MobilityGraphs: Visual analysis of mass mobility dynamics via spatio-temporal graphs and clustering

T Von Landesberger, F Brodkorb… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Learning more about people mobility is an important task for official decision makers and
urban planners. Mobility data sets characterize the variation of the presence of people in …

Mobility viewer: An Eulerian approach for studying urban crowd flow

Y Ma, T Lin, Z Cao, C Li, F Wang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Studying human movement citywide is important for understanding mobility and
transportation patterns. Rather than investigating the trajectories of individuals, we employ …

Revealing patterns and trends of mass mobility through spatial and temporal abstraction of origin-destination movement data

G Andrienko, N Andrienko, G Fuchs… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Origin-destination (OD) movement data describe moves or trips between spatial locations by
specifying the origins, destinations, start, and end times, but not the routes travelled. For …

[HTML][HTML] A visual analytics approach for extracting spatio-temporal urban mobility information from mobile network traffic

G Sagl, M Loidl, E Beinat - ISPRS International Journal of Geo-Information, 2012 - mdpi.com
In this paper we present a visual analytics approach for deriving spatio-temporal patterns of
collective human mobility from a vast mobile network traffic data set. More than 88 million …

Visualizing the relationship between human mobility and points of interest

W Zeng, CW Fu, SM Arisona… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In transportation studies, one fundamental problem is to analyze the departures and arrivals
at locations in order to predict the travel demands for urban planning and traffic …

Visualizing mobility of public transportation system

W Zeng, CW Fu, SM Arisona, A Erath… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Public transportation systems (PTSs) play an important role in modern cities, providing
shared/massive transportation services that are essential for the general public. However …

Visualizing interchange patterns in massive movement data

W Zeng, CW Fu, SM Arisona, H Qu - Computer Graphics Forum, 2013 - Wiley Online Library
Massive amount of movement data, such as daily trips made by millions of passengers in a
city, are widely available nowadays. They are a highly valuable means not only for unveiling …

Clustering trajectories by relevant parts for air traffic analysis

G Andrienko, N Andrienko, G Fuchs… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Clustering of trajectories of moving objects by similarity is an important technique in
movement analysis. Existing distance functions assess the similarity between trajectories …

Origin-destination flow data smoothing and mapping

D Guo, X Zhu - IEEE transactions on visualization and …, 2014 - ieeexplore.ieee.org
This paper presents a new approach to flow mapping that extracts inherent patterns from
massive geographic mobility data and constructs effective visual representations of the data …

Visualization, selection, and analysis of traffic flows

R Scheepens, C Hurter… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Visualization of the trajectories of moving objects leads to dense and cluttered images,
which hinders exploration and understanding. It also hinders adding additional visual …