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Modeling Machine Emotions for Realizing Intelligence: Foundations and Applications

✍ Scribed by Toyoaki Nishida (auth.), Toyoaki Nishida, Lakhmi C. Jain, Colette Faucher (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2010
Tongue
English
Leaves
231
Series
Smart Innovation, Systems and Technologies 1
Edition
1
Category
Library

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✦ Synopsis


Emotion connects the thought to the body, which is a magnificent biological device for sensing and affecting the world. The thought controls the body through emotions. The body affects the thought through emotions. Through this mechanism, the thought allows the agent to behave intelligently in the complex world filled with a huge amount of dynamic information. The emotion maps a flux of information into a space which the agent is familiar with, enabling her/him to associate ongoing events with past experiences which help to reduce complexity by providing with a nominal solution. This research book aims to present recent progress in modeling and synthesizing emotional intelligence. The book consists of ten chapters. The first chapter overviews discussions in this volume. It describes major concepts and issues underlying primitive machineries, appraisal theories, primary and secondary emotions, and image-based thought processes. It discusses how emotional engines might be incorporated into an intelligent system. The nine chapters following this introductory chapter span a wide spectrum of issues concerning emotional models, ranging from a psychological model of priming timing effects to applications to emotionally intelligent agents.

✦ Table of Contents


Front Matter....Pages -
Modeling Machine Emotions for Realizing Intelligence – An Introduction –....Pages 1-15
Automatic Affective Dynamics: An Activation–Habituation Model of Affective Assimilation and Contrast....Pages 17-34
Judgement as to Whether or Not People Are β€œInvolved, Enjoying and Excited,” Based on the Visual and Physiological Information....Pages 35-52
Modelling Interaction Dynamics during Face-to-Face Interactions....Pages 53-87
Emotional Model Based on Computational Intelligence for Partner Robots....Pages 89-108
Facial Expression Synthesis Based on Emotion Dimensions for Affective Talking Avatar....Pages 109-132
Attentive Conversational Agent with Internal State Transition for Multiple Users....Pages 133-155
Integrating the Emotional Intelligence into the Virtual Technical Support Engineer....Pages 157-178
Recognition of Fine-Grained Emotions from Text: An Approach Based on the Compositionality Principle....Pages 179-207
Interacting with Emotion and Memory Enabled Virtual Characters and Social Robots....Pages 209-224
Back Matter....Pages -

✦ Subjects


Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics); Cognitive Psychology


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