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Vremenska svojstvena centralnost×Vremenska centralnost stepena×
OblastAnaliza mrežaAnaliza mreža
PorodicaMachine learningMachine learning
Godina nastanka2011-20172011–2012
TvoracGrindrod, P.; Higham, D. J.; Taylor, D. et al.Holme, P.; Saramaki, J.; Kim, H.; Anderson, R.
TipCentrality measure for temporal networksCentrality measure (temporal extension)
Temeljni izvorGrindrod, P., Parsons, M. C., Higham, D. J., & Estrada, E. (2011). Communicability across evolving networks. Physical Review E, 83(4), 046120. DOI ↗Holme, P. & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗
Drugi nazividynamic eigenvector centrality, time-varying eigenvector centrality, TEC, temporal communicability centralitytime-varying degree centrality, dynamic degree centrality, temporal node degree, TDC
Srodne56
SažetakTemporal eigenvector centrality extends the classical eigenvector centrality to networks that change over time. By accounting for the ordering and timing of connections, it identifies nodes that are influential not merely because of many simultaneous connections, but because they sit at the crossroads of sequentially important pathways across multiple time slices of the network.Temporal 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.
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ScholarGateUporedite metode: Temporal Eigenvector Centrality · Temporal Degree Centrality. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare