is proposed. To simulate the transitional process of emotions better, some important psychological factors are involved in this user model, such as personality influence, activation threshold, emotion elicitors, emotion decay, emotion interactions and so on. Moreover, on the basis of the model, a personalized user affective system is designed and implemented. The results show that our model complies with the nature law of human emotion and personality, and is superior to other current affective models.
Keywords :
psychology; user modelling; activation threshold; affective-based model; emotion decay; emotion elicitor; emotion interaction; human emotion; human personality; personality influence; personalized affective computing; psychological factors; user modeling; Biological system modeling; Cognitive science; Computational modeling; Computer science; Educational institutions; Humans; Information technology; Mood; Psychology; Software engineering; affective Computing; affective user modeling; emotion; personalized services;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.1056