UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 2
February-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1902E62


Registration ID:
314776

Page Number

1862-1873

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Title

A review on human emotions elicitation and association of Physiological signal datasets

Abstract

Emotional state recognition is a crucial task for achieving a new level of Human-Computer Interaction (HCI). Machine Learning applications are penetrating at rapid speed into spheres of everyday life. Recent studies are showing promising results in analyzing physiological signals (EEG, ECG) using Machine Learning for accessing emotional state and its classification. In general, specific emotion is invoked by playing affective videos or sounds. Nevertheless, there is no canonical way for emotional state elucidation. In this study, we present the theories of emotions using discrete model and Valence / Arousal emotion model. The study also emphasized EEG and ECG signals association with human emotions. A series of databases were developed by many researchers to study the classification and correlation of human emotions with physiological signals. The structures of the databases developed by these researchers have variations and each database has oriented in different directions for the sake of elicitation of human emotions.

Key Words

Human Computer Interaction(HCI), EEG, ECG, Valence / Arousal, HRV, Physiological signal data Datasets, AMIGOS

Cite This Article

"A review on human emotions elicitation and association of Physiological signal datasets ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 2, page no.1862-1873, February-2019, Available :http://www.jetir.org/papers/JETIR1902E62.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A review on human emotions elicitation and association of Physiological signal datasets ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 2, page no. pp1862-1873, February-2019, Available at : http://www.jetir.org/papers/JETIR1902E62.pdf

Publication Details

Published Paper ID: JETIR1902E62
Registration ID: 314776
Published In: Volume 6 | Issue 2 | Year February-2019
DOI (Digital Object Identifier):
Page No: 1862-1873
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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