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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| Format: | Article |
| Language: | English English |
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American Scientific Publishers
2015
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| Online Access: | 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 |
| _version_ | 1848783734891872256 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T16:26:04Z |
| format | Article |
| id | iium-50839 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:26:04Z |
| publishDate | 2015 |
| publisher | American Scientific Publishers |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 |
| 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 |
| title | 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_short | Computational modeling of mood from sequence of emotions |
| title_sort | computational modeling of mood from sequence of emotions |
| topic | T Technology (General) |
| 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 |