Submissions from 2025
Behavioural loyalty analysis of bus passengers using multi-source data fusion, Yu Fu, Xiang Wang, Fanrui Meng, Sihan Wang, Yangchen Song, and Yutong Wang
Dynamic inference for left behind probabilities on congested metro routes, Weiyan Mu, Xin Wang, and Shifeng Xiong
Understanding passenger route choice behavior under the influence of detailed route information based on smart card data, Zhuangbin Shi, Wenqin Pan, Mingwei He, and Yang Liu
Adaptive inference for dynamic passenger route usage patterns in a metro network considering time-varying and heavy-tailed travel times, Zhuangbin Shi, Wei Shen, Paul Schonfeld, Yang Liu, and Ning Zhang
Nonlinearities and threshold points in the effect of contextual features on the spatial and temporal variability of bus use in Beijing using explainable machine learning: Predictable or uncertain trips?, Sui Tao, Francisco Rowe, and Hongyu Shan
Big data for decision-making in public transport management: A comparison of different data sources, Valeria Maria Urbano, Marika Arena, and Giovanni Azzone
Individual response prediction and personalized guidance strategy optimization in urban rail transit networks, Xueqin Wang, Xinyue Xu, Junyi Zhang, and Jun Liu
Assessing urban-scale spatiotemporal heterogeneous metro station coverage using multi-source mobility data, Guozheng Zhang, Dianhai Wang, Mengwei Chen, Jiaqi Zeng, and Zhengyi Cai
Mobility knowledge graph: review and its application in public transport, Qi Zhang, Zhenliang Ma, Pengfei Zhang, and Erik Jenelius
Unveiling the population heterogeneity in time-money trade-offs: Insights from Beijing’s subway commuters, Xinzhu Zheng, Xuelan Yang, and Bin Meng
Submissions from 2024
Managing transit-oriented development: A comparative analysis of expert groups and multi-criteria decision making methods, Reza Abdullah, Blessy David Xavier, Hyewon Namgung, Varun Varghese, and Akimasa Fujiwara
Origin–destination matrices from smartphone apps for bus networks, Benedetto Barabino, Mauro Coni, Massimo Di Francesco, Andrea Obino, and Roberto Ventura
Impact of Station Design and Passengers Flow on Urban Rail Dwell Time: A Systemwide Analysis Using APC and AVL Data, Suryakant Buchunde, Saeid Saidi, and Shervin Ataeian
Identifying human mobility patterns using smart card data, Oded Cats
Resilience of socio-technical transportation systems: A demand-driven community detection in human mobility structures, Ho-Yin Chan, Hanxi Ma, and Jiangping Zhou
Characterising travel behaviour patterns of transport hub station area users using mobile phone data, Long Cheng, Xinmei Cai, Zhuo liu, Zhiren Huang, Wendong Chen, and Frank Witlox
Trends in Toronto’s Subway Ridership Recovery: An Exploratory Analysis of Wi-Fi Records, Roger Chen, Amer Shalaby, and Diego Da Silva
Modulated spatiotemporal clustering of smart card users, Rémi Decouvelaere, Martin Trépanier, and Bruno Agard
To ride-hail or not to ride-hail? Complementarity and competition between public transit and transportation network companies through the lens of app data, Hengfang Deng, Edgar Castro, Sage Gibbons, Justin de Benedictus-Kessner, Ryan Qi Wang, and Daniel T. O'Brien
Bus Line Shift Behaviour: Evidence of Influential Factors based on Smart Card Data, Leise Kelli de Oliveira, Cassiano Augusto Isler, Gustavo Balieiro, Tulio Lima Lessa Carvalho, and Marco Adriano Littig
Estimation of dynamic Origin–Destination matrices in a railway transportation network integrating ticket sales and passenger count data, Greta Galliani, Piercesare Secchi, and Francesca Ieva
Analyzing spatiotemporal distribution patterns of metro ridership: Comparison between common-class and business-class carriage service, Fan Gao, Chunyang Han, Linchuan Yang, Jian Liang, Xuan He, and Fan Li
Framework for evaluating online public opinions on urban rail transit services through social media data classification and mining, Shi-Hao Gong, Jing Teng, Chu-Yu Duan, and Shao-Jie Liu
Using Wi-Fi Connection Data to Analyze Performance of the Subway System in Toronto, Canada, Aidan Grenville, Willem Klumpenhouwer, and Amer Shalaby
Methods of measuring mode share and mode shift at different spatial scales and timescales, Clarissa Han, Robert Kochhan, Daniel Ainalis, Amolika Sinha, and Ronny Kutadinata
