Title :
Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos)
Author :
Andrienko, Gennady ; Andrienko, Natalia ; Bak, Peter ; Kisilevich, Slava ; Keim, Daniel
Author_Institution :
Fraunhofer Inst. IAIS, Univ. of Bonn, Bonn, Germany
Abstract :
Space- and time-referenced data published on the Web by general people can be viewed in a dual way: as independent spatio-temporal events and as trajectories of people in the geographical space. These two views suppose different approaches to the analysis, which can yield different kinds of valuable knowledge about places and about people. We define possible types of analysis tasks related to the two views of the data and present several analysis methods appropriate for these tasks. The methods are suited to large amounts of the data.
Keywords :
image processing; flickr; geographical space; panoramio photos; space-referenced data; spatio-temporal events; time-referenced data; Advertising; Cities and towns; Clustering algorithms; Earth; Humans; Mobile handsets; Pattern analysis; Spatiotemporal phenomena; Trajectory; Visualization;
Conference_Titel :
Visual Analytics Science and Technology, 2009. VAST 2009. IEEE Symposium on
Conference_Location :
Atlantic City, NJ
Print_ISBN :
978-1-4244-5283-5
DOI :
10.1109/VAST.2009.5333472