Title :
Method of Road Traffic Accidents Causes Analysis Based on Data Mining
Author :
Tian, Rui ; Yang, Zhaosheng ; Zhang, Maolei
Author_Institution :
State Key Lab. of Automobile Dynamic Simulation, Jilin Univ., Changchun, China
Abstract :
Aiming at the phenomenon of road traffic accident frequency, a method of road traffic accidents causes analysis based on data mining was put forward. First analyzed the related attributes and causes of road traffic accidents. Then introduced two kinds of basic theory of data mining : rough sets theory and the theory of association rules. Finally proposed the method of road traffic accidents causes analysis based on data mining. Using the method of traffic data analysis, can improve the road traffic safety management level effectively.
Keywords :
accident prevention; data analysis; data mining; road safety; road traffic; rough set theory; association rule; cause analysis; data mining; road traffic accident; road traffic safety management; rough set theory; Accidents; Association rules; Data analysis; Roads; Safety; Vehicles;
Conference_Titel :
Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5391-7
Electronic_ISBN :
978-1-4244-5392-4
DOI :
10.1109/CISE.2010.5677030
