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PerekondMachine learningMachine learning
Tekkeaasta20112012
LoojaPan, R. K. & Saramaki, J.Kim, H. & Anderson, R.; Holme, P. & Saramäki, J.
TüüpCentrality measure (temporal)Centrality measure for temporal networks
AlgallikasPan, R. K., & Saramaki, J. (2011). Path lengths, correlations, and centrality in temporal networks. Physical Review E, 84(1), 016105. DOI ↗Holme, P., & Saramäki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗
Rööpnimetusedtime-varying closeness centrality, dynamic closeness centrality, TCC, temporal reachability-based centralityTBC, time-varying betweenness centrality, dynamic betweenness centrality, time-respecting betweenness
Seotud66
KokkuvõteTemporal 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.Temporal Betweenness Centrality (TBC) extends classical betweenness centrality to time-stamped networks by counting how often a node lies on time-respecting shortest paths — paths that traverse edges in chronological order. It identifies nodes that act as temporal brokers, controlling information or resource flow as it evolves over time, rather than in a static snapshot.
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ScholarGateVõrdle meetodeid: Temporal Closeness Centrality · Temporal Betweenness Centrality. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare