Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review

Saffiera, Cut Amalia and Hassan, Raini and Ismail, Amelia Ritahani (2020) Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review. Journal of Computational and Theoretical Nanoscience, 17 (2/3). pp. 531-545. ISSN 1546-1955 E-ISSN 1546-1963

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Abstract

Healthy lifestyle is a significant factor that impacts on the budget for medicine. According to psychological studies, personality traits based on the Big Five personality traits especially the neuroticism and conscientiousness, have the ability to predict healthy lifestyle profiling. Electrophysiological signals have been used to explore the nature of individual differences and personality that are related to perception. In this paper, we reviewed studies examining healthy lifestyle profile i.e., preventive and curative using electroencephalography (EEG) and event-related potential (ERP) signals. This study proposed a general experimental model by reviewing the literature to build suitable experimental design for implementing artificial intelligence techniques based on the machine learning.

Item Type:	Article (Journal)
Additional Information:	4964/79853
Uncontrolled Keywords:	EEG, ERP, Big Five Personality Traits, Machine Learning
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Dr. Raini Hassan
Date Deposited:	08 May 2020 12:40
Last Modified:	22 Jul 2022 11:12
URI:	http://irep.iium.edu.my/id/eprint/79853

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