Visual Analysis of Travel Behavior for Urban Rail Transit

被引:0
|
作者
Liu, Haiming [1 ]
Li, Kexin [1 ]
Cai, Zhi [2 ]
机构
[1] Beijing Jiaotong Univ, Sch Software Engn, Beijing, Peoples R China
[2] Beijing Univ Technol, Sch Comp Sci, Beijing, Peoples R China
关键词
Travel behaviors; Automated fare collection; Mass mobility; Urban traffic; Visual analysis; MASS MOBILITY; PATTERNS;
D O I
10.1109/MASS62177.2024.00087
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Analyzing travel behavior of inhabitant can provide guidance and suggestions for urban traffic management and planning, land use planning, etc. In this paper, we designed a system to analyze the travel behavior of inhabitant using the smart card data of urban rail transit from two aspects, spatial visualization analysis and temporal visualization analysis. In spatial visualization analysis, we first conducted spatial and temporal aggregation for the whole city's smart card data. Then, we designed a spatial chord glyph to display the aggregated data. In temporal visualization analysis, we first proposed an algorithm to determine the degree and direction of cross-regional flow. Then, we study the degree of stability based on the algorithm. We conducted experiments based on urban rail transit in Beijing, the results show that our system can provide appropriate advice and support for urban traffic management and planning as well as land use planning.
引用
收藏
页码:550 / 556
页数:7
相关论文
共 50 条
  • [21] Travel trajectory detection of travelers in urban rail transit based on reference passengers
    Zhao Yafeng
    Zhao Peng
    SIXTH INTERNATIONAL CONFERENCE ON ELECTROMECHANICAL CONTROL TECHNOLOGY AND TRANSPORTATION (ICECTT 2021), 2022, 12081
  • [22] Connectivity Reliability on an Urban Rail Transit Network from the Perspective of Passenger Travel
    Jie Liu
    Qiyuan Peng
    Jinqu Chen
    Yong Yin
    Urban Rail Transit, 2020, 6 : 1 - 14
  • [23] Research on Decision Model of Passengers' Travel Route Selection in Urban Rail Transit
    Kuang, Dongyu
    Liu, Zhili
    2018 INTERNATIONAL CONFERENCE OF GREEN BUILDINGS AND ENVIRONMENTAL MANAGEMENT (GBEM 2018), 2018, 186
  • [24] Optimization of urban rail transit station spacing for minimizing passenger travel time
    Wu, Qiannan
    Li, Yang
    Dan, Pengrui
    JOURNAL OF RAIL TRANSPORT PLANNING & MANAGEMENT, 2022, 22
  • [25] Urban rapid rail transit network planning considering travel demand conditions
    Wei Y.N.
    Guo X.Z.
    Advances in Transportation Studies, 2024, 1 (Speical issue): : 139 - 150
  • [26] Joint Operating Revenue and Passenger Travel Cost Optimization in Urban Rail Transit
    Li, Wenxin
    Peng, Qiyuan
    Li, Qinlin
    Wen, Chao
    Zhang, Yongxiang
    Lessan, Javad
    JOURNAL OF ADVANCED TRANSPORTATION, 2018,
  • [27] Study on Utility Function and Parameter Design of Urban Rail Transit Travel Mode
    Li, Liqun
    Chen, Long
    Huang, Daxing
    PROCEEDINGS OF THE 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND SCIENTIFIC MANAGEMENT, VOLS 1-2, 2010, : 759 - +
  • [28] Holiday Destination Choice Behavior Analysis Based on AFC Data of Urban Rail Transit
    Cai, Chang-jun
    Yao, En-jian
    Liu, Sha-sha
    Zhang, Yong-sheng
    Liu, Jun
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2015, 2015
  • [29] Analysis of Passenger Queuing Behavior on Urban Rail Transit Platform during Rush Hour
    Zhang, Ying
    Song, Rui
    Hao, Na
    SUSTAINABLE CITIES DEVELOPMENT AND ENVIRONMENT PROTECTION, PTS 1-3, 2013, 361-363 : 1927 - 1932
  • [30] Passenger Travel Behavior in Public Transport Corridor After the Operation of Urban Rail Transit: A Random Forest Algorithm Approach
    Li, Xiaofei
    Gao, Yueer
    Zhang, Huizhen
    Liao, Yanqing
    IEEE ACCESS, 2020, 8 (08): : 211303 - 211314