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Towards effective visual analytics on multiplex and multilayer networks
Affiliation:1. School of Information Science and Engineering, Central South University, Changsha 410083, China;2. Texas A & M University at Qatar, Doha 23874, Qatar;1. São Carlos Institute of Physics, University of São Paulo (USP), PO Box 369, 13560-970 São Carlos, SP, Brazil;2. Institute of Mathematics and Computer Science, University of São Paulo (USP), Avenida Trabalhador São-carlense, 400, 13566-590 São Carlos, SP, Brazil;3. Universidade Federal de Mato Grosso do Sul, Ponta Porã, Mato Grosso do Sul, Brazil
Abstract:In this article we discuss visualisation strategies for multiplex networks. Since Moreno’s early works on network analysis, visualisation has been one of the main ways to understand networks thanks to its ability to summarise a complex structure into a single representation highlighting multiple properties of the data. However, despite the large renewed interest in the analysis of multiplex networks, no study has proposed specialised visualisation approaches for this context and traditional methods are typically applied instead. In this paper we initiate a critical and structured discussion of this topic, and claim that the development of specific visualisation methods for multiplex networks will be one of the main drivers pushing current research results into daily practice.
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