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 …

Spatiotemporal impacts of urban structure upon urban land-use efficiency: Evidence from 280 cities in China

X Liao, C Fang, T Shu, Y Ren - Habitat International, 2023 - Elsevier
The looming challenge of global land scarcity entails sha** urban structure towards more
efficient land use. To figure out how urban structure affects urban land-use efficiency …

Comparative Analysis of Usage Patterns and Underlying Determinants for Ride-hailing and Traditional Taxi Services: A Chicago Case Study

Z Wang, Y Zhang, B Jia, Z Gao - Transportation Research Part A: Policy and …, 2024 - Elsevier
As app-based ride-hailing (or e-hailing) services have achieved great success worldwide,
the traditional taxi industry faces an unprecedented crisis. To gain a deeper understanding …

Micromobility services before and after a global pandemic: impact on spatio-temporal travel patterns

D Arias-Molinares, JC García-Palomares… - International Journal of …, 2023 - Taylor & Francis
Sudden changes in urban mobility were caused due to the COVID-19 pandemic. The
impacts are yet to be furtherly measured and analyzed. Our article uses GPS records …

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 …

Characterizing mobility patterns of private electric vehicle users with trajectory data

X Yang, C Zhuge, C Shao, Y Huang, JHCG Tang… - Applied Energy, 2022 - Elsevier
Human mobility pattern analysis has received rising attention. However, little is known about
the mobility patterns of private Electric Vehicle (EV) users. In response, this paper …

Exploring built environment factors that influence the market share of ridesourcing service

H Yang, J Huo, R Pan, K **e, W Zhang, X Luo - Applied Geography, 2022 - Elsevier
The ridesourcing service has taken a large portion of the taxi market in the past few years.
Many studies have explored the influencing factors of traditional taxi and ridesourcing …

Exploring the spatially heterogeneous effect of the built environment on ride-hailing travel demand: A geographically weighted quantile regression model

F Liu, F Gao, L Yang, C Han, W Hao, J Tang - Travel Behaviour and Society, 2022 - Elsevier
Investigating the relationships between ride-hailing travel demand and the built environment
is of utmost importance to sustainable development. Previous studies have explored the …

Influence of the built environment on taxi travel demand based on the optimal spatial analysis unit

Y Duan, C Yuan, X Mao, J Zhao, N Ma - PLoS one, 2023 - journals.plos.org
When discussing the influence of the built environment on taxi travel demand, few studies
have considered the effect of the modifiable areal unit problem (MAUP) or the influence of …

Interrelationships between traditional taxi services and online ride-hailing: empirical evidence from **amen, China

W Di, M Tomio, T Morikawa - Sustainable Cities and Society, 2022 - Elsevier
This study aimed to examine the underlying interrelationships between traditional taxi
services and online ride-hailing. To this end, demand data for these two mobility modes …