White Papers

Using Data Mining Techniques on Fleet Management System

Category: Data Management, Enterprise Applications

Overview 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 management of the information is 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 one understand the status of every vehicle or driver, such as being out on duty, driving against traffic regulations, and deviating from routes.

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Publisher: Feng Chia University
File Format: PDF
Date Published: Sep 19, 2008
Format: White Papers
Topics: Supply Chain Management, Data Mining - Analysis

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