The Oxford Handbook of Affective ComputingRafael A. Calvo, Sidney D'Mello, Jonathan Gratch, Arvid Kappas Oxford University Press, 15 січ. 2015 р. - 752 стор. 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. |
Зміст
1 | |
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 |
565 | |
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The Oxford Handbook of Affective Computing Rafael A. Calvo,Sidney D'Mello,Jonathan Gratch,Arvid Kappas Обмежений попередній перегляд - 2014 |
The Oxford Handbook of Affective Computing Rafael A. Calvo,Sidney D'Mello,Jonathan Matthew Gratch,Arvid Kappas Обмежений попередній перегляд - 2015 |
Загальні терміни та фрази
activity adaptive affect detection affect recognition affective computing amygdala analysis annotation applications appraisal theory approach arousal Artificial Intelligence associated automated automatic basic emotions Bianchi-Berthouze biofeedback body brain brain-computer interfaces Calvo challenges chapter classification cognitive Cohn communication computer vision context crowdsourcing cues culture D’Mello database deception dynamic Ekman elicit emotion recognition emotional expressions EmotionML environment ethical evaluation example experience facial action facial expressions feedback gestures Gratch human human-computer human-computer interaction IEEE Transactions intelligent tutoring systems interac interaction interfaces international conference Journal labels machine learning measure ment methods modalities mood motion capture Movellan multimodal nonverbal behavior Pantic participants person physiological Picard posture Proceedings processes responses robots Scherer sensors signals sion smile social robots specific speech speech synthesis Springer studies task tion tional tive University Press user’s valence virtual agents York