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The last decade has seen a rapid rise in the number of bikeshare programs, where bikes are made available throughout a community on an as-needed basis. Given that many of these programs are at least partially publicly funded, a central…

Applications · Statistics 2019-06-04 Simon Couch , Heather Kitada Smalley

In 2017, dockless bikeshare systems were introduced in the United States, followed by dockless scootershare in early 2018. These new mobility options are expected to complement the existing station-based bikeshare systems, which are bound…

Applications · Statistics 2019-07-29 Kiana Roshan Zamir , Iryna Bondarenko , Arefeh Nasri , Stefanie Brodie , Kimberly Lucas

The micromobility is shaping first- and last-mile travels in urban areas. Recently, shared dockless electric scooters (e-scooters) have emerged as a daily alternative to driving for short-distance commuters in large cities due to the…

Social and Information Networks · Computer Science 2022-01-07 Yunhe Feng , Dong Zhong , Peng Sun , Weijian Zheng , Qinglei Cao , Xi Luo , Zheng Lu

The growing popularity of e-scooters and their rapid expansion across urban streets has attracted widespread attention. A major policy question is whether e-scooters substitute existing mobility options or fill the service gaps left by…

Computers and Society · Computer Science 2021-03-17 Xiang Yan , Wencui Yang , Xiaojian Zhang , Yiming Xu , Ilir Bejleri , Xilei Zhao

Dockless electric micro-mobility services (e.g., shared e-scooters and e-bikes) have been increasingly popular in the recent decade, and a variety of charging technologies have emerged for these services. The use of charging stations,…

Optimization and Control · Mathematics 2025-01-22 Yining Liu , Yanfeng Ouyang

Bikes are among the healthiest, greenest, and most affordable means of transportation for a better future city, but mobility patterns of riders with different income were rarely studied due to limitations on collecting data. Newly emergent…

Physics and Society · Physics 2024-06-11 Tianli Gao , Zikun Xu , Chenxin Liu , Yu Yang , Fan Shang , Ruiqi Li

Recent technological developments have shown significant potential for transforming urban mobility. Considering first- and last-mile travel and short trips, the rapid adoption of dockless bike-share systems showed the possibility of…

Computers and Society · Computer Science 2021-02-01 Dániel Kondor , Xiaohu Zhang , Malika Meghjani , Paolo Santi , Jinhua Zhao , Carlo Ratti

Bike-sharing is becoming increasingly popular as an urban traffic mode while increasing the affordability, flexibility, and reliability of interconnected public transportation systems (i.e., interconnected light rail, buses, micro-mobility,…

Systems and Control · Electrical Eng. & Systems 2022-04-19 Pedram Beigi , Michel Khoueiry , Mohammad Sadra Rajabi , Samer Hamdar

E-scooter-sharing and e-bike-sharing systems are accommodating and easing the increased traffic in dense cities and are expanding considerably. However, these new micro-mobility transportation modes raise numerous operational and safety…

Computers and Society · Computer Science 2020-06-09 Mohammed Hamad Almannaa , Huthaifa I. Ashqar , Mohammed Elhenawy , Mahmoud Masoud , Andry Rakotonirainy , Hesham Rakha

Fundamental laws of human mobility have been extensively studied, yet we are still lacking a comprehensive understanding of the mobility patterns of sharing conveyances. Since travellers would highly probably no longer possess their own…

Physics and Society · Physics 2022-02-16 Ruiqi Li , Ankang Luo , Fan Shang , Linyuan Lv , Jingfang Fan , Gang Lu , Liming Pan , Lixin Tian , H. Eugene Stanley

Bike Sharing Systems (BSSs) play a crucial role in promoting sustainable urban mobility by facilitating short-range trips and connecting with other transport modes. Traditionally, most BSS fleets have consisted of mechanical bikes…

Physics and Society · Physics 2024-09-23 Aleix Bassolas , Jordi Grau-Escolano , Julian Vicens

This study examines how the introduction of shared electric scooters (e-scooters) affects public transport demand in Santiago, Chile, analyzing whether they complement or substitute for existing transit services. We used smart card data…

Computers and Society · Computer Science 2025-06-17 Daniela Opitz , Eduardo Graells-Garrido , Jacqueline Arriagada , Matilde Rivas , Natalia Meza

The spread of the coronavirus pandemic had negative repercussions on the majority of transport systems in virtually all countries. After the lockdown period, travel restriction policies are now frequently adapted almost real-time according…

General Economics · Economics 2023-09-29 Marco Diana , Andrea Chicco

The popularity and proliferation of electric scooters (e-scooters) as a micromobility solution in our cities and urban communities has been rapidly rising. Rent-by-the-minute pricing and a healthy competition between micromobility service…

Computers and Society · Computer Science 2020-07-23 Anindya Maiti , Nisha Vinayaga-Sureshkanth , Murtuza Jadliwala , Raveen Wijewickrama , Greg P. Griffin

In shared micromobility networks, such as bike-share and scooter-share networks, using trip data to accurately estimate demand in docked and dockless systems is critical to analyzing how the system is operating, such as identifying the…

Computation · Statistics 2023-10-13 Alice Paul , Kyran Flynn , Cassandra Overney

Micromobility vehicles are gaining popularity due to their portable nature, and their ability to serve short distance urban commutes better than traditional modes of transportation. Most of these vehicles, offered by various micromobility…

Cryptography and Security · Computer Science 2020-01-07 Nisha Vinayaga-Sureshkanth , Raveen Wijewickrama , Anindya Maiti , Murtuza Jadliwala

This study evaluates the accessibility of public EV charging stations in the Washington metropolitan area using a comprehensive measure that accounts for both destination-based and en route charging opportunities. By incorporating the full…

Physics and Society · Physics 2024-09-16 Asal Mehditabrizi , Behnam Tahmasbi , Saeed Saleh Namadi , Cinzia Cirillo

Bike-sharing is an environmentally friendly shared mobility mode, but its self-loop phenomenon, where bikes are returned to the same station after several time usage, significantly impacts equity in accessing its services. Therefore, this…

Machine Learning · Computer Science 2025-11-05 Yichen Wang , Qing Yu , Yancun Song

The Citi Bike deployment changes the landscape of urban mobility in New York City and provides an example of a scalable solution that many other large cities are already adopting around the world. Urban stakeholders who are considering a…

Physics and Society · Physics 2018-08-22 Stanislav Sobolevsky , Ekaterina Levitskaya , Henry Chan , Marc Postle , Constantine Kontokosta

The growing popularity of bike-sharing systems around the world has motivated recent attention to models and algorithms for their effective operation. Most of this literature focuses on their daily operation for managing asymmetric demand.…

Optimization and Control · Mathematics 2022-03-15 Daniel Freund , Shane G. Henderson , David B. Shmoys
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