Title :
Large Scale Network Analysis with Interactive Visualisation
Author :
Nguyen, Quang Vinh ; Huang, Mao Lin
Author_Institution :
Sch. of Comput. & Math., Univ. of Western Sydney, Sydney, NSW, Australia
Abstract :
This paper proposes a new interactive visualization for analyzing large hierarchical structures and networks. The technique combines of different graph layout methods with a layout refinement process, an interactive navigation mechanism and clustering algorithms. The integration of these components makes it flexible in dealing with a variety of graph and hierarchical structures. Interactive exploration is enabled with chain-context view. We aim to provide user with an effective mechanism for understanding of the nature of various networks. This could lead to the discovering and revealing of the hidden structures and relationships among elements as well as relationships associated with the elements.
Keywords :
data visualisation; pattern clustering; chain-context view; graph layout method; interactive navigation mechanism; interactive visualisation; large scale network analysis; pattern clustering; Biological system modeling; Computer graphics; Computer networks; Data visualization; Image analysis; Information analysis; Large-scale systems; Social network services; Terrorism; Visual analytics; Information Visualisation; Interaction; Networks; Visual Analytics;
Conference_Titel :
Computer Graphics, Imaging and Visualization, 2009. CGIV '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3789-4
DOI :
10.1109/CGIV.2009.42