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Temporal Closeness Centrality/Evidence
Method evidence record

Temporal Closeness Centrality

Temporal closeness centrality extends the classical closeness measure to time-varying networks by replacing static shortest paths with time-respecting (foremost) paths. It quantifies how quickly a node can reach all other nodes when interactions occur at specific moments in time, giving a more realistic picture of information flow, disease spread, and influence in dynamic systems.

Sources recorded, not reviewed

Source record

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

Temporal Closeness Centrality in Time-Varying Networks
Taxonomic method record · ml-model / network-analysis
  • Pan, R. K., & Saramaki, J. (2011). Path lengths, correlations, and centrality in temporal networks. Physical Review E, 84(1), 016105. · DOI 10.1103/PhysRevE.84.016105
  • Holme, P., & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. · DOI 10.1016/j.physrep.2012.03.001
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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 bucketBetweenness Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketCloseness Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTemporal Betweenness Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTemporal Degree Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTemporal PageRankmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTemporal 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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