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 …

Visual exploration of big spatio-temporal urban data: A study of new york city taxi trips

N Ferreira, J Poco, HT Vo, J Freire… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
As increasing volumes of urban data are captured and become available, new opportunities
arise for data-driven analysis that can lead to improvements in the lives of citizens through …

Uncovering urban human mobility from large scale taxi GPS data

J Tang, F Liu, Y Wang, H Wang - Physica A: Statistical Mechanics and its …, 2015 - Elsevier
Taxi GPS trajectories data contain massive spatial and temporal information of urban human
activity and mobility. Taking taxi as mobile sensors, the information derived from taxi trips …

Storytelling and visualization: An extended survey

C Tong, R Roberts, R Borgo, S Walton, RS Laramee… - Information, 2018 - mdpi.com
Throughout history, storytelling has been an effective way of conveying information and
knowledge. In the field of visualization, storytelling is rapidly gaining momentum and …

Understanding taxi service strategies from taxi GPS traces

D Zhang, L Sun, B Li, C Chen, G Pan… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Taxi service strategies, as the crowd intelligence of massive taxi drivers, are hidden in their
historical time-stamped GPS traces. Mining GPS traces to understand the service strategies …

Time-location-relationship combined service recommendation based on taxi trajectory data

X Kong, F Xia, J Wang, A Rahim… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Recently, urban traffic management has encountered a paradoxical situation which is the
empty carrying phenomenon for taxi drivers and the difficulty of taking a taxi for passengers …

Analysis on spatiotemporal urban mobility based on online car-hailing data

B Zhang, S Chen, Y Ma, T Li, K Tang - Journal of Transport Geography, 2020 - Elsevier
As an emerging travel mode, online car-hailing plays an increasingly important role in
people's daily travel. Car-hailing data provide a new source to study human mobility in …

Pas: Prediction-based actuation system for city-scale ridesharing vehicular mobile crowdsensing

X Chen, S Xu, J Han, H Fu, X Pi… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Vehicular mobile crowdsensing (MCS) enables many smart city applications. Ridesharing
vehicle fleets provide promising solutions to MCS due to the advantages of low cost, easy …

Revealing intra-urban travel patterns and service ranges from taxi trajectories

S Zhang, J Tang, H Wang, Y Wang, S An - Journal of Transport Geography, 2017 - Elsevier
As an important transport tool, taxi plays a significant role to meet travel demand in urban
city. Understanding the travel patterns of taxis is important for addressing many urban …