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Multilayer Degree Centrality/Evidence
Method evidence record

Multilayer Degree Centrality

Multilayer degree centrality extends the classic degree centrality measure to networks composed of multiple layers — such as networks representing different types of social ties, communication channels, or relationship contexts simultaneously. It quantifies how many connections a node has across one or all layers, revealing nodes that are influential not just in a single context but across the entire multi-relational structure.

Sources recorded, not reviewed

Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Multilayer Degree Centrality (Aggregated and Layer-Specific Node Importance in Multilayer Networks)
Taxonomic method record · ml-model / network-analysis
  • Kivelä, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. · DOI 10.1093/comnet/cnu016
  • De Domenico, M., Solé-Ribalta, A., Cozzo, E., Kivelä, M., Moreno, Y., Porter, M. A., Gómez, S., & Arenas, A. (2013). Mathematical formulation of multilayer networks. Physical Review X, 3(4), 041022. · DOI 10.1103/PhysRevX.3.041022
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Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

No curated claims yet

This view does not invent a claim assessment when the ledger has none.

Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketDegree Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultilayer Betweenness Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultilayer Closeness Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultilayer PageRankmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultiplex Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeighted Degree Centralitymachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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