Submissions from 2021
Frequent-pattern growth algorithm based association rule mining method of public transport travel stability, Song Hu, Quan Liang, Huimin Qian, Jiancheng Weng, Wei Zhou, and Pengfei Lin
A novel origin destination based transit supply index: Exploiting the opportunities with big transit data, Etikaf Hussain, Ashish Bhaskar, and Edward Chung
Transit OD matrix estimation using smartcard data: Recent developments and future research challenges, Etikaf Hussain, Ashish Bhaskar, and Edward Chung
A procedure for public transit OD matrix generation using smart card transaction data, Masood Jafari Kang, Shervin Ataeian, and S. M. Mahdi Amiripour
Assessing and Predicting Mobility Improvement of Integrating Bike-Sharing into Multimodal Public Transport Systems, Christian Kapuku, Seung-Young Kho, Dong-Kyu Kim, and Shin-Hyung Cho
Public transport fare elasticities from smartcard data: Evidence from a natural experiment, Yaroslav Kholodov, Erik Jenelius, Oded Cats, Niels van Oort, Niek Mouter, Matej Cebecauer, and Alex Vermeulen
Estimating Express Train Preference of Urban Railway Passengers Based on Extreme Gradient Boosting (XGBoost) using Smart Card Data, Eun Hak Lee, Kyoungtae Kim, Seung-Young Kho, Dong-Kyu Kim, and Shin-Hyung Cho
Minimum entropy rate-improved trip-chain method for origin–destination estimation using smart card data, Da Lei, Xuewu Chen, Long Cheng, Lin Zhang, Pengfei Wang, and Kailai Wang
Comparison of Door-to-Door Transit Travel Time Estimation Using Schedules, Real-Time Vehicle Arrivals, and Smartcard Inference Methods, Ting Li, Patrick Meredith-Karam, Hui Kong, Anson Stewart, John P. Attanucci, and Jinhua Zhao
Spatial-interaction network analysis of built environmental influence on daily public transport demand, Xintao Liu, Jiawei Wu, Jianwei Huang, Junwei Zhang, Bi Yu Chen, and Anthony Chen
Quantifying service-reliability-based day-to-day evolution of travel choices in public transit systems with smart transit card data, Mingyou Ma, Wei Liu, Xinwei Li, Fangni Zhang, Sisi Jian, and Vinayak Dixit
Big data for big issues: Revealing travel patterns of low-income population based on smart card data mining in a global south unequal city, Caio Pieroni, Mariana Giannotti, Bianca B. Alves, and Renato Arbex
The boundary between random and non-random passenger arrivals: Robust empirical evidence and economic implications, Ramandeep Singh, Daniel J. Graham, Daniel Hörcher, and Richard J. Anderson
Uncovering the spatially heterogeneous effects of shared mobility on public transit and taxi, Jinjun Tang, Fan Gao, Chunyang Han, Xuekai Cen, and Zhitao Li
Multi-stage deep learning approaches to predict boarding behaviour of bus passengers, Tianli Tang, Achille Fonzone, Ronghui Liu, and Charisma Choudhury
Derivation of train arrival timings through correlations from individual passenger farecard data, Hong En Tan, De Wen Soh, Yong Sheng Soh, and Muhamad Azfar Ramli
Development of Estimating Methodology for Transit Accessibility Using Smart Card Data, Hyunsoo Yun, Eun Hak Lee, Dong-Kyu Kim, and Shin-Hyung Cho
Passenger itinerary inference model for congested urban rail networks, Yiwen Zhu, Haris N. Koutsopoulos, and Nigel H.M. Wilson
Submissions from 2020
The Movingo integrated ticket: seamless connections across the mälardalen region of Sweden, Ilyas B. Alhassan, B. Matthews, Jeremy P. Toner, and Yusak O. Susilo
Quantifying the ex-post causal impact of differential pricing on commuter trip scheduling in Hong Kong, Anupriya, Daniel J. Graham, Daniel Hörcher, Richard J. Anderson, and Prateek Bansal
Estimating the influence of crowding and travel time variability on accessibility to jobs in a large public transport network using smart card big data, Renato Arbex and Claudio B. Cunha
Improving alighting stop inference accuracy in the trip chaining method using neural networks, Behrang Assemi, Azalden Alsger, Mahboobeh Moghaddam, Mark Hickman, and Mahmoud Mesbah
