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Anàlisi de xarxes socials multilàmina×Anàlisi de Xarxes Temporals×
CampAnàlisi de xarxesAnàlisi de xarxes
FamíliaMachine learningProcess / pipeline
Any d'origen20142012
Autor originalKivela, M.; Boccaletti, S. et al.Holme & Saramäki (2012) — seminal framework
TipusStructural network analysis frameworkDynamic graph analysis
Font seminalKivela, 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 ↗
ÀliesMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysisdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
Relacionats63
ResumMultilayer 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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ScholarGateCompara mètodes: Multilayer Social Network Analysis · Temporal Network Analysis. Recuperat el 2026-06-17 de https://scholargate.app/ca/compare