A comprehensive review of shared mobility for sustainable transportation systems

J Zhu, N Xie, Z Cai, W Tang, X Chen - International Journal of …, 2023 - Taylor & Francis
This study provides a comprehensive review of the significant elements in sustainable
transportation systems with shared mobility. The main subsets of shared mobility includes …

A systematic literature review on machine learning in shared mobility

J Teusch, JN Gremmel, C Koetsier… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Shared mobility has emerged as a sustainable alternative to both private transportation and
traditional public transport, promising to reduce the number of private vehicles on roads …

[HTML][HTML] Ride-pooling demand prediction: A spatiotemporal assessment in Germany

F Zwick, KW Axhausen - Journal of Transport Geography, 2022 - Elsevier
Ride-pooling has attracted considerable attention from both academia and practitioners in
recent years, promising to reduce traffic volumes and its negative impacts in urban areas …

Analyzing spatial heterogeneity of ridesourcing usage determinants using explainable machine learning

X Zhang, Z Zhou, Y Xu, X Zhao - Journal of Transport Geography, 2024 - Elsevier
There is a pressing need to study spatial heterogeneity of ridesourcing usage determinants
to develop better-targeted transportation and land use policies. This study incorporates …

[PDF][PDF] Machine learning approach for spatial modeling of ridesourcing demand

X Zhang, X Zhao - Journal of Transport Geography, 2022 - researchgate.net
Accurately forecasting ridesourcing demand is important for effective transportation planning
and policy-making. With the rise of Artificial Intelligence (AI), researchers have started to …

What is the elasticity of sharing a ridesourcing trip?

S Wang, RB Noland - Transportation Research Part A: Policy and Practice, 2021 - Elsevier
Transportation network companies (TNCs) offer a ride-splitting option for ridesourcing trips,
allowing users to share the vehicle with others at a lower fare. While encouraging shared …

Were ride-hailing fares affected by the COVID-19 pandemic? Empirical analyses in Atlanta and Boston

T Silveira-Santos, ABR González, T Rangel, RF Pozo… - Transportation, 2024 - Springer
Ride-hailing services such as Lyft, Uber, and Cabify operate through smartphone apps and
are a popular and growing mobility option in cities around the world. These companies can …

Investigating socio-spatial differences between solo ridehailing and pooled rides in diverse communities

J Soria, A Stathopoulos - Journal of Transport Geography, 2021 - Elsevier
Transformative mobility services present both considerable opportunities and challenges for
urban mobility systems. Increasing attention is being paid to ridehailing platforms and …

Shifting mobility behaviors in unprecedented times: A multigroup MIMIC model investigating intentions to use on-demand ride services during the COVID-19 pandemic

M Said, J Soria, A Stathopoulos - Transportation Research …, 2023 - journals.sagepub.com
The spread of COVID-19 has been a major disruptive force in people's everyday lives and
mobility behavior. The demand for on-demand ride services, such as taxis and ridehailing …

Does ridesourcing respond to unplanned rail disruptions? A natural experiment analysis of mobility resilience and disparity

E Borowski, J Soria, J Schofer, A Stathopoulos - Cities, 2023 - Elsevier
Urban rail transit networks provide critical access to opportunities and livelihood in many
urban systems. Ensuring that these services are resilient (that is, exhibiting efficient …