Business Models for Mobile Fare Apps, Candace Brakewood
An evaluation of the benefits of mobile fare payment technology from the user and operator perspectives, Candace Brakewood, Abubakr Zeidan, Sara J. Hendricks, Sean J. Barbeau, and Ann Joslin
The impact of delays on the welfare effects of on-track competition: The case of transfer passengers with operator-tied tickets, Christina Brand and Gernot Sieg
Extending public transit accessibility models to recognise transfer location, Jason Chai and Jinwoo (Brian) Lee
How comparable are origin-destination matrices estimated from automatic fare collection, origin-destination surveys and household travel survey? An empirical investigation in Lyon, Oscar Egu and Patrick Bonnel
Understanding urban mobility patterns from a spatiotemporal perspective: daily ridership profiles of metro stations, Zuoxian Gan, Min Yang, Tao Feng, and Harry Timmermans
Transportation service bundling – For whose benefit? Consumer valuation of pure bundling in the passenger transportation market, Sergio Guidon, Michael Wicki, Thomas Bernauer, and Kay Axhausen
A classification of public transit users with smart card data based on time series distance metrics and a hierarchical clustering method, Li He, Bruno Agard, and Martin Trépanier
Multimodal Fare Payment Integration, Joroen Kok and Regina Lipták
Estimation of metro network passenger delay from individual trajectories, Panchamy Krishnakumari, Oded Cats, and Hans van Lint
A differential privacy-based privacy-preserving data publishing algorithm for transit smart card data, Yang Li, Dasen Yang, and Xianbiao Hu
Collaboration as a service (CaaS) to fully integrate public transportation – Lessons from long distance travel to reimagine mobility as a service, Rico Merkert, James Bushell, and Matthew J. Beck
Fare evasion correction for smartcard-based origin-destination matrices, Marcela A. Munizaga, Antonio Gschwender, and Nestor Gallegos
Examining the effect of land-use function complementarity on intra-urban spatial interactions using metro smart card records, Mengyao Ren, Yaoyu Lin, Meihan Jin, Zhongyuan Duan, Yongxi Gong, and Yu Liu
Incorporating weather conditions and travel history in estimating the alighting bus stops from smart card data, Tianli Tang, Ronghui Liu, and Charisma Choudhury
Calibrating a transit assignment model using smart card data in a large-scale multi-modal transit network, Ahmad Tavassoli, Mahmoud Mesbah, and Mark Hickman
Enhancing rail direct demand models with competition between ticket types using contributions from economic theory and market research, Jeremy Toner, Mark Wardman, Jeremy Shires, Fitsum Teklu, and Andrew Hatfield
Innovation in Action: Accomplishments of the Transit IDEA (Innovations Deserving Exploratory Analysis) Program, Transportation Research Board
Estimation of passenger waiting time using automatically collected transit data, Alexander Webb, Pramesh Kumar, and Alireza Khani
Crowding valuation in urban tram and bus transportation based on smart card data, Menno Yap, Oded Cats, and Bart van Arem
Metro passenger’s path choice model estimation with travel time correlations derived from smart card data, Yongsheng Zhang, Enjian Yao, Kangning Zheng, and Hao Xu
Novel Three-Stage Framework for Prioritizing and Selecting Feature Variables for Short-Term Metro Passenger Flow Prediction, Yangyang Zhao, Lu Ren, Zhenliang Ma, and Xinguo Jiang
From compound word to metropolitan station: Semantic similarity analysis using smart card data, Dingyi Zhuang, Siyu Hao, Der-Horng Lee, and Gang Jin
Calibrating travel time thresholds with cluster analysis and AFC data for passenger reasonable route generation on an urban rail transit network, Wei Zhu, Wei-li Fan, Amr M. Wahaballa, and Jin Wei
Submissions from 2019
