The Effect of Graph Layout on the Perception of Graph Properties

dc.contributor.authorKypridemou, Elektraen_US
dc.contributor.authorZito, Micheleen_US
dc.contributor.authorBertamini, Marcoen_US
dc.contributor.editorKerren, Andreas and Garth, Christoph and Marai, G. Elisabetaen_US
dc.date.accessioned2020-05-24T13:51:50Z
dc.date.available2020-05-24T13:51:50Z
dc.date.issued2020
dc.description.abstractThe way in which a graph is described visually is crucial for the understanding and analysis of its structure. In this study we explore how different drawing layouts affect our perception of the graph's properties. We study the perception of connectedness, tree-ness and density using four different layouts: the Circular, Grid, Planar and Spring layouts. Results show that some layouts are better than others when we need to decide whether a graph is a tree or is connected. More sophisticated algorithms, like Planar and Spring, facilitate our perception, while Circular and Grid layouts lead to performance not better than chance. However, when perceiving the density of a graph, no layout was found to be better than the others.en_US
dc.description.sectionheadersAnalytics and Evaluation
dc.description.seriesinformationEuroVis 2020 - Short Papers
dc.identifier.doi10.2312/evs.20201039
dc.identifier.isbn978-3-03868-106-9
dc.identifier.pages1-5
dc.identifier.urihttps://doi.org/10.2312/evs.20201039
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/evs20201039
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/]
dc.subjectHuman centered computing
dc.subjectGraph drawings
dc.subjectEmpirical studies in visualization
dc.subjectComputing methodologies
dc.subjectPerception
dc.titleThe Effect of Graph Layout on the Perception of Graph Propertiesen_US
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