Mining smart card data for transit riders' travel patterns

X Ma, YJ Wu, Y Wang, F Chen, J Liu - Transportation Research Part C …, 2013 - Elsevier
To mitigate the congestion caused by the ever increasing number of privately owned
automobiles, public transit is highly promoted by transportation agencies worldwide. A better …

Exploring individual travel patterns across private car trajectory data

Y Huang, Z Xiao, D Wang, H Jiang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Understanding the travel behavior of private cars will generate promising solutions on
addressing urban problems such as alleviating traffic congestion and improving transport …

[PDF][PDF] Urban smart public transport studies: a review and prospect

M Xu, T Liu, SP Zhong, Y Jiang - J. Transp. Syst. Eng. Inf. Technol., 2022 - researchgate.net
Based on the recent development of urban smart public transport in China, this paper
systematically reviews four crucial research topics, ie, analysis of passenger flow …

Trip purpose inference using automated fare collection data

SG Lee, M Hickman - Public Transport, 2014 - Springer
In this paper, we exploit the extensive smart card transaction data for deriving useful
information about transit passenger behavior, namely trip purpose or activity. We show how …

Activity detection and transfer identification for public transit fare card data

N Nassir, M Hickman, ZL Ma - Transportation, 2015 - Springer
This paper contributes to the emerging literature analysing public transit fare card data for a
better understanding of passengers' mobility patterns and path choices. A new heuristic is …

Are French millenials less car-oriented? Literature review and empirical findings

R Grimal - Transportation research part D: Transport and …, 2020 - Elsevier
Generation effects play a key role in shaping long-term trends in travel behaviors. Though
cohorts born until the 1970s have been increasingly car-focused, a reversal of this trend was …

[PDF][PDF] 城市智慧公交研究综述与展望

徐猛, 刘涛, 钟绍鹏, 姜宇 - 交通运输系统工程与信息, 2022 - researchgate.net
以当前城市智慧公交发展为背景, 本文从我国城市智慧公交当前发展现状出发,
围绕智慧公交客流特征分析, 智慧公交运营研究, 智慧公交网络设计与优化 …

Detecting home location and trip purposes for cardholders by mining smart card transaction data in Beijing subway

Q Zou, X Yao, P Zhao, H Wei, H Ren - Transportation, 2018 - Springer
Automatic fare collection (AFC) system archives massive and continuous trip information for
each cardholder. Mining the smart card transaction data from AFC system brings new …

[图书][B] Public transport planning with smart card data

F Kurauchi, JD Schmöcker - 2017 - taylorfrancis.com
Collecting fares through" smart cards" is becoming standard in most advanced public
transport networks of major cities around the world. Travellers value their convenience and …

Estimating metro passengers' path choices by combining self-reported revealed preference and smart card data

Y Zhang, E Yao, J Zhang, K Zheng - Transportation Research Part C …, 2018 - Elsevier
With the help of automated fare collection systems in the metro network, more and more
smart card (SC) data has been widely accumulated, which includes abundant information …