Everyday mobility and citizenship: a living lab approach, Malin Henriksson, Jessica Berg, and Greger Henriksson
Investigating socio-spatial differentiation for metro travelers using smart card data: Older people vs. others, Jie Huang, Meicheng Xiong, Jiaoe Wang, Long Cheng, and Haoran Yang
Public transport route choice modelling: Reducing estimation bias when using smart card data, Jesper Bláfoss Ingvardson, Mikkel Thorhauge, Otto Anker Nielsen, and Morten Eltved
Inferring alighting bus stops from smart card data combined with cellular signaling data, Ziqin Lan, Zixuan Zhang, Jiatao Chen, and Ming Cai
An adaptive route choice model for integrated fixed and flexible transit systems, David Leffler, Wilco Burghout, Oded Cats, and Erik Jenelius
Navigating the transit network: Understanding riders’ information seeking behavior using trip planning data, Lisa Li and Amer Shalaby
Investigating night shift workers’ commuting patterns using passive mobility data, Sungho Lim, Haesung Ahn, Seungchul Shin, Dongmin Lee, and Yong Hoon Kim
Socio-Economic and Spatial Disparity of Bus Ridership Impacts in King County, Washington, During COVID-19, Joanne Yuh-Jye Lin, Cynthia Chen, and Ohay Angah
Assessing effects of pandemic-related policies on individual public transit travel patterns: A Bayesian online changepoint detection based framework, Yuqian Lin, Yang Xu, Zhan Zhao, Wei Tu, Sangwon Park, and Qingquan Li
Impacts of public transit delays and disruptions on equity seeking groups in Toronto – A time-expanded graph approach, Rick Zhaoju Liu and Amer Shalaby
Longitudinal analysis of public transport usage by older people using a latent Markov model, Shasha Liu, Toshiyuki Yamamoto, and Toshiyuki Nakamura
Human-Machine collaborative decision-making approach to scheduling customized buses with flexible departure times, Tao Liu, Hailin You, Konstantinos Gkiotsalitis, and Oded Cats
Efficiency and equality of the multimodal travel between public transit and bike-sharing accounting for multiscale, Zhihang Liu, Chenyu Fang, Hao Li, Jinlin Wu, Lin Zhou, and Martin Werner
Evaluation and determinants of metro users' regularity: Insights from transit one-card data, Xinwei Ma, Xiaolin Tian, Zejin Jin, Hongjun Cui, Yanjie Ji, and Long Cheng
Understanding the timing of urban morning commuting trips on mass transit railway systems, Yaochen Ma, Hai Yang, and Zhiyuan Liu
Using Geographically Weighted Models to Explore Temporal and Spatial Varying Impacts on Commute Trip Change Resulting from COVID-19, Saeed Saleh Namadi, Behnam Tahmasbi, Asal Mehditabrizi, Aref Darzi, and Deb Niemeier
Early Pandemic Behaviors and the Role of Vaccines in Reversing Pandemic Mobility Trends: Evidence from a U.S. Panel, Hassan Obeid, Michael Anderson, Mohamed Amine Bouzaghrane, Meiqing Li, Madeleine Parker, Drake Hayes, Karen Frick, Daniel Rodriguez, Daniel Chatman, Raja Sengupta, and Joan Walker
Examining Transit Activity Data from StreetLight Using Ridership Data from Virginia Transit Agencies, Afrida Raida, Peter B. Ohlms, and T. Donna Chen
Evaluation Framework for Multi-Modal Public Transport Systems Based on Connectivity and Transfers at Stop Level, Charalampos Sipetas, Zhiren Huang, and Alonso Espinosa Mireles de Villafranca
A data-driven framework for natural feature profile of public transport ridership: Insights from Suzhou and Lianyungang, China, Tianli Tang, Ziyuan Gu, Yuanxuan Yang, Haobo Sun, Siyuan Chen, and Yuting Chen
Inferring unable-to-board commuters for overcrowded buses using smart card data, Hong En Tan and Muhamad Azfar Ramli
Data-Driven Real-Time Denied Boarding Prediction in Urban Railway Systems, Kerem S. Tuncel, Haris N. Koutsopoulos, and Zenliang Ma
Deep Learning Model for Short-Term Origin–Destination Distribution Prediction in Urban Rail Transit Network Considering Destination Choice Behavior, Yue Wang, Enjian Yao, Yongsheng Zhang, Long Pan, and He Hao
Identifying the Optimum Combination of Use of Smartphone Apps and Hedonic Motivation for Increasing Public Transit Loyalty: An fsQCA Approach, Yang Wu, Jiatao Chen, Yongping Zhang, Yang Zhang, and Lizhen Zhou
The 2-month lockdown and commuting behavior transformation in Shanghai: A phone signal data-based analysis, Weiye Xiao, Han Li, Feng Yuan, and Wen Chen
