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Analisis Rangkaian Sosial Berlapis×Analisis Rangkaian Temporal×
BidangAnalisis RangkaianAnalisis Rangkaian
KeluargaMachine learningProcess / pipeline
Tahun asal20142012
PengasasKivela, M.; Boccaletti, S. et al.Holme & Saramäki (2012) — seminal framework
JenisStructural network analysis frameworkDynamic graph analysis
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 ↗Holme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗
AliasMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysisdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
Berkaitan63
RingkasanMultilayer 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.Temporal network analysis, formalised by Holme and Saramäki in their landmark 2012 Physics Reports survey, is the study of networks in which edges appear and disappear over time. Rather than collapsing all contacts into a single static graph, the approach preserves the precise timing of interactions — whether as contact sequences, time-stamped event lists, or windowed snapshots — and uses that timing to track how influence, disease, or information can actually propagate through the system.
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ScholarGateBandingkan kaedah: Multilayer Social Network Analysis · Temporal Network Analysis. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare