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Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding

M. Nor, Norzaliza and Abdul Rahman, Abdul Wahab and Kamaruddin, Norhaslinda and Abdul Majid, Hariyati Shahrima (2011) Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding. In: The 11th WSEAS International Conference on Applied Computer Science (ACS 2011), 3-5 October 2011, Penang, Malaysia.

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Abstract

As a high rate of road accidents, a research study has been done on the causes of these accidents. Yet, driver behavior is one of the main reason for this predicament while emotion plays a vital role as it affect the driver behavior itself. However, studies on pre-cursor emotion and pre-post accident condition using Electroencephalogram (EEG) pattern are scarce. Hence, this paper proposed to analyze the pre-post accident analysis to determine the correlation between driver behavior and emotion through the 2-D affective space model: valance arousal approach (VAA). EEG machine has been applied to produce the brain waves that requires the drivers to drive in a different traffic condition by using driving simulator. The analysis results of VA for each driver exposed that pre- cursor emotion will affect the emotion in pre-accident whereas negative emotion appear frequently in post-accident compared to positive emotion. This exemplify that the understanding of pre-cursor emotion and its relationship towards driver behavior will help the driver to learn on how to control his/her emotions which can prevent an accident.

Item Type: Conference or Workshop Item (Full Paper)
Additional Information: 6145/8565
Uncontrolled Keywords: Driver behavior, EEG, valance, arousal,VAA, pre-cursor emotion, pre-post accident
Subjects: B Philosophy. Psychology. Religion > BF Psychology
B Philosophy. Psychology. Religion > BF Psychology > BF180 Experimental psychology
T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Information and Communication Technology > Department of Computer Science
Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User: Prof Abdul Wahab Abdul Rahman
Date Deposited: 20 Dec 2011 16:43
Last Modified: 02 May 2013 16:28
URI: http://irep.iium.edu.my/id/eprint/8565

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