[HTML][HTML] How machine learning informs ride-hailing services: A survey

Y Liu, R Jia, J Ye, X Qu - Communications in Transportation Research, 2022 - Elsevier
In recent years, online ride-hailing services have emerged as an important component of
urban transportation system, which not only provide significant ease for residents' travel …

Shared mobility problems: a systematic review on types, variants, characteristics, and solution approaches

KH Ting, LS Lee, S Pickl, HV Seow - Applied Sciences, 2021 - mdpi.com
The Shared Mobility Problems (SMP) with the rideshare concept based on sharing a vehicle
are fast becoming a trend in many urban cities around the world. Examples of these …

Exploring a large-scale multi-modal transportation recommendation system

Y Liu, C Lyu, Z Liu, J Cao - Transportation Research Part C: Emerging …, 2021 - Elsevier
The emergence of navigation applications with multi-modal trip planning services has
brought about the demand for the multi-modal transportation recommendation systems. In …

Multimodal urban mobility and multilayer transport networks

L Alessandretti, LG Natera Orozco… - … and Planning B …, 2023 - journals.sagepub.com
Transportation networks, from bicycle paths to buses and railways, are the backbone of
urban mobility. In large metropolitan areas, the integration of different transport modes has …

How do you go where? improving next location prediction by learning travel mode information using transformers

Y Hong, H Martin, M Raubal - … of the 30th International Conference on …, 2022 - dl.acm.org
Predicting the next visited location of an individual is a key problem in human mobility
analysis, as it is required for the personalization and optimization of sustainable transport …

Trends in passenger transport optimisation

C Filippi, G Guastaroba, L Peirano… - International …, 2023 - Wiley Online Library
The growing number and complexity of modern megalopolises, where several millions of
inhabitants request efficient transport services, pose colossal challenges to urban mobility …

Proactive scheduling and resource management for connected autonomous vehicles: a data science perspective

S Malik, HA Khattak, Z Ameer, U Shoaib… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Carpooling and the ride-sharing idea are currently resolving many issues faced by modern
societies. The issues regarding the overuse of oil, traffic jams, inefficient use of time …

[HTML][HTML] Shared public transport within a physical internet framework: Reviews, conceptualization and expected challenges under COVID-19 pandemic

J El Ouadi, N Malhene, S Benhadou, H Medromi - Iatss Research, 2021 - Elsevier
Traffic congestion, dominated by private mobility, reveals not only negative impacts on road
safety and the environment, but also on community cohesion. With the global COVID …

Framework for constructing multimodal transport networks and routing using a graph database: A case study in London

S Park, T Cheng - Transactions in GIS, 2023 - Wiley Online Library
Most prior multimodal transport networks have been organized as relational databases with
multilayer structures to support transport management and routing; however, database …

Shared Mobility's Role in Sustainable Mobility: Past, Present, and Future

LM Martinez, JP Pritchard, P Crist - Annual Review of …, 2024 - annualreviews.org
This article reviews shared mobility, a prominent urban transportation concept with
considerable potential to contribute to more sustainable urban mobility. Shared passenger …