Title :
Visualizing Dynamic Data with Maps
Author :
Mashima, Daisuke ; Kobourov, Stephen G. ; Hu, Yifan
Author_Institution :
Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Maps offer a familiar way to present geographic data (continents, countries), and additional information (topography, geology), can be displayed with the help of contours and heat-map overlays. In this paper, we consider visualizing large-scale dynamic relational data by taking advantage of the geographic map metaphor. We describe a map-based visualization system which uses animation to convey dynamics in large data sets, and which aims to preserve the viewer´s mental map while also offering readable views at all times. Our system is fully functional and has been used to visualize user traffic on the Internet radio station last.fm, as well as TV-viewing patterns from an IPTV service. All map images in this paper are available in high-resolution at [CHECK END OF SENTENCE] as are several movies illustrating the dynamic visualization.
Keywords :
data visualisation; dynamic programming; geographic information systems; IPTV service; Internet radio station; TV-viewing patterns; dynamic data visualisation; geographic data; geographic map metaphor; heat map overlays; large scale dynamic relational data; map based visualization system; maps; Animation; Clustering algorithms; Data mining; Data visualization; Heuristic algorithms; Layout; Measurement; Information interface and presentation; dynamic visualization; graph drawing; map-based visualization.; multimedia information systems; spatialization;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2011.288