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Kekpusatan Kedekatan Dinamik×Sentraliti Darjah Dinamik×
BidangAnalisis RangkaianAnalisis Rangkaian
KeluargaMachine learningMachine learning
Tahun asal2010–20122012
PengasasTang, J. et al.; Holme, P. & Saramäki, J.Holme, P. & Saramaki, J.; Kim, H. & Anderson, R.
JenisCentrality measure for temporal networksCentrality measure (temporal extension)
Sumber perintisTang, J., Musolesi, M., Mascolo, C., Latora, V. & Nicosia, V. (2010). Analysing information flows and key mediators through temporal centrality metrics. Proceedings of the 3rd Workshop on Social Network Systems (SNS '10). ACM. DOI ↗Holme, P. & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗
Aliastemporal closeness centrality, time-varying closeness centrality, evolving network closeness, dynamic CCtime-varying degree centrality, temporal degree centrality, evolving degree centrality, DDC
Berkaitan55
RingkasanDynamic closeness centrality extends classic closeness centrality to temporal networks by computing shortest time-respecting paths — paths that traverse edges in chronological order — and averaging inverse distances across all time windows. It reveals which nodes are most efficiently reached within an evolving network, tracking how a node's centrality rises and falls as connections appear and disappear over time.Dynamic degree centrality extends the classical degree centrality measure to networks that change over time. Rather than counting a node's connections in a single static snapshot, it tracks how many contacts each node maintains across successive time windows or contact events, producing a time-resolved importance profile for every actor in the network.
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ScholarGateBandingkan kaedah: Dynamic Closeness Centrality · Dynamic Degree Centrality. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare