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Detecció de Comunitats Multicapa×Anàlisi de xarxes socials multilàmina×
CampAnàlisi de xarxesAnàlisi de xarxes
FamíliaMachine learningMachine learning
Any d'origen2010–20142014
Autor originalMucha, P. J. et al.; Kivela, M. et al.Kivela, M.; Boccaletti, S. et al.
TipusCommunity detection algorithm for multilayer networksStructural network analysis framework
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 ↗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 ↗
Àliesmultilayer clustering, multiplex community detection, cross-layer community detection, MCDMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysis
Relacionats56
ResumMultilayer 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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ScholarGateCompara mètodes: Multilayer Community Detection · Multilayer Social Network Analysis. Recuperat el 2026-06-18 de https://scholargate.app/ca/compare