The Oxford Handbook of Affective Computing

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Rafael A. Calvo, Sidney D'Mello, Jonathan Matthew Gratch, Arvid Kappas
Oxford University Press, 2015 - Psychology - 603 pages
Affective Computing is a growing multidisciplinary field encompassing computer science, engineering, psychology, education, neuroscience, and many other disciplines. It explores how affective factors influence interactions between humans and technology, how affect sensing and affect generation techniques can inform our understanding of human affect, and on the design, implementation, and evaluation of systems that intricately involve affect at their core.

The Oxford Handbook of Affective Computing will help both new and experienced researchers identify trends, concepts, methodologies, and applications in this burgeouning field. The volume features 41 chapters divided into five main sections: history and theory, detection, generation, methodologies, and applications. Section One begins with a look at the makings of AC and a historical review of the science of emotion. Chapters discuss the theoretical underpinnings of AC from an interdisciplinary perspective involving the affective, cognitive, social, media, and brain sciences. Section Two focuses on affect detection or affect recognition, which is one of the most commonly investigated areas in AC. Section Three examines aspects of affect generation including the synthesis of emotion and its expression via facial features, speech, postures and gestures. Cultural issues in affect generation are also discussed. Section Four features chapters on methodological issues in AC research, including data collection techniques, multimodal affect databases, emotion representation formats, crowdsourcing techniques, machine learning approaches, affect elicitation techniques, useful AC tools, and ethical issues in AC. Finally, Section Five highlights existing and future applications of AC in domains such as formal and informal learning, games, robotics, virtual reality, autism research, healthcare, cyberpsychology, music, deception, reflective writing, and cyberpsychology.

With chapters authored by world leaders in each area, The Oxford Handbook of Affective Computing is suitable for use as a textbook in undergraduate or graduate courses in AC, and will serve as a valuable resource for students, researchers, and practitioners across the globe.

 

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Contents

 1 Introduction to Affective Computing
1
Section One Theories and Models
9
Section Two Affect Detection
129
Section Three Affect Generation
259
Section Four Methodologies and Databases
321
Section Five Applications of Affective Computing
417
Glossary
559
Index
565
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About the author (2015)

Rafael A. Calvo is Associate Professor of Software Engineering at the University of Sydney. Sidney D'Mello is Assistant Professor of Computer Science and Psychology at the University of Notre Dame. Jonathan Gratch is Research Associate Professor of Computer Science at the University ofSouthern California. Arvid Kappas is Professor of Psychology at Jacobs University, Bremen, Germany.

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