From taxi GPS traces to social and community dynamics: A survey

PS Castro, D Zhang, C Chen, S Li, G Pan - ACM Computing Surveys …, 2013 - dl.acm.org
Vehicles equipped with GPS localizers are an important sensory device for examining
people's movements and activities. Taxis equipped with GPS localizers serve the …

Vehicular social networks: A survey

A Rahim, X Kong, F Xia, Z Ning, N Ullah, J Wang… - Pervasive and Mobile …, 2018 - Elsevier
Abstract A Vehicular Social Network (VSN) is an emerging field of communication where
relevant concepts are being borrowed from two different disciplines, ie, vehicular ad-hoc …

B-Planner: Planning bidirectional night bus routes using large-scale taxi GPS traces

C Chen, D Zhang, N Li, ZH Zhou - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Taxi GPS traces can inform us the human mobility patterns in modern cities. Instead of
leveraging the costly and inaccurate human surveys about people's mobility, we intend to …

Profitable taxi travel route recommendation based on big taxi trajectory data

B Qu, W Yang, G Cui, X Wang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the advent of GPS tracking technology, how to make use of taxi trajectories to efficiently
and effectively reduce taxis cruising distance is an active and challenging research topic. In …

Taxi driving behavior analysis in latent vehicle-to-vehicle networks: A social influence perspective

T Xu, H Zhu, X Zhao, Q Liu, H Zhong, E Chen… - Proceedings of the …, 2016 - dl.acm.org
With recent advances in mobile and sensor technologies, a large amount of efforts have
been made on developing intelligent applications for taxi drivers, which provide beneficial …

SCRAM: A sharing considered route assignment mechanism for fair taxi route recommendations

S Qian, J Cao, FL Mouël, I Sahel, M Li - Proceedings of the 21th ACM …, 2015 - dl.acm.org
Recommending routes for a group of competing taxi drivers is almost untouched in most
route recommender systems. For this kind of problem, recommendation fairness and driving …

Detection of dynamic activity patterns at a collective level from large-volume trajectory data

RW Scholz, Y Lu - International Journal of Geographical …, 2014 - Taylor & Francis
Recent developments in pervasive location acquisition technologies provide the technical
support for massive collection of trajectory data. Activity locations identified from trajectory …

Adaptive passenger-finding recommendation system for taxi drivers with load balancing problem

DH Tran, P Leyman, P De Causmaecker - Computers & Industrial …, 2022 - Elsevier
In the literature, much effort has been devoted to providing taxi drivers with
recommendations on how to find passengers efficiently. However, the load balancing …

Recommend a profitable cruising route for taxi drivers

H Dong, X Zhang, Y Dong, C Chen… - 17th International IEEE …, 2014 - ieeexplore.ieee.org
Every time after the taxi drivers drop off their previous passengers, they have to decide how
to search for the next passengers. It may lead to poor performance if the taxi drivers cruise …

Real time location prediction with taxi-GPS data streams

AK Laha, S Putatunda - Transportation Research Part C: Emerging …, 2018 - Elsevier
The prediction of the destination location at the time of pickup is an important problem with
potential for substantial impact on the efficiency of a GPS-enabled taxi service. While this …