Towards effective visual analytics on multiplex and multilayer networks

January 07, 2015 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Matteo Magnani, Luca Rossi arXiv ID 1501.01666 Category cs.SI: Social & Info Networks Cross-listed physics.soc-ph Citations 68 Venue arXiv.org Last Checked 5 months ago
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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