Process / pipeline
Multilayer Network Analysis — Multiplex Networks
Multilayer network analysis is a graph-theoretic framework, formalised by Kivelä et al. (2014) and De Domenico et al. (2013), that represents the same set of nodes simultaneously across multiple relationship layers. Where a single-layer network collapses all relationships into one graph, the multilayer model preserves the distinct relational context of each layer — social platform, biological interaction type, or infrastructure tier — while also modelling how layers couple with each other through interlayer edges.
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Sources
- Kivelä, M. et al. (2014). Multilayer Networks. Journal of Complex Networks, 2(3), 203–271. DOI: 10.1093/comnet/cnu016 ↗
- De Domenico, M. et al. (2013). Mathematical Formulation of Multilayer Networks. Physical Review X, 3(4), 041022. DOI: 10.1103/PhysRevX.3.041022 ↗