The Research on Material Selection Algorithm Design with Improved OWA in Affective Regulation System Based on Human-computer Interaction ⋆

According to the achievements of the research on affective recognition based on physiological signal and Gross emotion regulation theory, an affective regulation system was constructed, on the one hand it can monitor the user’s current affection in real time on the other hand it can regulate user’s negative affections by providing an optimal material. Meanwhile, an decision-making algorithm design with improved OWA was used to select the optimal material. At last, an experiment was taken to verify the effectiveness of the improved OWA.

[1]  Benjamin Fonooni.  Rational-Emotional Agent Decision Making Algorithm Design with OWA , 2007 .

[2]  Elisabeth André,et al.  Emotion Recognition Using Physiological and Speech Signal in Short-Term Observation , 2006, PIT.

[3]  Rosalind W. Picard.  Affective Computing , 1997 .

[4]  Rosalind W. Picard.  Computers That Recognize and Respond to User Emotion , 2003, User Modeling.

[5]  M. Ashton,et al.  What is the central feature of extraversion? Social attention versus reward sensitivity. , 2002, Journal of personality and social psychology.

[6]  Dimitar Filev,et al.  On the issue of obtaining OWA operator weights , 1998, Fuzzy Sets Syst..

[7]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decision-making , 1988 .

[8]  J. Gross,et al.  Relations between Affect and Personality: Support for the Affect-Level and Affective-Reactivity Views , 1998 .

[9]  R. Yager,et al.  Learning OWA operator weights from data , 1994, Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference.

[10]  James J Gross,et al.  Individual differences in cognitive reappraisal: experiential and physiological responses to an anger provocation. , 2007, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[11]  J. Gross,et al.  Emotion-Regulation Choice , 2011, Psychological science.

[12]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decisionmaking , 1988, IEEE Trans. Syst. Man Cybern..

[13]  A. Mehrabian.  Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament , 1996 .

[14]  James J. Gross,et al.  Emotion and emotion regulation , 1999 .

[15]  C. Nass,et al.  Emotion in human-computer interaction , 2002 .

[16]  J. Gross.  Emotion regulation: affective, cognitive, and social consequences. , 2002, Psychophysiology.