Journal
COMPUTER GRAPHICS FORUM
Volume 38, Issue 3, Pages 807-832Publisher
WILEY
DOI: 10.1111/cgf.13728
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Funding
- National Science Foundation [OAC 1835904, IIS 1751238, IIS 1350896]
- State of Upper Austria [FFG 851460]
- Austrian Science Fund [FWF P27975-NBL]
- Pro2Future Competence Center for Products and Productions of the Future
- Austrian COMET Program Competence Centers for Excellent Technologies-under Austrian Federal Ministry of Transport, Innovation and Technology
- Austrian Federal Ministry of Science, Research and Economy and of the Provinces of Upper Austria and Styria
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Multivariate 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.
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