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Dünaamiline mooduluse analüüs×Multipleksvõrgu analüüs×
ValdkondVõrgustikuanalüüsVõrgustikuanalüüs
PerekondMachine learningMachine learning
Tekkeaasta20102014
LoojaMucha, P. J.; Porter, M. A.; and colleaguesKivela, M.; Boccaletti, S. et al.
TüüpCommunity detection on temporal networksStructural network model
AlgallikasMucha, 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 ↗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 ↗
Rööpnimetuseddynamic community structure analysis, temporal modularity optimization, evolving community detection, time-varying modularitymultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Seotud56
KokkuvõteDynamic modularity analysis extends the classical modularity framework to networks that evolve over time, detecting communities across a sequence of network snapshots while penalizing unnecessary community changes between time steps. It identifies cohesive groups and tracks how they form, merge, split, or dissolve, giving researchers a principled view of structural change in longitudinal network data.Multiplex network analysis studies systems where the same set of nodes is connected by multiple distinct types of relationships, each represented as a separate network layer. By analyzing layers simultaneously rather than in isolation, it reveals how different relation types interact, reinforce each other, or compensate for one another across the same actors or entities.
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ScholarGateVõrdle meetodeid: Dynamic Modularity Analysis · Multiplex Network Analysis. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare