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Weighted Network Diffusion Analysis/Evidence
Method evidence record

Weighted Network Diffusion Analysis

Weighted Network Diffusion Analysis models how information, influence, disease, or resources spread through a network whose edges carry quantitative strength values. By letting tie weights govern transition probabilities, the method produces more realistic spreading dynamics than binary-edge diffusion, revealing which high-traffic pathways dominate propagation in social, biological, and information networks.

Sources recorded, not reviewed

Source record

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

Weighted Network Diffusion Analysis
Taxonomic method record · ml-model / network-analysis
  • Barrat, A., Barthelemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. · DOI 10.1073/pnas.0400087101
  • Newman, M. E. J. (2004). Analysis of weighted networks. Physical Review E, 70(5), 056131. · DOI 10.1103/PhysRevE.70.056131
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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 bucketMultiplex Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketNetwork Diffusion Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeighted Betweenness Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeighted Community Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeighted PageRankmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeighted Social Network Analysismachine-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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