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Deteksi Komunitas Berlapis×Analisis Rangkaian Berbilang Lapisan×
BidangAnalisis RangkaianAnalisis Rangkaian
KeluargaMachine learningMachine learning
Tahun asal2010–20142014
PengasasMucha, P. J. et al.; Kivela, M. et al.Kivela, M.; Boccaletti, S. et al.
JenisCommunity detection algorithm for multilayer networksStructural network model
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 ↗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 ↗
Aliasmultilayer clustering, multiplex community detection, cross-layer community detection, MCDmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Berkaitan56
RingkasanMultilayer 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.Multiplex network analysis studies systems where the same set of nodes is connected by multiple distinct types of relationships, each represented as a separate network layer. By analyzing layers simultaneously rather than in isolation, it reveals how different relation types interact, reinforce each other, or compensate for one another across the same actors or entities.
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ScholarGateBandingkan kaedah: Multilayer Community Detection · Multiplex Network Analysis. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare