Computational modeling of mood from sequence of emotions

In the recent years, more studies that aim to make computers understand, experience and respond to various emotional states accordingly through computational models have been widely researched. Conversely, little has been done to recognize the medium term of emotion, such as mood. Thus, in this stud...

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Main Authors:	Dwi Handayani, Dini Oktarina, Yaacob, Hamwira Sakti, Abdul Rahman, Abdul Wahab, Sediono, Wahju, Shah, Asadullah
Format:	Article
Language:	English English
Published:	American Scientific Publishers 2015
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/50839/ http://irep.iium.edu.my/50839/ http://irep.iium.edu.my/50839/ http://irep.iium.edu.my/50839/2/50839_Computational_modeling_of_mood_from_sequence_of_emotions_SCOPUS.pdf http://irep.iium.edu.my/50839/3/50839_Computational_modeling_of_mood_from_sequence_of_emotions.pdf

id	iium-50839
recordtype	eprints
spelling	iium-508392018-02-01T08:43:40Z http://irep.iium.edu.my/50839/ Computational modeling of mood from sequence of emotions Dwi Handayani, Dini Oktarina Yaacob, Hamwira Sakti Abdul Rahman, Abdul Wahab Sediono, Wahju Shah, Asadullah T Technology (General) In the recent years, more studies that aim to make computers understand, experience and respond to various emotional states accordingly through computational models have been widely researched. Conversely, little has been done to recognize the medium term of emotion, such as mood. Thus, in this study, a mood modeling was proposed to recognize mood from a sequence of several emotional states. The input for the proposed mood model was derived in the form of electroencephalogram (EEG) signals, which were captured from five subjects during eyes close, and eyes open. Our analysis indicates that mood can be recognized either from eyes close or from eyes open. American Scientific Publishers 2015-10 Article PeerReviewed application/pdf en http://irep.iium.edu.my/50839/2/50839_Computational_modeling_of_mood_from_sequence_of_emotions_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/50839/3/50839_Computational_modeling_of_mood_from_sequence_of_emotions.pdf Dwi Handayani, Dini Oktarina and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Sediono, Wahju and Shah, Asadullah (2015) Computational modeling of mood from sequence of emotions. Advanced Science Letters, 21 (10). pp. 2997-3001. ISSN 1936-6612 E-ISSN 1936-7317 http://www.ingentaconnect.com/contentone/asp/asl/2015/00000021/00000010/art00011?crawler=true&mimetype=application/pdf 10.1166/asl.2015.6463
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	T Technology (General)
spellingShingle	T Technology (General) Dwi Handayani, Dini Oktarina Yaacob, Hamwira Sakti Abdul Rahman, Abdul Wahab Sediono, Wahju Shah, Asadullah Computational modeling of mood from sequence of emotions
description	In the recent years, more studies that aim to make computers understand, experience and respond to various emotional states accordingly through computational models have been widely researched. Conversely, little has been done to recognize the medium term of emotion, such as mood. Thus, in this study, a mood modeling was proposed to recognize mood from a sequence of several emotional states. The input for the proposed mood model was derived in the form of electroencephalogram (EEG) signals, which were captured from five subjects during eyes close, and eyes open. Our analysis indicates that mood can be recognized either from eyes close or from eyes open.
format	Article
author	Dwi Handayani, Dini Oktarina Yaacob, Hamwira Sakti Abdul Rahman, Abdul Wahab Sediono, Wahju Shah, Asadullah
author_facet	Dwi Handayani, Dini Oktarina Yaacob, Hamwira Sakti Abdul Rahman, Abdul Wahab Sediono, Wahju Shah, Asadullah
author_sort	Dwi Handayani, Dini Oktarina
title	Computational modeling of mood from sequence of emotions
title_short	Computational modeling of mood from sequence of emotions
title_full	Computational modeling of mood from sequence of emotions
title_fullStr	Computational modeling of mood from sequence of emotions
title_full_unstemmed	Computational modeling of mood from sequence of emotions
title_sort	computational modeling of mood from sequence of emotions
publisher	American Scientific Publishers
publishDate	2015
url	http://irep.iium.edu.my/50839/ http://irep.iium.edu.my/50839/ http://irep.iium.edu.my/50839/ http://irep.iium.edu.my/50839/2/50839_Computational_modeling_of_mood_from_sequence_of_emotions_SCOPUS.pdf http://irep.iium.edu.my/50839/3/50839_Computational_modeling_of_mood_from_sequence_of_emotions.pdf
first_indexed	2023-09-18T21:11:57Z
last_indexed	2023-09-18T21:11:57Z
_version_	1777411311296053248

Computational modeling of mood from sequence of emotions

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