Online recommendation system for autonomous and human-driven ride-hailing taxi services

X Wan, H Ghazzai, Y Massoud - 2019 31st International …, 2019 - ieeexplore.ieee.org
With the rapid development of autonomous vehicle technology, modern taxi services will
potentially witness an important revolution, where some regular cabs will be substituted by …

A generic data-driven recommendation system for large-scale regular and ride-hailing taxi services

X Wan, H Ghazzai, Y Massoud - Electronics, 2020 - mdpi.com
Modern taxi services are usually classified into two major categories: traditional taxicabs and
ride-hailing services. For both services, it is required to design highly efficient …

Incremental recommendation system for large-scale taxi fleet in smart cities

X Wan, H Ghazzai, Y Massoud - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Modern urbanization is demanding high-efficiency taxi services to satisfy the request of taxi
users as well as the expectation of drivers. Customers desire to wait the minimum time …

SOUP: A fleet management system for passenger demand prediction and competitive taxi supply

Q Hu, L Ming, R Xi, L Chen… - 2021 IEEE 37th …, 2021 - ieeexplore.ieee.org
Online car-hailing services have gained substantial popularity. An effective taxi fleet
management strategy should not only increase taxi utilization by reducing taxi idle time, but …

PROMISE: A taxi recommender system based on inter-regional passenger mobility

X Li, YE Sun, Q Liu, Z Shen, B Song… - … Joint Conference on …, 2019 - ieeexplore.ieee.org
Taxi recommender systems have remarkably benefited the taxi business by providing a
sequence of pick-up points to reduce the passenger waiting time or the taxi cruising time. In …

Efficient taxi and passenger searching in smart city using distributed coordination

A Agrawal, V Raychoudhury, D Saxena… - 2018 21st …, 2018 - ieeexplore.ieee.org
Taxicabs are an important element of urban public transportation. Taxicabs either cruise
through city streets in search of passengers or wait at several hotspots (like airports, rail …

Upping the game of taxi driving in the age of Uber

SS Jha, SF Cheng, M Lowalekar, N Wong… - Proceedings of the …, 2018 - ojs.aaai.org
In most cities, taxis play an important role in providing point-to-point transportation service. If
the taxi service is reliable, responsive, and cost-effective, past studies show that taxi-like …

A demand-supply oriented taxi recommendation system for vehicular social networks

X Wang, H Zhang, L Wang, Z Ning - Ieee Access, 2018 - ieeexplore.ieee.org
To realize the construction of intelligent transportation system, data mining based on large-
scale taxi traces has become a hot research topic. A crucial direction for analyzing taxi GPS …

A cost-effective sequential route recommender system for taxi drivers

J Liu, M Teng, W Chen, H Xiong - INFORMS Journal on …, 2023 - pubsonline.informs.org
This paper develops a cost-effective sequential route recommender system to provide real-
time routing recommendations for vacant taxis searching for the next passenger. We …

Recommendation system for carpooling and regular taxicab services

RB Jadhao, JM Patil - … on Inventive Systems and Control (ICISC …, 2017 - ieeexplore.ieee.org
We proposed and developed a taxi-sharing system that accepts taxi passengers' real-time
ride requests sent from smart phones and schedules proper taxis to pick up them via ride …