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Today, GPS-equipped mobile devices are ubiquitous, and they generate Location-Based Service (LBS) data, which has become a critical resource for understanding human mobility. However, inherent limitations in LBS datasets, primarily…

计算工程、金融与科学 · 计算机科学 2024-11-26 Xinhua Wu , Yanchao Wang , Ekin Ugurel , Cynthia Chen , Shuai Huang , Qi R. Wang

Emerging transportation technologies, such as ride-hailing and autonomous vehicles, are disrupting the transportation sector and transforming public transit. Some transit observers envision future public transit to be integrated transit…

应用统计 · 统计学 2019-01-24 Xiang Yan , Xilei Zhao , Yuan Han , Pascal Van Hentenryck , Tawanna Dillahunt

Ride-pooling remains a promising emerging mode with a potential to contribute towards urban sustainability and emission reductions. Recent studies revealed complexity and diversity among travellers' ride-pooling aptitudes. So far,…

物理与社会 · 物理学 2023-07-21 Michal Bujak , Rafal Kucharski

Large-scale human mobility datasets play increasingly critical roles in many algorithmic systems, business processes and policy decisions. Unfortunately there has been little focus on understanding bias and other fundamental shortcomings of…

计算机与社会 · 计算机科学 2025-08-04 Katinka den Nijs , Elisa Omodei , Vedran Sekara

Many special events, including sport games and concerts, often cause surges in demand and congestion for transit systems. Therefore, it is important for transit providers to understand their impact on disruptions, delays, and fare revenues.…

最优化与控制 · 数学 2021-06-11 Tejas Santanam , Anthony Trasatti , Pascal Van Hentenryck , Hanyu Zhang

Transportation equity advocates recommend improving public transit in low-income neighbourhoods to alleviate socio-spatial inequalities and increase quality of life. However, transportation planners often overlook transit investments in…

物理与社会 · 物理学 2022-05-11 Elnaz Yousefzadeh Barri , Steven Farber , Anna Kramer , Hadi Jahanshahi , Jeff Allen , Eda Beyazit

Pedestrians often need to decide between different routes they can use to reach their intended destinations, both during emergencies and in their daily lives. This route-choice behavior is important in determining traffic management,…

物理与社会 · 物理学 2019-12-19 Hongliu Li , Jun Zhang , Long Xia , Weiguo Song , Nikolai W. F. Bode

This paper analyzes the impact of COVID-19 related lockdowns in the Atlanta, Georgia metropolitan area by examining commuter patterns in three periods: prior to, during, and after the pandemic lockdown. A cellular phone location dataset is…

机器学习 · 计算机科学 2023-02-28 Tejas Santanam , Anthony Trasatti , Hanyu Zhang , Connor Riley , Pascal Van Hentenryck , Ramayya Krishnan

Urban mobility in developing countries, particularly in cities like Cali, Colombia, faces multifaceted challenges influenced by socioeconomic factors and the distinct characteristics of transport users Despite motorcycles emerging as a…

物理与社会 · 物理学 2024-02-14 Kathleen Salazar-Serna , Jesus D. Diaz , Isabel C. Garcia

Curb space is one of the busiest areas in urban road networks. Especially in recent years, the rapid increase of ride-hailing trips and commercial deliveries has induced massive pick-ups/drop-offs (PUDOs), which occupy the limited curb…

机器学习 · 计算机科学 2024-01-03 Xiaohui Liu , Sean Qian , Hock-Hai Teo , Wei Ma

Pedestrian routing choices play a crucial role in shaping collective crowd dynamics, yet the influence of interactions among unfamiliar individuals remains poorly understood. In this study, we analyze real-world pedestrian behavior at a…

物理与社会 · 物理学 2026-03-25 Ziqi Wang , Alessandro Gabbana , Federico Toschi

The paper presents an empirical investigation of telecommuting frequency choices by post-secondary students in Toronto. It uses a dataset collected through a large-scale travel survey conducted on post-secondary students of four major…

计量经济学 · 经济学 2020-04-10 Khandker Nurul Habib , Ph. D. , PEng

With the widespread installation of location-enabled devices on public transportation, public vehicles are generating massive amounts of trajectory data in real time. However, using these trajectory data for meaningful analysis requires…

数据库 · 计算机科学 2019-09-04 Kien Nguyen , Jingyun Yang , Yijun Lin , Jianfa Lin , Yao-Yi Chiang , Cyrus Shahabi

Given the rapid recent trend of urbanization, a better understanding of how urban infrastructure mediates socioeconomic interactions and economic systems is of vital importance. While the accessibility of location-enabled devices as well as…

This work considers the sensitivity of commute travel times in US metro areas due to potential changes in commute patterns, for example caused by events such as pandemics. Permanent shifts away from transit and carpooling can add vehicles…

物理与社会 · 物理学 2023-03-03 Yue Hu , William Barbour , Kun Qian , Christian Claudel , Samitha Samaranayake , Daniel B. Work

Homelessness in American cities is becoming an ever more prominent issue, but its causes remain contested, ranging from mental health and substance abuse to housing affordability and local labor markets. To shed light on this issue, I…

综合经济学 · 经济学 2026-01-06 Richard Yun

Residential segregation recently has shifted to more class or income-based in the United States, and neighborhoods are undergoing significant changes such as commuting patterns over time. To better understand the commuting inequality across…

应用统计 · 统计学 2020-06-08 Yujie Hu , Fahui Wang , Chester Wilmot

Hurricanes severely disrupt infrastructure and restrict access to essential services. While the physical impacts on post-disaster mobility are well studied, less is known about how individual travel behaviors change during and after…

社会与信息网络 · 计算机科学 2026-01-16 Qian He , Zihui Ma , Songhua Hu , Behnam Tahmasbi

Cities around the world face significant barriers to grow urban cycling, including competing budgetary priorities and car-centric streets. Thus, when making decisions regarding the installation of bicycle infrastructure, it is crucial to…

物理与社会 · 物理学 2025-07-08 Marcel Moran , Malik Salman , Takahiro Yabe

Most cities in the US and in the world were organized around car traffic. In particular, large structures such as urban freeways or ring roads were built for reducing car traffic congestion. With the evolution of public transportation,…

物理与社会 · 物理学 2023-03-29 Erwan Taillanter , Marc Barthelemy