A survey of traffic prediction: from spatio-temporal data to intelligent transportation

H Yuan, G Li - Data Science and Engineering, 2021 - Springer
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …

Efficient ridesharing order dispatching with mean field multi-agent reinforcement learning

M Li, Z Qin, Y Jiao, Y Yang, J Wang, C Wang… - The world wide web …, 2019 - dl.acm.org
A fundamental question in any peer-to-peer ridesharing system is how to, both effectively
and efficiently, dispatch user's ride requests to the right driver in real time. Traditional rule …

Predicting taxi–passenger demand using streaming data

L Moreira-Matias, J Gama, M Ferreira… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
Informed driving is increasingly becoming a key feature for increasing the sustainability of
taxi companies. The sensors that are installed in each vehicle are providing new …

A taxi order dispatch model based on combinatorial optimization

L Zhang, T Hu, Y Min, G Wu, J Zhang, P Feng… - Proceedings of the 23rd …, 2017 - dl.acm.org
Taxi-booking apps have been very popular all over the world as they provide convenience
such as fast response time to the users. The key component of a taxi-booking app is the …

Deep reinforcement learning with knowledge transfer for online rides order dispatching

Z Wang, Z Qin, X Tang, J Ye… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Ride dispatching is a central operation task on a ride-sharing platform to continuously match
drivers to trip-requesting passengers. In this work, we model the ride dispatching problem as …

Analysis of the passenger pick-up pattern for taxi location recommendation

J Lee, I Shin, GL Park - 2008 Fourth international conference …, 2008 - ieeexplore.ieee.org
This paper analyzes a pick-up pattern of taxi service in Jeju area based on the real-life
location history data collected from the Taxi Telematics system, aiming at obtaining useful …

A roadside unit placement scheme for vehicular telematics networks

J Lee, CM Kim - … Conference on Advanced Computer Science and …, 2010 - Springer
This paper designs and measures the performance of a roadside unit placement scheme for
the vehicular telematics network, aiming at improving connectivity and reducing the …

A predictive model for the passenger demand on a taxi network

L Moreira-Matias, J Gama, M Ferreira… - … 15th International IEEE …, 2012 - ieeexplore.ieee.org
In the last decade, the real-time vehicle location systems attracted everyone attention for the
new kind of rich spatio-temporal information. The fast processing of this large amount of …

An efficient scheduling scheme on charging stations for smart transportation

HJ Kim, J Lee, GL Park, MJ Kang, M Kang - International Conference on …, 2010 - Springer
This paper proposes a reservation-based scheduling scheme for the charging station to
decide the service order of multiple requests, aiming at improving the satisfiability of electric …

Design and implementation of a tour planning system for telematics users

J Lee, E Kang, GL Park - … Science and Its Applications–ICCSA 2007 …, 2007 - Springer
Aiming at providing an efficient tour schedule to tourists driving with a telematics device, this
paper designs and implements an intelligent tour planning system based on the …