Estimation of schedule preference and crowding perception in urban rail corridor commuting: An inverse optimization method, Pu Xu, Tian-Liang Liu, Qiong Tian, Bingfeng Si, Wei Liu, and Hai-Jun Huang
Multi-group exploration of the built environment and metro ridership: Comparison of commuters, seniors and students, Haoran Yang, Qinran Zhang, Jing Wen, Xu Sun, and Linchuan Yang
Data-Driven Approach for Measuring and Managing Physical Distancing in Subways during Pandemic Conditions, Hyunsoo Yun, Eun Hak Lee, Sedong Moon, and Dong-Kyu Kim
Non-linear impact of the built environment on metro commuter flows before and after the COVID-19 outbreak: A case study in Guangzhou, Peng Zang, Hualong Qiu, Yun Yu, Kaihan Chen, Haifan Zhang, Bingjiang Ye, and Hongxu Guo
Effects of built environment on metro ridership at a microscopic scale: a case study of Xi’an, China, Siyi Zhang, Yonggang Wang, Zixuan Liu, and Jiazhuo Huang
A metro smart card data-based analysis of group travel behaviour in Shanghai, China, Yongping Zhang, Ed Manley, Karel Martens, and Michael Batty
Origin–destination matrix estimation for public transport: A multi-modal weighted graph approach, Dong Zhao, Adriana-Simona Mihăiţă, Yuming Ou, Hanna Grzybowska, and Mo Li
Submissions from 2023
Machine Learning Applied to Public Transportation by Bus: A Systematic Literature Review, Tielle Alexandre, Flávia Bernardini, José Viterbo, and Carlos Eduardo Pantoja
The effect of economic incentives and cooperation messages on user participation in crowdsourced public transport technologies, Jacqueline Arriagada, Claudio Mena, Marcela Munizaga, and Daniel Schwartz
Relating emotions, psychophysiological indicators and context in public transport trips: Case study and a joint framework for data collection and analysis, Carlos Barría, C. Angelo Guevara, Angel Jmenez-Molina, and Sebastian Seriani
Crowding on public transport using smart card data during the COVID-19 pandemic: New methodology and case study in Chile, Franco Basso, Jonathan Frez, Hugo Hernández, Víctor Leiva, Raúl Pezoa, and Mauricio Varas
Comparison of station-based and free-floating bikeshare systems as feeder modes to the metro, Long Cheng, Jie Huang, Tanhua Jin, Wendong Chen, Aoyong Li, and Frank Witlox
A holistic data-driven framework for developing a complete profile of bus passengers, Siyuan Chen, Xin Liu, Cheng Lyu, Ljubo Vlacic, Tianli Tang, and Zhiyuan Liu
I can board, but I’d rather wait: Active boarding delay choice behaviour analysis using smart card data in metro systems, Xin Chen, Yu Jiang, Jesper Bláfoss Ingvardson, Xia Luo, and Otto Anker Nielsen
A recursive stochastic transit equilibrium model estimated using passive data from Santiago, Chile, Cristián E. Cortés, Pedro Donoso, Leonel Gutiérrez, Daniel Herl, and Diego Muñoz
City Transit Rider Tweets: Understanding Sentiments and Politeness, Subasish Das and Hamsa Abbas Zubaidi
Perception of overlap in multi-modal urban transit route choice, Malvika Dixit, Oded Cats, Ties Brands, Niels van Oort, and Serge Hoogendoorn
Estimating Intermodal Transfer Barriers to Light Rail using Smartcard Data in Seattle, WA, James Eager, Chang-Hee Christine Bae, and Edward D. McCormack
Artificial Intelligence Techniques for Predicting Individuals’ Mode Choice Behavior in Mansoura City, Egypt, Marwa Elharoun, Sherif M. El-Badawy, and Usama Elrawy Shahdah
Combined Effect of Changes in Transit Service and Changes in Occupancy on Per-Passenger Energy Consumption, Huiying Fan, Hongyu Lu, Ziyi Dai, Reid Passmore, Angshuman Guin, Kari Watkins, and Randall Guensler
Investigating occasional travel patterns based on smartcard transactions, Nir Fulman, Maria Marinov, and Itzhak Benenson
A data fusion approach with mobile phone data for updating travel survey-based mode split estimates, Eduardo Graells-Garrido, Daniela Opitz, Francisco Rowe, and Jacqueline Arriagada
Missing data imputation for transfer passenger flow identified from in-station WiFi systems, Wenhua Jiang, Nan Zheng, and Inhi Kim
Understanding the land use function of station areas based on spatiotemporal similarity in rail transit ridership: A case study in Shanghai, China, Hongzan Jiao, Shibiao Huang, and Yu Zhou
Measuring activity-based social segregation using public transport smart card data, Lukas Kolkowski, Oded Cats, Malvika Dixit, Trivik Verma, Erik Jenelius, Matej Cebecauer, and Isak Jarlebring Rubensson
Trip-pair based clustering model for urban mobility of bus passengers in Macao, W. K. Ku, K. P. Kou, S. H. Lam, and K. I. Wong
Social and spatial heterogeneities in COVID-19 impacts on individual's metro use: A big-data driven causality inference, Chengcheng Liu and Wenjia Zhang
Disparities in public transit accessibility and usage by people with mobility disabilities: An evaluation using high-resolution transit data, Luyu Liu, Armita Kar, Ahmad Ilderim Tokey, Huyen T.K. Le, and Harvey J. Miller
Nonlinear effects of built environment features on metro ridership: An integrated exploration with machine learning considering spatial heterogeneity, Mengyang Liu, Yuxuan Liu, and Yu Ye
A congested schedule-based dynamic transit passenger flow estimator using stop count data, Qi Liu and Joseph Y.J. Chow
Who is returning to public transport for non-work trips after COVID-19? Evidence from older citizens' smart cards in the UK's second largest city region, Alfie Long, Ffion Carney, and Jens Kandt
Influential factors in customer satisfaction of transit services: Using crowdsourced data to capture the heterogeneity across individuals, space and time, Shuli Luo, Sylvia Y. He, Susan Grant-Muller, and Linqi Song
A novel modelling approach of integrated taxi and transit mode and route choice using city-scale emerging mobility data, Rakhi Manohar Mepparambath, Yong Sheng Soh, Vasundhara Jayaraman, Hong En Tan, and Muhamad Azfar Ramli
Decoding customer experiences in rail transport service: application of hybrid sentiment analysis, Dibya Nandan Mishra and Rajeev Kumar Panda
Nonlinear, threshold and synergistic effects of first/last-mile facilities on metro ridership, Bozhezi Peng, Yi Zhang, Chaoyang Li, Tao Wang, and Shengqiang Yuan
Estimation of trip purposes in public transport during the COVID-19 pandemic: The case of Santiago, Chile, Raúl Pezoa, Franco Basso, Paulina Quilodrán, and Mauricio Varas
Exploring the potential role of bikeshare to complement public transit: The case of San Francisco amid the coronavirus crisis, Xiaodong Qian, Miguel Jaller, and Giovanni Circella
Is ride-hailing competing or complementing public transport? A perspective from affordability, Si Qiao and Anthony Gar-On Yeh
SentiHawkes: a sentiment-aware Hawkes point process to model service quality of public transport using Twitter data, Mohammad Masoud Rahimi, Elham Naghizade, Mark Stevenson, and Stephan Winter
Estimating on-board passenger comfort in public transport vehicles using incomplete automatic passenger counting data, Claudio Roncoli, Ektoras Chandakas, and Ioannis Kaparias
A supervised machine learning model for imputing missing boarding stops in smart card data, Nadav Shalit, Michael Fire, and Eran Ben-Elia
Spatio-temporal analysis of carbon footprints for urban public transport systems based on smart card data, Wen-Long Shang, Yishui Chen, Qing Yu, Xuewang Song, Yanyan Chen, Xiaolei Ma, Xiqun Chen, Zhijia Tan, Jianling Huang, and Washington Ochieng
Evaluating the impact of waiting time reliability on route choice using smart card data, Sanmay Shelat, Oded Cats, Niels van Oort, and J. W.C. van Lint
Graph Supported Mode Detection within Mobile Phone Data Trajectories, Thomas Wischer, Michael Cik, and Martin Fellendorf
Quantifying the impact of COVID-19 on travel behavior in different socio-economic segments, Haoning Xi, Qin Li, David A. Hensher, John D. Nelson, and Chinh Ho
Predictability of short-term passengers’ origin and destination demands in urban rail transit, Fang Yang, Chunyan Shuai, Qian Qian, Wencong Wang, Mingwei He, Min He, and Jaeyoung Lee
Detection and analysis of transfer time in urban rail transit system using WIFI data, Li Yan, Nan Si-Rui, Guo Yue, Zhu Chi-Hua, and Li Duo
How public shared bike can assist first and last mile accessibility: A case study of the MRT system in Taipei City, Taiwan, Barbara T.H. Yen, Corinne Mulley, and Chia-Jung Yeh
Transfer Penalty Estimation of Bus Passengers Considering Travel Frequency in Chengdu, China, Pengyao Ye, Yifeng Deng, Hong Yang, and Wenbo Fan
Clustering-Based Travel Pattern for Individual Travel Prediction of Frequent Passengers by Using Transit Smart Card, Pengyao Ye and Yiqing Ma
