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Analisis Rangkaian Temporal Berlapis×Pengesanan Komuniti Temporal×
BidangAnalisis RangkaianAnalisis Rangkaian
KeluargaMachine learningMachine learning
Tahun asal2012–20142010
PengasasKivela, M. et al.; Holme, P. & Saramaki, J.Mucha, P. J. et al.
JenisNetwork analysis frameworkNetwork clustering algorithm
Sumber perintisKivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗Mucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876–878. DOI ↗
AliasMTNA, temporal multilayer network analysis, time-varying multilayer network analysis, dynamic multilayer network analysisdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Berkaitan46
RingkasanMultilayer temporal network analysis studies relational systems in which nodes interact through multiple distinct types of ties that all evolve over time. By modeling each relationship type as a separate layer and tracking how those layers change across time snapshots, the method reveals how cross-layer dynamics and temporal patterns jointly shape information flow, influence spread, and community structure.Temporal community detection identifies cohesive groups (communities) in networks whose structure changes over time. By treating each time snapshot as a network layer and coupling consecutive layers, it reveals how communities form, merge, split, grow, or dissolve — turning a sequence of static snapshots into a continuous narrative of group evolution.
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ScholarGateBandingkan kaedah: Multilayer Temporal Network Analysis · Temporal Community Detection. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare