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Published Articles >> Table of Contents >> Abstract
Eighth IEEE International Symposium on Multimedia (ISM'06)
pp. 227-234
SuperGraph Visualization
Jose F. Rodrigues Jr., Universidade de Sao Paulo, Brazil
Agma J.M. Traina, Universidade de Sao Paulo, Brazil
Christos Faloutsos, Carnegie Mellon University, USA
Caetano Traina Jr., Universidade de Sao Paulo, Brazil
Full Article Text:
 
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ISM.2006.143
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| Abstract |
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Given a large social or computer network, how can we
visualize it, find patterns, outliers, communities? Although
several graph visualization tools exist, they cannot
handle large graphs with hundred thousand nodes
and possibly million edges. Such graphs bring two challenges:
interactive visualization demands prohibitive
processing power and, even if we could interactively update
the visualization, the user would be overwhelmed
by the excessive number of graphical items. To cope with
this problem, we propose a formal innovation on the
use of graph hierarchies that leads to GMine system.
GMine promotes scalability using a hierarchy of graph
partitions, promotes concomitant presentation for the
graph hierarchy and for the original graph, and extends
analytical possibilities with the integration of the graph
partitions in an interactive environment.
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 Additional Information
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Citation:
Jose F. Rodrigues Jr., Agma J.M. Traina, Christos Faloutsos, Caetano Traina Jr.,
"SuperGraph Visualization,"
ism,
pp. 227-234,
Eighth IEEE International Symposium on Multimedia (ISM'06),
2006
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