Analysis of correspondence between type of traffic accidents and types of violations

doi:10.16265/j.cnki.issn1003-3033.2017.11.014

China Safety Science Journal ›› 2017, Vol. 27 ›› Issue (11): 79-84.doi: 10.16265/j.cnki.issn1003-3033.2017.11.014

• Safety Science of Engineering and Technology • Previous Articles Next Articles

Analysis of correspondence between type of traffic accidents and types of violations

LIU Lin¹, FU Hui¹, LYU Weitao², HU Gang¹, WANG Chen³, ZHANG Zhe⁴

1 School of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou Guangdong 510006, China
2 Jiangsu Intelligent Transportation Company Limited, Nanjing Jiangsu 211111, China
3 Intelligent Transportation System ITS Research Center at Southeast University, Nanjing Jiangsu 210096, China
4 Public Security Bureau Traffic Police of Kunshan North Squadron, Suzhou Jiangsu 215000, China

Received:2017-07-20 Revised:2017-09-17 Published:2020-10-21

Abstract

Abstract: Illegal driving usually results in traffic accidents. This paper was aimed at exploring the internal relation between illegal driving and traffic accident by analyzing the drivers' historical behavior. 13 types of illegal driving with relatively high frequencies and abnormal expected values were identified from 184 types of illegal driving by using normalization and threshold method. The correlations between illegal driving and traffic accidents were demonstrated by chi-square test. An influence degree model was built for correspondence between types of traffic accidents and types of illegal driving by the corresponding analysis method. The results show that there is a significant correlation between types of traffic accidents and types of illegal driving, and that for a given driver, a probable traffic accident type can be predicted from his or her driving experience.

Key words: road safety, type of traffic accident, illegal driving, correspondence analysis, risk behavior of traffic safety

CLC Number:

X928.01

LIU Lin, FU Hui, LYU Weitao, HU Gang, WANG Chen, ZHANG Zhe. Analysis of correspondence between type of traffic accidents and types of violations[J]. China Safety Science Journal, 2017, 27(11): 79-84.

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Analysis of correspondence between type of traffic accidents and types of violations

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