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A Review of Affective Computing: From Unimodal Analysis to Multimodal Fusion [PDF]
Information Fusion, 2017 Affective computing is an emerging interdisciplinary research field bringing together researchers and practitioners from various fields, ranging from artificial intelligence, natural language processing, to cognitive and social sciences.
Soujanya Poria +2 more
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2023
With the invention of high-power computing systems, machines are expected to show intelligence at par with human beings. A machine must be able to analyze and interpret emotions to demonstrate intelligent behavior. Affective computing not only helps computers to improve performance intelligently but also helps in decision-making.
Ramón Zatarain Cabada +2 more
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With the invention of high-power computing systems, machines are expected to show intelligence at par with human beings. A machine must be able to analyze and interpret emotions to demonstrate intelligent behavior. Affective computing not only helps computers to improve performance intelligently but also helps in decision-making.
Ramón Zatarain Cabada +2 more
+4 more sources
Affective Computing and Autism
Annals of the New York Academy of Sciences, 2006Abstract: This article highlights the overlapping and converging goals and challenges of autism research and affective computing. We propose that a collaboration between autism research and affective computing could lead to several mutually beneficial outcomes—from developing new tools to assist people with autism in understanding and operating in the ...
Simon Baron-Cohen +2 more
exaly +3 more sources
Trends in Cognitive Sciences, 1998
by Rosalind Picard, MIT Press, 1997. $27.50 (xii+292 pages) ISBN 0 262 16170 2.
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by Rosalind Picard, MIT Press, 1997. $27.50 (xii+292 pages) ISBN 0 262 16170 2.
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2016
Being able to automatically recognize and interpret the affective state of the player can have various benefits in a Serious Game. The difficulty and pace of a learning game could be adapted, or the quality of the interaction between the player and the game could be improved – just to name two examples.
Guthier, Benjamin +2 more
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Being able to automatically recognize and interpret the affective state of the player can have various benefits in a Serious Game. The difficulty and pace of a learning game could be adapted, or the quality of the interaction between the player and the game could be improved – just to name two examples.
Guthier, Benjamin +2 more
openaire +2 more sources
2005
Affective computing is currently one of the most active research topics, furthermore, having increasingly intensive attention. This strong interest is driven by a wide spectrum of promising applications in many areas such as virtual reality, smart surveillance, perceptual interface, etc.
Jianhua Tao 0001, Tieniu Tan
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Affective computing is currently one of the most active research topics, furthermore, having increasingly intensive attention. This strong interest is driven by a wide spectrum of promising applications in many areas such as virtual reality, smart surveillance, perceptual interface, etc.
Jianhua Tao 0001, Tieniu Tan
openaire +1 more source
Affective computing: challenges
International Journal of Human-Computer Studies, 2003A number of researchers around the world have built machines that recognize, express, model, communicate, and respond to emotional information, instances of "affective computing." This article raises and responds to several criticisms of affective computing, articulating state-of-the art research challenges, especially with respect to affect in human ...
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Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 1999
Although central to human development and functioning, emotions have, until recently, had a somewhat marginal status in scientific disciplines in general, and have been largely ignored in the more applied settings such as human factors. Over the past 10 years, however, research in emotion in both psychology and neuroscience has established that emotion
Eva Hudlicka +8 more
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Although central to human development and functioning, emotions have, until recently, had a somewhat marginal status in scientific disciplines in general, and have been largely ignored in the more applied settings such as human factors. Over the past 10 years, however, research in emotion in both psychology and neuroscience has established that emotion
Eva Hudlicka +8 more
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Medical Affective Computing: Medical Informatics Meets Affective Computing
1998From advisory systems that understand emotional attitudes toward medical outcomes, to wearable computers that compensate for communication disability, to computer simulations of emotions and their disorders, the research agendas of medical informatics and affective computing-how and why to create computers that detect, convey, and even have emotions ...
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The role of reinforcement in affective computation
2013 IEEE Symposium on Computational Intelligence for Creativity and Affective Computing (CICAC), 2013In this paper we review the functional role that reinforcement plays in notions of affective computation and emotion. We consider three core components of emotional activity - emotion triggers, actions and action tendencies, and feeling states - and evaluate each component in relation to reinforcement learning and behaviour theory as well as with ...
Robert Lowe, Tom Ziemke
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