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ValdkondVõrgustikuanalüüsVõrgustikuanalüüs
PerekondMachine learningMachine learning
Tekkeaasta2011–20122012
LoojaHolme, P.; Saramaki, J.; Kim, H.; Anderson, R.Kim, H. & Anderson, R.; Holme, P. & Saramäki, J.
TüüpCentrality measure (temporal extension)Centrality measure for temporal networks
AlgallikasHolme, P. & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗Holme, P., & Saramäki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗
Rööpnimetusedtime-varying degree centrality, dynamic degree centrality, temporal node degree, TDCTBC, time-varying betweenness centrality, dynamic betweenness centrality, time-respecting betweenness
Seotud66
KokkuvõteTemporal degree centrality extends the classic degree centrality to time-varying networks by counting how many distinct contacts a node accumulates over time. Rather than collapsing a dynamic network into a single static graph, it preserves the temporal order of edges, yielding a more faithful measure of a node's activity and reachability across the observation window.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 Degree Centrality · Temporal Betweenness Centrality. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare