A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems.

	A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems.
	Zhang, Jun ; Shen, Dayong ; Tu, La ; Zhang, Fan ; Xu, Chengzhong ; Wang, Yi ; Tian, Chen ; Li, Xiangyang ; Huang, Benxiong ; Li, Zhengxi
刊名	IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
	2017
文献子类	期刊论文
英文摘要	Bus service is the most important function of public transportation. Besides the major goal of carrying passengers around, providing a comfortable travel experience for passengers is also a key business consideration. To provide a comfortable travel experience, effective bus scheduling is essential. Traditional approaches are based on fixed timetables. The wide adoptions of smart card fare collection systems and GPS tracing systems in public transportation provide new opportunities for using the data-driven approaches to fit the demand of passengers. In this paper, we associate these two independent data sets to derive the passengers' origin and destination. As the data are real time, we build a system to forecast the passenger flow in real time. To the best of our knowledge, this is the first paper, which implements a system utilizing smart card data and GPS data to forecast the passenger flow in real time.
URL标识	查看原文
语种	英语
内容类型	期刊论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/12537]
专题	深圳先进技术研究院_数字所
作者单位	IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
推荐引用方式 GB/T 7714	Zhang, Jun , Shen, Dayong , Tu, La ,et al. A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems.[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2017.
APA	Zhang, Jun ., Shen, Dayong ., Tu, La ., Zhang, Fan ., Xu, Chengzhong .,...& Li, Zhengxi.(2017).A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems..IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.
MLA	Zhang, Jun ,et al."A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems.".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2017).