Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems
文献类型：期刊论文
| 作者 | Juanjuan Zhao; Fan Zhang; Lai Tu; Cheng-Zhong Xu; Dayong Shen; Chen Tian; Xiang-Yang Li; Zhengxi Li |
| 刊名 | IEEE Transactions on Intelligent Transportation Systems
 |
| 出版日期 | 2017 |
| 文献子类 | 期刊论文 |
| 英文摘要 | Metro systems play an important role in meeting the demand for urban transportation in large cities. The understanding of passenger route choice is critical forpublic transit management. The wide deployment of automated fare collection (AFC) systems opens up a new opportunity. However, only each trip's tap-in and tap-out time stamp and stations can be directly obtained from AFC system records; the train and route chosen by a passenger are unknown, information necessary to solve our problem. While existing methods work well in some specific situations, they hardly work for complicated situations. In this paper, we propose a solution that needs no additional equipment or human involvement than the AFC systems. We develop a probabilistic model that can estimate fromempirical analysis how the passenger flows are dispatched to different routes and trains. We validate our approach using a large-scale data set collected from the Shenzhen Metro system. The measured results provide us with useful input when building the passenger path choice model. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/12526]  |
| 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 | Juanjuan Zhao,Fan Zhang,Lai Tu,et al. Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems[J]. IEEE Transactions on Intelligent Transportation Systems,2017. |
| APA | Juanjuan Zhao.,Fan Zhang.,Lai Tu.,Cheng-Zhong Xu.,Dayong Shen.,...&Zhengxi Li.(2017).Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems.IEEE Transactions on Intelligent Transportation Systems. |
| MLA | Juanjuan Zhao,et al."Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems".IEEE Transactions on Intelligent Transportation Systems (2017). |
入库方式： OAI收割
来源：深圳先进技术研究院
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