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A note on the affective computing systems and machines: a classification and appraisal

Abstract

Affective computing (AfC) is a continuously growing multidisciplinary field, spanning areas from artificial intelligence, throughout engineering, psychology, education, cognitive science, to sociology. Therefore, many studies have been devoted to the aim of addressing numerous issues, regarding different facets of AfC solutions. However, there is a lack of classification of the AfC systems. This study aims to fill this gap by reviewing and evaluating the state-of-the-art studies in a qualitative manner. In this line of thinking, we put forward a threefold classification that breaks down to desktop and mobile AfC systems, and AfC machines. Moreover, we identified four types of AfC systems, based on the features extracted. In our opinion, the results of this study can serve as a guide for future affect-related research and design, on the one hand, and provide a better understanding on the role of emotions and affect in human-computer interaction, on the other hand.

Citations

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Keywords

Details

Category:
Articles
Type:
artykuły w czasopismach
Published in:
Procedia Computer Science no. 207, pages 3798 - 3807,
ISSN: 1877-0509
Language:
English
Publication year:
2022
Bibliographic description:
Weichbroth P., Sroka W.: A note on the affective computing systems and machines: a classification and appraisal// Procedia Computer Science -,iss. 207 (2022), s.3798-3807
DOI:
Digital Object Identifier (open in new tab) 10.1016/j.procs.2022.09.441
Verified by:
Gdańsk University of Technology

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