Hybrid Graph Visualizations With ChordLink : Algorithms, Experiments, and Applications

Many real-world networks are globally sparse but locally dense. Typical examples are social networks, biological networks, and information networks. This double structural nature makes it difficult to adopt a homogeneous visualization model that clearly conveys both an overview of the network and th...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 2 vom: 12. Feb., Seite 1288-1300
1. Verfasser: Angori, Lorenzo (VerfasserIn)
Weitere Verfasser: Didimo, Walter, Montecchiani, Fabrizio, Pagliuca, Daniele, Tappini, Alessandra
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article
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520 |a Many real-world networks are globally sparse but locally dense. Typical examples are social networks, biological networks, and information networks. This double structural nature makes it difficult to adopt a homogeneous visualization model that clearly conveys both an overview of the network and the internal structure of its communities at the same time. As a consequence, the use of hybrid visualizations has been proposed. For instance, NodeTrix combines node-link and matrix-based representations (Henry et al., 2007). In this article we describe ChordLink, a hybrid visualization model that embeds chord diagrams, used to represent dense subgraphs, into a node-link diagram, which shows the global network structure. The visualization makes it possible to interactively highlight the structure of a community while keeping the rest of the layout stable. We discuss the intriguing algorithmic challenges behind the ChordLink model, present a prototype system that implements it, and illustrate case studies on real-world networks 
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700 1 |a Didimo, Walter  |e verfasserin  |4 aut 
700 1 |a Montecchiani, Fabrizio  |e verfasserin  |4 aut 
700 1 |a Pagliuca, Daniele  |e verfasserin  |4 aut 
700 1 |a Tappini, Alessandra  |e verfasserin  |4 aut 
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