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Deteksi Komunitas Dinamis×Deteksi Komunitas Multilapis×
BidangAnalisis JaringanAnalisis Jaringan
KeluargaMachine learningMachine learning
Tahun asal2010 (key formalization); earlier work 2002–20092010–2014
PencetusMucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)Mucha, P. J. et al.; Kivela, M. et al.
TipeGraph clustering / community discoveryCommunity detection algorithm for multilayer networks
Sumber perintisMucha, 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 ↗Kivela, 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 ↗
AliasDCD, temporal community detection, evolving community detection, dynamic graph clusteringmultilayer clustering, multiplex community detection, cross-layer community detection, MCD
Terkait55
RingkasanDynamic community detection identifies groups of densely connected nodes in networks that evolve over time, tracking how communities form, merge, split, and dissolve across temporal snapshots. Developed to extend static modularity optimization to time-varying structures, it is widely used in social, biological, and communication network research.Multilayer community detection identifies groups of nodes that are densely connected across multiple types of relationships simultaneously. By coupling layers of a network — such as friendship, advice, and collaboration ties — it finds communities that are coherent not just within one relation type but across all of them, revealing structure that single-layer analysis would miss.
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ScholarGateBandingkan metode: Dynamic Community Detection · Multilayer Community Detection. Diakses 2026-06-18 dari https://scholargate.app/id/compare