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Network Visualization Survey

机译:网络可视化调查

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摘要

This paper compares modern approaches to draw complex graph data that create create compelling visualizations. Graphs are used to represent more and more complex systems that are used across various scientific domains. Some graph visualizations are used to model network topologies or service architectures in information service fields, model genomes in biomedicine or complex molecules in chemistry. Visualizations of graph data play important role in interpreting the meaning of graphed data. The adage "A picture is worth a thousand words" generally refers to the notion that a complex idea can be conveyed with just a single still image and that is actually the main reason for creating visualisations of any kind. Graph drawings from all domains follow the same rules covered by the graph theory. This work outlines different layout strategies used for drawing graph data. Tested graph drawing layouts are compared by standard quality measures to determine their suitability for various areas of usage.
机译:本文比较了绘制复杂图形数据的现代方法,这些图形数据创建了引人注目的可视化效果。图用于表示越来越多的复杂系统,这些系统已在各种科学领域中使用。一些图形可视化用于在信息服务领域中对网络拓扑或服务体系结构进行建模,在生物医学中对基因组进行建模,或在化学中对复杂分子进行建模。图形数据的可视化在解释图形数据的含义方面起着重要作用。格言“一幅图片值得一千个单词”通常指这样的概念,即仅用一个静止图像就可以传达一个复杂的想法,而这实际上是创建任何形式的可视化的主要原因。来自所有领域的图形绘图均遵循图论所涵盖的相同规则。这项工作概述了用于绘制图形数据的不同布局策略。通过标准质量度量比较测试过的图形图纸的布局,以确定它们在各种使用领域的适用性。

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