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Deteksi Komunitas Berlapis×Analisis Rangkaian Sosial Berlapis×
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 analysis framework
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, MCDMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysis
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.Multilayer social network analysis extends classical single-layer network methods to settings where actors are connected through multiple, distinct types of ties — such as friendship, professional collaboration, and online interaction — simultaneously. By modeling each type of relationship as a separate layer and explicitly representing connections across layers, it captures structural complexity that a single aggregated network would hide.
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ScholarGateBandingkan kaedah: Multilayer Community Detection · Multilayer Social Network Analysis. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare