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 …
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 …
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 …
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
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 …
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
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 …
to develop better-targeted transportation and land use policies. This study incorporates …
Characterizing mobility patterns of private electric vehicle users with trajectory data
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 …
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
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 …
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
Investigating the relationships between ride-hailing travel demand and the built environment
is of utmost importance to sustainable development. Previous studies have explored the …
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 …
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
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 …
services and online ride-hailing. To this end, demand data for these two mobility modes …