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作者:

Lin, Pengfei (Lin, Pengfei.) | Weng, Jiancheng (Weng, Jiancheng.) | Fu, Yu (Fu, Yu.) | Alivanistos, Dimitrios (Alivanistos, Dimitrios.) | Yin, Baocai (Yin, Baocai.) (学者:尹宝才)

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摘要:

Studying the topology of a rail transit network based on complex network theory is of great significance for identifying the weak links of the network and improving the network's accessibility and connectivity. Transfer stations play important roles in the network. This study investigates the dynamic properties of the transfer network of the Beijing rail transit system considering the passenger flow assignment. The P-space representation and automatic fare collection data were employed to build a directed and weighted network. The improved degree centrality, closeness centrality, betweenness centrality and the PageRank index were used to distinguish the key stations and sections of the network. A community detection method, the Infomap algorithm, was applied to partition the network into some subnetworks according to the dynamics of passenger flow. The results showed that a large majority of the important stations are in large residential areas or commercial office areas, located at the intersections of the radial lines with the loop lines. According to the travel demand of passengers, the network was divided into 8 communities. The majority of the trips start and end in the same community. This study could help effectively identify the important stations and sections as well as the community structures generated by passenger mobility. (C) 2019 Elsevier B.V. All rights reserved.

关键词:

Automatic fare collection data Community detection Complex network Dynamic properties Rail transit

作者机构:

  • [ 1 ] [Lin, Pengfei]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China
  • [ 2 ] [Weng, Jiancheng]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China
  • [ 3 ] [Fu, Yu]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China
  • [ 4 ] [Yin, Baocai]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China
  • [ 5 ] [Alivanistos, Dimitrios]Vrije Univ Amsterdam, Comp Sci Dept, Knowledge Representat & Reasoning Grp, De Boelelaan 1081a, NL-1081 HV Amsterdam, Netherlands

通讯作者信息:

  • [Weng, Jiancheng]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China

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来源 :

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

ISSN: 0378-4371

年份: 2020

卷: 545

3 . 3 0 0

JCR@2022

ESI学科: PHYSICS;

ESI高被引阀值:26

JCR分区:2

被引次数:

WoS核心集被引频次: 21

SCOPUS被引频次: 13

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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