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9780199566709

A Blueprint for Affective Computing A sourcebook and manual

by ; ;
  • ISBN13:

    9780199566709

  • ISBN10:

    0199566704

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2010-11-19
  • Publisher: Oxford University Press

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Summary

'Affective computing' is a branch of computing concerned with the theory and construction of machines which can detect, respond to, and simulate human emotional states. It is an interdisciplinary field spanning the computer sciences, psychology, and cognitive science. Affective computing is arapidly developing field within industry and science. There is now a great drive to make technologies such as robotic systems, avatars in service-related human computer interaction, e-learning, game characters, or companion devices more marketable by endowing the 'soulless' robots or agents with theability to recognize and adjust to the user's feelings as well as to be able to communicate appropriate emotional signals.A Blueprint for Affective Computing: A sourcebook and manual is the very first attempt to ground affective computing within the disciplines of psychology, affective neuroscience, and philosophy. This book illustrates the contributions of each of these disciplines to the development of theever-growing field of affective computing. In addition, it demonstrates practical examples of cross-fertilization between disciplines in order to highlight the need for integration of computer science, engineering and the affective sciences. Focusing on a topic at the frontiers of human computer interaction research, this book will be of great interest to students and researchers in psychology, neuroscience, computational neuroscience, computer science, and artificial intelligence.

Table of Contents

Contributorsp. xi
Theoretical approaches to the study of emotion in humans and machines
Emotion and emotional competence: conceptual and theoretical issues for modelling agentsp. 3
Computational models of emotionp. 21
The emotion process: Perspectives from psychology and the neurosciences
The component process model: Architecture for a comprehensive computational model of emergent emotionp. 47
The emotional brain meets affective computingp. 71
The face and voice of emotions: The expression of emotionsp. 85
Psychophysiological response patterning in emotion: Implications for affective computingp. 105
Emotions in interpersonal interactionsp. 131
Emotional expression: Ground truth and agent evaluation
The essential role of human databases for learning in and validation of affectively competent agentsp. 151
On the use of actor portrayals in research on emotional expressionp. 166
Approaches to the computational modelling of emotion
WASABI as a case study of how misattribution of emotion can be modelled computationallyp. 179
Emotion in artificial neural networksp. 194
Approaches to an implementation of affectively competent agents
Expression of affects in embodied conversational agentsp. 213
Synthesis of emotional speechp. 222
Automatic detection of emotion from vocal expressionp. 232
Body gesture and facial expression analysis for automatic affect recognitionp. 245
Communicating emotional states with the Greta agentp. 256
Approaches to developing expression corpora and databases
Introducing the Geneva multimodal emotion portrayal (GEMEP) corpusp. 271
Induction techniques developed to illuminate relationships between signs of emotion and their context, physical and socialp. 295
Conclusions
Outlook: Integration and future perspectives for affective computingp. 311
Bibliographyp. 321
Appendix: A non-exhaustive list of online resourcesp. 369
Author Indexp. 373
Indexp. 381
Table of Contents provided by Ingram. All Rights Reserved.

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