The State of the Art in Visualizing Multivariate Networks

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dc.contributor.authorNobre, Carolinaen_US
dc.contributor.authorMeyer, Miriahen_US
dc.contributor.authorStreit, Marcen_US
dc.contributor.authorLex, Alexanderen_US
dc.contributor.editorLaramee, Robert S. and Oeltze, Steffen and Sedlmair, Michaelen_US
dc.date.accessioned2019-06-02T18:23:02Z
dc.date.available2019-06-02T18:23:02Z
dc.date.issued2019
dc.description.abstractMultivariate networks are made up of nodes and their relationships (links), but also data about those nodes and links as attributes. Most real-world networks are associated with several attributes, and many analysis tasks depend on analyzing both, relationships and attributes. Visualization of multivariate networks, however, is challenging, especially when both the topology of the network and the attributes need to be considered concurrently. In this state-of-the-art report, we analyze current practices and classify techniques along four axes: layouts, view operations, layout operations, and data operations. We also provide an analysis of tasks specific to multivariate networks and give recommendations for which technique to use in which scenario. Finally, we survey application areas and evaluation methodologies.en_US
dc.description.documenttypestar
dc.description.number3
dc.description.sectionheadersGraphs and Labels
dc.description.seriesinformationComputer Graphics Forum
dc.description.volume38
dc.identifier.doi10.1111/cgf.13728
dc.identifier.issn1467-8659
dc.identifier.pages807-832
dc.identifier.urihttps://doi.org/10.1111/cgf.13728
dc.identifier.urihttps://diglib.eg.org:443/handle/10.1111/cgf13728
dc.publisherThe Eurographics Association and John Wiley & Sons Ltd.en_US
dc.titleThe State of the Art in Visualizing Multivariate Networksen_US
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