4.7 Article

MetroSets: Visualizing Sets as Metro Maps

期刊

出版社

IEEE COMPUTER SOC
DOI: 10.1109/TVCG.2020.3030475

关键词

Data visualization; Layout; Pipelines; Fats; Task analysis; Visual analytics; Set visualization; metro map metaphor; hypergraphs

资金

  1. NSF [CCF-1740858, CCF-1712119, DMS-1839274]
  2. Vienna Science and Technology Fund (WWTF) [ICT19-035]

向作者/读者索取更多资源

MetroSets is a new and flexible online tool for visualizing set systems using the metro map metaphor. It models set systems as hypergraphs and computes a metro map representation, with each hyperedge corresponding to a metro line and each vertex to a metro station.
We propose MetroSets, a new, flexible online tool for visualizing set systems using the metro map metaphor. We model a given set system as a hypergraph 'H=(V,S), consisting of a set V of vertices and a set S. which contains subsets of V called hyperedges. Our system then computes a metro map representation of 'H., where each hyperedge E in S corresponds to a metro line and each vertex corresponds to a metro station. Vertices that appear in two or more hyperedges are drawn as interchanges in the metro map, connecting the different sets. MetroSets is based on a modular 4-step pipeline which constructs and optimizes a path -based hypergraph support, which is then drawn and schematized using metro map layout algorithms. We propose and implement multiple algorithms for each step of the MetroSet pipeline and provide a functional prototype with easy-to-use preset configurations. Furthermore, using several real -world datasets, we perform an extensive quantitative evaluation of the impact of different pipeline stages on desirable properties of the generated maps, such as octolinearity, monotonicity. and edge uniformity.

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