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Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Graph Visualization and Navigation in Information Visualization: A Survey
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The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
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H3: laying out large directed graphs in 3D hyperbolic space
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Toolkit Design for Interactive Structured Graphics
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Interactive Visualization of Small World Graphs
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Social network analysis (SNA) has emerged as a powerful method for understanding the importance of relationships in networks.However, interactive exploration of networks is currently challenging because: (1) it is difficult to find patterns and comprehend the structure of networks with many nodes and links, and (2) current systems are often a medley of statistical methods and overwhelming visual output which leaves many analysts uncertain about how to explore in an orderly manner.This results in exploration that is largely opportunistic.Our contributions are techniques to help structural analysts understand social networks more effectively.We present SocialAction, a system that uses attribute ranking and coordinated views to help users systematically examine numerous SNA measures.Users can (1) flexibly iterate through visualizations of measures to gain an overview, filter nodes, and find outliers, (2) aggregate networks using link structure, find cohesive subgroups, and focus on communities of interest, and (3) untangle networks by viewing different link types separately, or find patterns across different link types using a matrix overview.For each operation, a stable node layout is maintained in the network visualization so users can make comparisons.SocialAction offers analysts a strategy beyond opportunism, as it provides systematic, yet flexible, techniques for exploring social networks.