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REALISM: A Regulatory Framework for Coordinated Scheduling in Multi-Operator Shared Micromobility Services

SIGSPATIAL/GIS
Shared micromobility (e.g., shared bikes and electric scooters), as a kind of emerging urban transportation, has become more and more popular in the world.
Heng Tan   +4 more
semanticscholar   +1 more source

Drivers and barriers to integrating shared micromobility with public transport A latent class clustering analysis of adoption attitudes in the Netherlands

Journal of Cycling and Micromobility Research
Shared micromobility (SMM), including bicycles, e-bikes, scooters, etc., is often cited as a solution to the first and especially the last mile problem of public transport (PT), yet when implemented, they often do not get adopted by a broader travelling ...
Nejc Geržinič   +4 more
semanticscholar   +1 more source

Pediatric Injuries Among Those Using Active Transportation & Micromobility Devices.

The Pediatric clinics of North America
Transportation-related injuries in children are on the rise, including pedestrian, cycling, and micromobility-related injuries. There are marked racial and economic disparities necessitating a multipronged approach to improving access to public ...
Michael R Flaherty   +2 more
semanticscholar   +1 more source

A Data-Driven Approach for Micromobility Hazards Detection and Safety Enhancement

2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)
Micromobility users may face various types of risks and hazards such as road accidents, conflicts with other road users and poor road infrastructure.
Adel Almohammad   +2 more
semanticscholar   +1 more source

A Heuristic for Battery-Constrained Charging and Rebalancing of Micromobility Devices

Transportation Research Record
This study presents a heuristic approach to optimize the charging and rebalancing of automatic micromobility devices with battery constraints. The methodology integrates a vehicle routing problem to reposition and charge automatic micromobility devices ...
Demetra Protogyrou, L. Hajibabai
semanticscholar   +1 more source

How do activity-end trip characteristics affect the choice for shared micromobility? A latent class choice modelling approach for train station egress trips in the Netherlands

Transportation Research Part A: Policy and Practice
Access/egress travel to train stations continues to pose a significant barrier to increasing the number of train travellers. Shared micromobility (SMM), including bicycles, e-bikes, steps and mopeds, is often cited as a prominent solution, especially for
Nejc Geržinič   +4 more
semanticscholar   +1 more source

Machine Learning in Micromobility: A Systematic Review of Datasets, Techniques, and Applications

arXiv.org
Micromobility systems, which include lightweight and low-speed vehicles such as bicycles, e-bikes, and e-scooters, have become an important part of urban transportation and are used to solve problems such as traffic congestion, air pollution, and high ...
Sen Yan   +4 more
semanticscholar   +1 more source

Regulating Spatial Fairness in a Tripartite Micromobility Sharing System via Reinforcement Learning

arXiv.org
In the growing field of Shared Micromobility Systems, which holds great potential for shaping urban transportation, fairness-oriented approaches remain largely unexplored.
Matteo Cederle   +2 more
semanticscholar   +1 more source

The Impact of the Big Five Personality Traits on Micromobility Use Through Financial Well-Being: Insights from Bursa City, Turkey

Sustainability
This study explores factors influencing micromobility (MM) use in Bursa, Turkey, focusing on personality traits, financial well-being, weather, terrain, and demographics. Using Structural Equation Modeling (SEM) with survey data from 597 respondents, the
Kayhan Ahmetoğulları, M. Rizelioğlu
semanticscholar   +1 more source

Small Fleet, Big Impact: Enhancing Shared Micromobility Efficiency through Minimal Autonomous Vehicle Deployment

International Conference on Systems for Energy-Efficient Built Environments
Shared micromobility systems, such as electric scooters and bikes, have gained widespread popularity as sustainable alternatives to traditional transportation modes.
Heng Tan, Hua Yan, Lucas Yang, Yu Yang
semanticscholar   +1 more source

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