[1]WANG Wei,WANG Zhi-liang,GU Xue-jing,et al.Complex emotion generating of an emotion model based on HMM[J].CAAI Transactions on Intelligent Systems,2010,5(6):545-550.
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Complex emotion generating of an emotion model based on HMM

CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume: 5 Number of periods: 2010 6 Page number: 545-550 Column: 学术论文—自然语言处理与理解 Public date: 2010-12-25
Title:
Complex emotion generating of an emotion model based on HMM
Author(s):
WANG Wei;  WANG Zhi-liang;  GU Xue-jing;  ZHENG Si-yi 
School of Information Engineering, University of Science and Technology Beijing, Beijing 100083, China
Keywords:
emotion computing;  artificial psychology;  artificial emotion;  HMM emotional model
CLC:
TP31；TP391
DOI:
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Abstract:
Emotion model building provides a way to generate artificial emotion. In addition, it is the foundation of natural humanrobot interaction. In order to solve the problem of the existing hidden Markov model (HMM) only generating basic emotion, an improved model was proposed. It is capable of generating complex emotion. First, the hypothesis terms of the HMM emotion theory were softened, which made one stimuli trigger multiple emotions leading to a simultaneous increase in the intensity of two basic emotions, which universally enhanced the model. Second, an assistance matrix and variable threshold were introduced in order to implement complex emotion computing. Through experimentation, the effect of the model was verified
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