DocumentCode :
582792
Title :
The analysis on evaluation indicators of commercial drivers selection
Author :
Xuemei, Chen ; Zhonghua, Wei ; Li, Gao
Author_Institution :
Sch. of Mech. Eng., Beijing Inst. of Technol., Beijing, China
fYear :
2012
fDate :
25-27 July 2012
Firstpage :
7270
Lastpage :
7273
Abstract :
Commercial drivers´ safety evaluation indicators and evaluation methods are important parts of transportation system. Firstly, the correlation coefficient between influencing factors and the accident level was calculated combined with relevant research data and systematic reviews theory, the factors related to commercial drivers´ safety were also quantitatively determined. Secondly, relational model between driver factors and the severity of the accident was established using Logistic regression method to explicit the influence of some factors on accidents. Finally, the selection of commercial drivers´ safety evaluation indicators was studied combined with data analysis and modeling.
Keywords :
regression analysis; road accidents; road safety; road traffic; transportation; accident level; accident severity; commercial driver safety evaluation indicator; commercial driver selection; correlation coefficient; data analysis; data modeling; driver factor; evaluation method; logistic regression method; relational model; traffic accident; transportation system; Accidents; Correlation; Roads; Safety; Vehicles; AHP; Commercial drivers; Evaluation; Indicator;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
ISSN :
1934-1768
Print_ISBN :
978-1-4673-2581-3
Type :
conf
Filename :
6391226
Link To Document :
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