Computational modeling of mood from sequence of emotions

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

	PDF (scopus) - Supplemental Material Restricted to Repository staff only Download (121kB) | Request a copy
	PDF - Published Version Restricted to Repository staff only Download (141kB) | Request a copy

Abstract

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.

Item Type:	Article (Journal)
Additional Information:	4870/50839
Uncontrolled Keywords:	Affective Computing; Computational Modeling; Emotions; Mood
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Dr Hamwira Yaacob
Date Deposited:	30 May 2016 19:34
Last Modified:	01 Feb 2018 16:43
URI:	http://irep.iium.edu.my/id/eprint/50839

Actions (login required)

View Item