MuxViz: a tool for multilayer analysis and visualization of networks

被引:250
作者
De Domenico, Manlio [1 ]
Porter, Mason A. [2 ,3 ]
Arenas, Alex [1 ]
机构
[1] Univ Rovira & Virgili, Dept Engn Informat & Matemat, E-43007 Tarragona, Spain
[2] Univ Oxford, Math Inst, Oxford Ctr Ind & Appl Math, Oxford OX2 6GG, England
[3] Univ Oxford, CABDyN Complex Ctr, Oxford OX1 1HP, England
基金
英国工程与自然科学研究理事会;
关键词
multilayer networks; software; visualization; multiplex networks; interconnected networks;
D O I
10.1093/comnet/cnu038
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Multilayer relationships among entities and information about entities must be accompanied by the means to analyse, visualize and obtain insights from such data. We present open-source software (muxViz) that contains a collection of algorithms for the analysis of multilayer networks, which are an important way to represent a large variety of complex systems throughout science and engineering. We demonstrate the ability of muxViz to analyse and interactively visualize multilayer data using empirical genetic, neuronal and transportation networks. Our software is available at https://github.com/manlius/muxViz.
引用
收藏
页码:159 / 176
页数:18
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