The impact of fare complexity on rail demand, Paulo Anciaes, Paul Metcalfe, Chris Heywood, and Rob Sheldon
Data-driven stochastic transit assignment modeling using an automatic fare collection system, Seung Hoon Cheon, Changju Lee, and Seongil Shin
Interoperable smart card data management in public mass transit, Filip Covic and Stefan Voß
Analyzing Transit User Behavior with 51 Weeks of Smart Card Data, Elodie Deschaintres, Catherine Morency, and Martin Trépanier
Modelling bus bunching under variable transit demand using cellular automata, Fatemeh Enayatollahi, Ahmed Osman Idris, and M. A. Amiri Atashgah
Exploring the catchment area of an urban railway station by using transit card data: Case study in Seoul, Jin Ki Eom, Jungsoon Choi, Man Sik Park, and Tae-Young Heo
Behavioural advertising in the public transit network, Hamed Faroqi, Mahmoud Mesbah, and Jiwon Kim
Exploring the potential of using real-time traveler data in public transport disturbance management, Åse Jevinger and Jan A. Persson
Estimation of Denied Boarding in Urban Rail Systems: Alternative Formulations and Comparative Analysis, Zhenliang Ma, Haris N. Koutsopoulos, Yunqing Chen, and Nigel H.M. Wilson
Approaches, technologies and importance of analysis of the number of train travellers, Anette Ø. Sørensen, Nils O. Olsson, Muhammad Mohsin Akhtar, and Heidi Bull-Berg
Incorporating Product Choice into Transit Fare Policy Scenario Models, Andrew Stuntz, John Attanucci, and Fredrick P. Salvucci
Assessing the Evolution of Transit User Behavior from Smart Card Data, Alexis Viallard, Martin Trépanier, and Catherine Morency
Big data in public transportation: a review of sources and methods, Timothy F. Welch and Alyas Widita
Ride-sharing service planning based on smartcard data: An exploratory study, Jiangping Zhou
Submissions from 2018
Estimating the residence zone of frequent public transport users to make travel pattern and time use analysis, Margarita Amaya, Ramón Cruzat, and Marcela A. Munizaga
Data-Driven Opportunities from an Account-Based Fare Payment System, Raymond Chan, Maulik Vaishnav, Scott Wainwright, Paul Murray, and Alex Cui
Estimation of rail passenger flow and system utilization with ticket transaction and gate data, Yung-Cheng (Rex) Lai, Chung-Wei Huang, and Yu-Ting Hsu
Measuring the impacts of new public transit services on space-time accessibility: An analysis of transit system redesign and new bus rapid transit in Columbus, Ohio, USA, Jinhyung Lee and Harvey J. Miller
Improving Efficiency and Reliability of Bus Rapid Transit, Xiaoyue Cathy Liu, Milan Zlatkovic, Richard J. Porter, Kiavash Fayyaz, and Song Yu
Constructing Spatiotemporal Load Profiles of Transit Vehicles with Multiple Data Sources, Ding Luo, Loïc Bonnetain, Oded Cats, and Hans van Lint
A strategy-based recursive path choice model for public transit smart card data, Neema Nassir, Mark Hickman, and Zhen-Liang Ma
Comparative Structural Evaluation of Transit Travel Demand using Travel Survey and Smart Card Data for Metropolitan Transit Financing, Tim Spurr, Antoine Leroux, and Robert Chapleau
Extended Methodology for the Estimation of a Zonal Origin-Destination Matrix: A Planning Software Application Based on Smartcard Trip Data, Sebastián Tamblay, Juan Carlos Muñoz, and Juan de Dios Ortúzar
Application of smart card data in validating a large-scale multi-modal transit assignment model, Ahmad Tavassoli, Mahmoud Mesbah, and Mark Hickman
Modelling passenger waiting time using large-scale automatic fare collection data: An Australian case study, Ahmad Tavassoli, Mahmoud Mesbah, and Ameneh Shobeirinejad
Empirical Analysis of Traveling Backwards and Passenger Flows Reassignment on a Metro Network with Automatic Fare Collection (AFC) Data and Train Diagram, Ruihua Xu, Yanan Li, Wei Zhu, and Sijie Li
Improving predictions of public transport usage during disturbances based on smart card data, Menno D. Yap, S. Nijënstein, and Niels van Oort
