Title :
The Research of Multidimensional Association Rule in Traffic Accidents
Author :
He Song-bai ; Wang Ya-jun ; Sun Yue-kun ; Gao Wen-Wei ; Chen Qiang ; An Ya-Qin
Author_Institution :
Acad. of Mil. Transp., Tianjin
Abstract :
Aiming at the frequent occurrence of traffic accidents in China, we collected the traffic accident data from a specified freeway, on which we build the multidimensional association rule model of traffic accidents. The multidimensional association rule in the field of data mining is applied to develop the analysis system of association factors in traffic accidents, which could mine the conditional factors of traffic accidents. Base on these we present corresponding preventive measures to reduce the traffic accidents.
Keywords :
accident prevention; data mining; road accidents; traffic engineering computing; data mining; multidimensional association rule; traffic accidents; Association rules; Cause effect analysis; Data mining; Frequency; Helium; Multidimensional systems; Road accidents; Sun; Transportation; Vehicle driving;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.2844
