2004 UC Proceedings Abstract

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Using Data Mining Techniques on Fleet Management System
Track: Transportation
Author(s): Chang-Yi Chen, Tien-Yin Chou, Ching-Yun Mu, Hsien Chao, Bing-Jean Lee, Magesh Chandramouli

Traditional transportation vendors not only strive to deliver cargo securely and accurately to customers on time but also consider reducing the operation cost and flexibly dispatching vehicles as well as staff. Thus, how to raise the competitive advantage is the big challenge for the transportation industry. Because the online vehicle tracking system can accumulate enormous records of vehicle operations up to thousands of millions, it has been far beyond the range which could be handled by human ability. The paper will discuss how to explore the useful data of vehicle behaviors from enormous records of vehicle operations by data mining. The data of vehicle behaviors can help us understand the status of every vehicle or driver, such as being out on duty, driving against traffic regulations, and deviating from routes. It can also reach the purpose of making alert right after the abnormal condition to release the burden of fleet management.

Chang-Yi Chen
GIS Research Center, Feng Chai University
Extension Division
100 Wenhwa Rd., Taichung, Taiwan, R.O.C.
Taichung 407
TW
Phone: 886-4-24516669
E-mail: daniel@gis.fcu.edu.tw

Tien-Yin Chou
GIS Research Center, Feng Chia University
100 Wenhwa Rd., Taichung, Taiwan, R.O.C
Taichung , Taiwan 407
TW
Phone: 886-4-24516669
E-mail: jimmy@gis.fcu.edu.tw

Ching-Yun Mu
GIS Research Center, Feng Chia University
Extension Division
100 Wenhwa Rd., Taichung, Taiwan, R.O.C.
Taichung , Taiwan 407
TW
Phone: 886-4-24516669
E-mail: jackie@gis.fcu.edu.tw

Hsien Chao
Taichung City Government
No.99, Minquan Rd., West District
Taichung City , Taiwan 403
TW
Phone: +886-4-22289111
E-mail: k4228@tccg.gov.tw

Bing-Jean Lee
Feng Chia University
Wenhwa Rd.
Taichung , Taiwan 407
TW
Phone: +886-4-24517250
E-mail: bjlee@fcu.edu.tw

Magesh Chandramouli
GIS Research Center, Feng Chia University
100 Wenhwa Rd.,
Taichung City , Taiwan 407
TW
Phone: 886-4-24516669
E-mail: magesh@gis.fcu.edu.tw