DocumentCode
526912
Title
Study on the forecasting method of traffic violation black spot
Author
Jiaxing, Hu ; Yan, Chen ; Zhanquan, Sun ; Wei, Liu
Author_Institution
Transp. Manage. Sch., Dalian Maritime Univ., Dalian, China
Volume
1
fYear
2010
fDate
10-11 July 2010
Firstpage
30
Lastpage
33
Abstract
With the increasing of vehicle quantity, traffic violations occur frequently. It is an efficient means to avoid traffic accident through controlling traffic violation. Based on the study of traffic accidents, black spot of traffic violation can be determined. But little research work has been done on this subject at present. This paper proposed a traffic violation black spot analysis method. In the method, SVM is used to forecast the future traffic violation frequency rate and weight method is used to identify the black spot. The efficiency of the proposed method is illustrated through analyzing a practical example.
Keywords
forecasting theory; road accidents; road traffic; support vector machines; traffic engineering computing; SVM; forecasting method; future traffic violation frequency rate; traffic accidents; traffic violation black spot analysis method; weight method; Black Spot; SVM; Traffic Violation; Weight Method;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial and Information Systems (IIS), 2010 2nd International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4244-7860-6
Type
conf
DOI
10.1109/INDUSIS.2010.5565922
Filename
5565922
Link To Document