Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding
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 acciden...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2011
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/8565/1/WSEAS_2011_ACRE-25.pdf |
| _version_ | 1796875641628393472 |
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| author | M. Nor, Norzaliza Abdul Rahman, Abdul Wahab Kamaruddin, Norhaslinda Abdul Majid, Hariyati Shahrima |
| author_facet | M. Nor, Norzaliza Abdul Rahman, Abdul Wahab Kamaruddin, Norhaslinda Abdul Majid, Hariyati Shahrima |
| author_sort | M. Nor, Norzaliza |
| collection | IIUM |
| description | 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. |
| first_indexed | 2024-03-05T22:41:39Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:8565 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:41:39Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:85652020-12-16T16:49:22Z http://irep.iium.edu.my/8565/ Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding M. Nor, Norzaliza Abdul Rahman, Abdul Wahab Kamaruddin, Norhaslinda Abdul Majid, Hariyati Shahrima BF Psychology BF180 Experimental psychology TK7885 Computer engineering 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. 2011-10-03 Proceeding Paper PeerReviewed application/pdf en cc_by http://irep.iium.edu.my/8565/1/WSEAS_2011_ACRE-25.pdf 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. http://www.wseas.us/e-library/conferences/2011/Penang/ACRE/ACRE-25.pdf |
| spellingShingle | BF Psychology BF180 Experimental psychology TK7885 Computer engineering M. Nor, Norzaliza Abdul Rahman, Abdul Wahab Kamaruddin, Norhaslinda Abdul Majid, Hariyati Shahrima Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding |
| title | Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding |
| title_full | Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding |
| title_fullStr | Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding |
| title_full_unstemmed | Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding |
| title_short | Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding |
| title_sort | pre post accident analysis relates to pre cursor emotion for driver behavior understanding |
| topic | BF Psychology BF180 Experimental psychology TK7885 Computer engineering |
| url | http://irep.iium.edu.my/8565/1/WSEAS_2011_ACRE-25.pdf |
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