Los Angeles, CA
March 31, 2009 to April 2, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.815
The urban floating car data (FCD) collection system is usually constructed base on the taxi dispatch system, and the taxies are service as the floating car. Thus, the floating car data (FCD) collected from the system also include the operation information and status information of taxies. This paper proposed several Floating Car Data based indexes and analysis models for taxi operation. Taking Beijing as a case study, the paper analyzed the parameters including travel mileage, virtual mileage ratio, time-space distribution on the road-network and the labor intensity of drivers. Then, several important parameters about the taxi operation in Beijing were concluded in this research. These data can provide useful data support for the taxi dispatching management, taxi stop planning, Vehicles deployment and general decision making for the management of taxi industry.
Intelligent Transportation System, Floating Car Data (FCD), Taxi Operation Management, Data Process, Data Mining
Zhai Ya-qiao, Weng Jian-cheng, Rong Jian, "Floating Car Data Based Taxi Operation Characteristics Analysis in Beijing", CSIE, 2009, 2009 WRI World Congress on Computer Science and Information Engineering, CSIE, 2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009, pp. 508-512, doi:10.1109/CSIE.2009.815