Paper Info
Title
Using GPS trajectories to create a dynamic network of significant locations as an abstraction of road maps
Abstract
This contribution discusses an approach on finding significant locations from a set of GPS tracks, called Hotspots in this contribution. Based on that, a model where traffic infrastructure is represented by a dynamic network of Hotspots is suggested. Besides the location of Hotspots, information about travel times between these Hotspot-Nodes also comes along with the extracted significant places. This information can be used to improve or enrich traffic management and/or navigation systems by consequently achieving a more precise estimation of travel times compared to current systems.
Year
DOI
Venue
2011
10.1007/978-3-642-27549-4_21
EUROCAST (1)
Keywords
Field
DocType
dynamic network,precise estimation,gps trajectory,navigation system,travel time,traffic management,current system,road map,significant location,traffic infrastructure,significant place,data mining,machine learning
Dynamic network analysis,Data mining,Abstraction,Hotspot (geology),Computer science,Global Positioning System
Conference
Volume
ISSN
Citations 
6927
0302-9743
0
PageRank 
References 
Authors
0.34
10
5
Name
Order
Citations
PageRank
Reinhard Stumptner194.56
Bernhard Freudenthaler2158.75
Jürgen Hönigl301.01
Karl Rehrl48313.07
Josef Küng552359.90