Ubiquitous Affective Computing: A Review

Ubiquitous Affective Computing: A Review

This review investigated research works on affective computing by using electrocardiogram (ECG) and electrodermal activity (EDA). The 27 related research papers, including 23 from IEEE Journals and 4 from other Q1 Journals in the last five years, were studied. The main goals have been to summarize c...

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Main Author: Assabumrungrat R.
Other Authors: Mahidol University
Format: Review
Published: 2023
Subjects:
Physics and Astronomy
Online Access:https://repository.li.mahidol.ac.th/handle/123456789/87587
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spelling th-mahidol.875872023-06-22T18:22:16Z Ubiquitous Affective Computing: A Review Assabumrungrat R. Mahidol University Physics and Astronomy This review investigated research works on affective computing by using electrocardiogram (ECG) and electrodermal activity (EDA). The 27 related research papers, including 23 from IEEE Journals and 4 from other Q1 Journals in the last five years, were studied. The main goals have been to summarize common trends in this field in recent years as well as provide discussions and a big picture of how future research should be done. The content of this review covers the fundamental pipeline of affective computing research consisting of stimuli, intelligent affective computing, and sensor design and data processing. Additionally, we discuss future research directions and potential applications, including stress monitoring, music cognition, and robotics, where ECG and EDA will play a significant role with wearable devices. Therefore, this review serves as an information summary for everyone who is interested in affective computing and improving AI's understanding of human emotion. 2023-06-22T11:22:16Z 2023-06-22T11:22:16Z 2022-02-01 Review IEEE Sensors Journal Vol.22 No.3 (2022) , 1867-1881 10.1109/JSEN.2021.3138269 15581748 1530437X 2-s2.0-85122099853 https://repository.li.mahidol.ac.th/handle/123456789/87587 SCOPUS
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Physics and Astronomy
spellingShingle Physics and Astronomy
Assabumrungrat R.
Ubiquitous Affective Computing: A Review
description This review investigated research works on affective computing by using electrocardiogram (ECG) and electrodermal activity (EDA). The 27 related research papers, including 23 from IEEE Journals and 4 from other Q1 Journals in the last five years, were studied. The main goals have been to summarize common trends in this field in recent years as well as provide discussions and a big picture of how future research should be done. The content of this review covers the fundamental pipeline of affective computing research consisting of stimuli, intelligent affective computing, and sensor design and data processing. Additionally, we discuss future research directions and potential applications, including stress monitoring, music cognition, and robotics, where ECG and EDA will play a significant role with wearable devices. Therefore, this review serves as an information summary for everyone who is interested in affective computing and improving AI's understanding of human emotion.
author2 Mahidol University
author_facet Mahidol University
Assabumrungrat R.
format Review
author Assabumrungrat R.
author_sort Assabumrungrat R.
title Ubiquitous Affective Computing: A Review
title_short Ubiquitous Affective Computing: A Review
title_full Ubiquitous Affective Computing: A Review
title_fullStr Ubiquitous Affective Computing: A Review
title_full_unstemmed Ubiquitous Affective Computing: A Review
title_sort ubiquitous affective computing: a review
publishDate 2023
url https://repository.li.mahidol.ac.th/handle/123456789/87587
_version_ 1781416778428055552

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