2004 UC Proceedings Abstract
 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 |
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