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Analisi di Reti Multiplex Temporali×Rilevamento Dinamico di Comunità×
CampoAnalisi delle retiAnalisi delle reti
FamigliaMachine learningMachine learning
Anno di origine2012–20142010 (key formalization); earlier work 2002–2009
IdeatoreKivela, M.; Holme, P.; Saramaki, J. (among foundational contributors)Mucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)
TipoStructural and dynamic network analysisGraph clustering / community discovery
Fonte seminaleKivela, 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 ↗Mucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876–878. DOI ↗
AliasTMNA, time-varying multiplex network analysis, dynamic multiplex network analysis, temporal multilayer network analysisDCD, temporal community detection, evolving community detection, dynamic graph clustering
Correlati55
SintesiTemporal multiplex network analysis studies relational systems in which actors are connected by multiple distinct types of relationships that all evolve over time. By simultaneously tracking layer heterogeneity and temporal dynamics, the method reveals how different interaction channels co-evolve, which actors hold persistent cross-layer influence, and how structural changes propagate across relationship types and time periods.Dynamic community detection identifies groups of densely connected nodes in networks that evolve over time, tracking how communities form, merge, split, and dissolve across temporal snapshots. Developed to extend static modularity optimization to time-varying structures, it is widely used in social, biological, and communication network research.
ScholarGateInsieme di dati
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  2. 2 Fonti
  3. PUBLISHED
  1. v1
  2. 2 Fonti
  3. PUBLISHED

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ScholarGateConfronta i metodi: Temporal Multiplex Network Analysis · Dynamic Community Detection. Consultato il 2026-06-17 da https://scholargate.app/it/compare