Spatial generalization and aggregation of massive movement data

N Adrienko, G Adrienko - IEEE Transactions on visualization …, 2010 - ieeexplore.ieee.org
Movement data (trajectories of moving agents) are hard to visualize: numerous intersections
and overlapping between trajectories make the display heavily cluttered and illegible. It is …

Visual analytics for understanding spatial situations from episodic movement data

N Andrienko, G Andrienko, H Stange, T Liebig… - KI-Künstliche …, 2012 - Springer
Continuing advances in modern data acquisition techniques result in rapidly growing
amounts of geo-referenced data about moving objects and in emergence of new data types …

A scalable framework for spatiotemporal analysis of location-based social media data

G Cao, S Wang, M Hwang, A Padmanabhan… - … Environment and Urban …, 2015 - Elsevier
In the past several years, social media (eg, Twitter and Facebook) has experienced a
spectacular rise in popularity and has become a ubiquitous location for discourse, content …

Analysis of movement data

S Dodge, R Weibel, SC Ahearn, M Buchin… - International Journal of …, 2016 - Taylor & Francis
The study of movement is progressing rapidly as a subdiscipline in Geographic Information
Science (GIScience). At the fulcrum of this new research area in GIScience are movement …

Space–time density of trajectories: exploring spatio-temporal patterns in movement data

U Demšar, K Virrantaus - International Journal of Geographical …, 2010 - Taylor & Francis
Modern positioning and identification technologies enable tracking of almost any type of
moving object. A remarkable amount of new trajectory data is thus available for the analysis …

Visual analytics tools for analysis of movement data

G Andrienko, N Andrienko, S Wrobel - ACM SIGKDD Explorations …, 2007 - dl.acm.org
With widespread availability of low cost GPS devices, it is becoming possible to record data
about the movement of people and objects at a large scale. While these data hide important …

Visual traffic jam analysis based on trajectory data

Z Wang, M Lu, X Yuan, J Zhang… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this work, we present an interactive system for visual analysis of urban traffic congestion
based on GPS trajectories. For these trajectories we develop strategies to extract and derive …

Measuring variability of mobility patterns from multiday smart-card data

C Zhong, E Manley, SM Arisona, M Batty… - Journal of Computational …, 2015 - Elsevier
The availability of large amounts of mobility data has stimulated the research in discovering
patterns and understanding regularities. Comparatively, less attention has been paid to the …

Scalable analysis of movement data for extracting and exploring significant places

G Andrienko, N Andrienko, C Hurter… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Place-oriented analysis of movement data, ie, recorded tracks of moving objects, includes
finding places of interest in which certain types of movement events occur repeatedly and …

Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages

C Kang, S Sobolevsky, Y Liu, C Ratti - Proceedings of the 2nd ACM …, 2013 - dl.acm.org
Existing studies extensively utilized taxicab trips and individuals' movements captured by
mobile phone usages (referred as" mobile phone movements" hereafter) to understand …