Affective face processing analysis in autism using electroencephalogram

Past research in the area of psychology has indicated the inability of Autism Spectrum Disorder (ASD) patients for interpreting other people’s emotion. This impairment is due to their lack of social motivation and eye contact during communication, causing insufficient information to the brain for...

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Main Authors:	Othman, Marini, Abdul Rahman, Abdul Wahab
Format:	Conference or Workshop Item
Language:	English
Published:	2010
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/38089/ http://irep.iium.edu.my/38089/ http://irep.iium.edu.my/38089/1/Affective_face_processing_analysis_in_autism_using_electroencephalogram.pdf

id	iium-38089
recordtype	eprints
spelling	iium-380892014-09-11T01:31:55Z http://irep.iium.edu.my/38089/ Affective face processing analysis in autism using electroencephalogram Othman, Marini Abdul Rahman, Abdul Wahab T Technology (General) Past research in the area of psychology has indicated the inability of Autism Spectrum Disorder (ASD) patients for interpreting other people’s emotion. This impairment is due to their lack of social motivation and eye contact during communication, causing insufficient information to the brain for interpreting emotional faces. This paper investigates human brainwaves for understanding affective face processing of ASD children. Pattern classification results are explained based on the 2-dimensional emotion model. The 2-dimensional model explains human emotion in terms of the pleasant/unpleasantness (or valence) and intensity (or arousal). Analysis results revealed that emotion of the non-autistic group is altered towards matching the affective faces currently displayed on the computer monitor. Emotion dynamics of ASD children, however, indicated the trend for reversed valence while watching emotionally related facial expressions. 2010-12-14 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/38089/1/Affective_face_processing_analysis_in_autism_using_electroencephalogram.pdf Othman, Marini and Abdul Rahman, Abdul Wahab (2010) Affective face processing analysis in autism using electroencephalogram. In: 3rd International Conference on Information and Communication Technology for the Muslim World (ICT4M 2010), 13-14 Dec 2010, Jakarta, Indonesia. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5971907
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T Technology (General)
spellingShingle	T Technology (General) Othman, Marini Abdul Rahman, Abdul Wahab Affective face processing analysis in autism using electroencephalogram
description	Past research in the area of psychology has indicated the inability of Autism Spectrum Disorder (ASD) patients for interpreting other people’s emotion. This impairment is due to their lack of social motivation and eye contact during communication, causing insufficient information to the brain for interpreting emotional faces. This paper investigates human brainwaves for understanding affective face processing of ASD children. Pattern classification results are explained based on the 2-dimensional emotion model. The 2-dimensional model explains human emotion in terms of the pleasant/unpleasantness (or valence) and intensity (or arousal). Analysis results revealed that emotion of the non-autistic group is altered towards matching the affective faces currently displayed on the computer monitor. Emotion dynamics of ASD children, however, indicated the trend for reversed valence while watching emotionally related facial expressions.
format	Conference or Workshop Item
author	Othman, Marini Abdul Rahman, Abdul Wahab
author_facet	Othman, Marini Abdul Rahman, Abdul Wahab
author_sort	Othman, Marini
title	Affective face processing analysis in autism using electroencephalogram
title_short	Affective face processing analysis in autism using electroencephalogram
title_full	Affective face processing analysis in autism using electroencephalogram
title_fullStr	Affective face processing analysis in autism using electroencephalogram
title_full_unstemmed	Affective face processing analysis in autism using electroencephalogram
title_sort	affective face processing analysis in autism using electroencephalogram
publishDate	2010
url	http://irep.iium.edu.my/38089/ http://irep.iium.edu.my/38089/ http://irep.iium.edu.my/38089/1/Affective_face_processing_analysis_in_autism_using_electroencephalogram.pdf
first_indexed	2023-09-18T20:54:39Z
last_indexed	2023-09-18T20:54:39Z
_version_	1777410223473950720

Affective face processing analysis in autism using electroencephalogram

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