中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A space-time visualization analysis method for taxi operation in Beijing

文献类型:SCI/SSCI论文

作者Zhang J. Q.; Qiu, P. Y.; Duan, Y. C.; Du, M. Y.; Lu, F.
发表日期2015
关键词Space-time visualization analysis Data mining GIS for transportation
英文摘要Traffic phenomena are associated with a complex dynamic behavior of spatiotemporal traffic patterns. It is possible to understand the features of real traffic by a spatiotemporal analysis approach for real measured traffic data. In this paper, a space-time visualization analysis method is designed and carried out for taxi spatiotemporal dataset from Beijing floating car data acquisition system and Beijing GIS data. Through this method, large-amount taxi GPS data is processed and the spatial-temporal trajectory is analyzed. And then taxi daily operation time, operating range and residence location of individual driver, vehicle operation and rest periods and other indicators are calculated, which are important characteristic parameters of Beijing Taxi Operations. In sum, continuous, comprehensive, and dynamic analysis information for monitoring taxi operation status can be acquired through the method. These information can provide the decision basis for city taxi operation management, and help to improve the city taxi operation management level. (C) 2015 Elsevier Ltd. All rights reserved.
出处Journal of Visual Languages and Computing
31
1-8
语种英语
ISSN号1045-926X
DOI标识10.1016/j.jvlc.2015.09.002
源URL[http://ir.igsnrr.ac.cn/handle/311030/43595]  
专题地理科学与资源研究所_历年回溯文献
推荐引用方式
GB/T 7714
Zhang J. Q.,Qiu, P. Y.,Duan, Y. C.,et al. A space-time visualization analysis method for taxi operation in Beijing. 2015.

入库方式: OAI收割

来源:地理科学与资源研究所

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