Do different datasets tell the same story about urban mobility — A comparative study of public transit and taxi usage, Xiaohu Zhang, Yang Xu, Wei Tu, and Carlo Ratti
Estimating metro passengers’ path choices by combining self-reported revealed preference and smart card data, Yongsheng Zhang, Enjian Yao, Junyi Zhang, and Kangning Zheng
Submissions from 2017
Analyzing year-to-year changes in public transport passenger behaviour using smart card data, Anne-Sarah Briand, Etienne Côme, Martin Trépanier, and Latifa Oukhellou
Connected Urban Growth: Public-Private Collaborations for Transforming Urban Mobility, Diego Canales, Shannon Bouton, Elaine Trimble, Julia Thayne, Larissa Da Silva, Srikanth Shastry, Stefan Knupfer, and Martin Powell
Electronic ticketing systems as a mechanism for travel behaviour change? Evidence from Sydney’s Opal card, Richard B. Ellison, Adrian B. Ellison, Stephen P. Greaves, and Breno Sampaio
An investigation of timed transfer coordination using event-based multi agent simulation, Le Minh Kieu, Ashish Bhaskar, Mario Cools, and Edward Chung
A Nash equilibrium formulation of a tradable credits scheme for incentivizing transport choices: From next-generation public transport mode choice to HOT lanes, Salem Lahlou and Laura Wynter
Role of governance in the achievement of 20-fold increase in bus ridership – A case study of Taichung City, Liang-Tay Lin, Chao-Fu Yeh, Simon C.Y. Chen, and Chi-Chang Huang
A novel passenger flow prediction model using deep learning methods, Lijuan Liu and Rung-Ching Chen
Constructing Transit Origin–Destination Matrices with Spatial Clustering, Ding Luo, Oded Cats, and Hans van Lint
Understanding commuting patterns using transit smart card data, Xiaolei Ma, Congcong Liu, Huimin Wen, Yunpeng Wang, and Yao-Jan Wu
Quantile Regression Analysis of Transit Travel Time Reliability with Automatic Vehicle Location and Farecard Data, Zhenliang Ma, Sicong Zhu, Haris N. Koutsopoulos, and Luis Ferreira
Multiagency Electronic Fare Payment Systems, Paula Okunieff
The Scandinavian Way to Better Public Transport, Tom Rye
Estimating Fare Noninteraction and Evasion with Disaggregate Fare Transaction Data, Gabriel E. Sánchez-Martínez
The Future of Mobility, Tourism and Transport Forum
Applications of Inferred Origins, Destinations, and Interchanges in Bus Service Planning, Catherine Vanderwaart, John P. Attanucci, and Frederick P. Salvucci
Estimation of Platform Waiting Time Distribution Considering Service Reliability Based on Smart Card Data and Performance Reports, Amr M. Wahaballa, Fumitaka Kurauchi, Toshiyuki Yamamoto, and Jan-Dirk Schmöcker
Monitoring transit-served areas with smartcard data: A Brisbane case study, Jiangping Zhou, Neil Sipe, Zhenliang Ma, Derlie Mateo-Babiano, and Sébastien Darchen
Bus arrival time calculation model based on smart card data, Yuyang Zhou, Lin Yao, Yanyan Chen, Yi Gong, and Jianhui Lai
A probabilistic Passenger-to-Train Assignment Model based on automated data, Yiwen Zhu, Haris N. Koutsopoulos, and Nigel H.M. Wilson
Submissions from 2016
Implementation of Smart Card Automatic Fare Collection (AFC) Technology in Small Transit Agencies for Standards Development, Walter E. Allen and Robert D. Murray
Validating and improving public transport origin–destination estimation algorithm using smart card fare data, Azalden Alsger, Behrang Assemi, Mahmoud Mesbah, and Luis Ferreira
Tapping into Delay: Assessing Rail Transit Passenger Delay with Data from a Tap-In, Tap-Out Fare System, Justin Antos and Michael D. Eichler
Exploring the effects of perceived values, free bus transfer, and penalties on intermodal metro–bus transfer users' intention, Yung-Hsiang Cheng and Wei-Chih Tseng
Evaluating Pay-on-Entry Versus Proof-of-Payment Ticketing in Light Rail Transit, Graham Currie and James Reynolds
