Affective Information Processing by Jianhua Tao, Tieniu Tan

By Jianhua Tao, Tieniu Tan

Affective details processing is meant to offer desktops the human-like features of remark, interpretation and new release of have an effect on gains. it truly is crucial for ordinary and potent human-computer interplay and has develop into a really sizzling learn topic.

This cutting-edge quantity discusses the most recent advancements in affective info processing, and summarises the foremost applied sciences researched, akin to facial features attractiveness, face animation, emotional speech synthesis, clever brokers, and digital fact. The specified and available assurance features a wide selection of issues, together with components which glance to problem and increase present learn. The ebook is organised into the next themed components to assist the readers of their realizing of the sphere: Cognitive Emotion version, impact in Speech, have an effect on in Face and impact in Multimodal Interaction.

Topics and Features:

• stories at the cutting-edge learn in affective details processing

• Summarises key applied sciences researched over the last few years, corresponding to affective speech processing, affective facial expressions, affective physique gesture and circulation, affective multi-modal structures, etc.

• deals a foundational introductory bankruptcy that grounds readers in center ideas and principles

• Discusses purposes of this expertise, reminiscent of in schooling opposed to bullying

• offers summarising conclusions throughout

• Describes have an effect on in multimodal information

• seems at cognitive emotion modelling in normal language communication

• Explores emotion conception and popularity from speech, and in accordance with multimodal information

• comprises face animation in line with a wide audio-visual database

• provides physiological sensing for affective computing

• Examines evolutionary expression of feelings in digital people utilizing lighting fixtures and pixels

Written to supply a chance for scientists, engineers and graduate scholars to discover the problems, recommendations and applied sciences during this interesting new quarter, this ground-breaking ebook presents a finished evaluation and demanding perception into the sector and should turn out a beneficial reference device and resource.

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278–285). New York: ACM Press. Harmon Jones, E. (2000). A cognitive dissonance theory perspective on the role of emotion in the maintenance and change of beliefs and attitudes. In N. H. Frijda, A. S. R. Manstead, & S. ), Emotions and beliefs. How feelings influence thoughts (pp. 185–211). Cambridge, UK: Cambridge University Press. Izard, C. E. (1993). Four systems for emotion activation: Cognitive and non cognitive processes. Psychological Review 100(1): 68–90. James, W. (1984). What is an emotion?

A temporal differentiation of felt emotions by an individual: The same individual can appraise differently the same situation at different moments, and thus feel different emotions, depending on the context. 1 Relationship Between Emotions and Goals A general consensus exists on the hypothesis that emotions are a biological device aimed at monitoring the state of reaching or threatening our most important goals (Oatley & Johnson-Laird, 1987). In Lazarus’s primary appraisal, the relevance of a given situation to the individual’s relevant goals is assessed (Lazarus, 1991).

Pdf. , & Steidl, S. (2007). ” Recognizing social attitude in speech-based dialogues with an ECA. In A. Paiva, R. Prada, & R. W. ), Affective Computing and Intelligent Interaction, Second International Conference, ACII (pp. 179–190), LNCS 4738. New York: Springer. , & Carofiglio, V. (2003). From Greta’s mind to her face: Modelling the dynamics of affective states in a conversational embodied agent. In International Journal of Human-Computer Studies 59(1/2): 81–118. Ekman, P. (1999). Basic emotions.

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