Krahasoni metodat

	Analiza e Modularitetit Dinamik	Analiza e rrjeteve multiplikse
Fusha	Analiza e rrjeteve	Analiza e rrjeteve
Familja	Machine learning	Machine learning
Viti i origjinës	2010	2014
Krijuesi	Mucha, P. J.; Porter, M. A.; and colleagues	Kivela, M.; Boccaletti, S. et al.
Lloji	Community detection on temporal networks	Structural network model
Burimi themelues	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.	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.
Emërtime të tjera	dynamic community structure analysis, temporal modularity optimization, evolving community detection, time-varying modularity	multiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Të lidhura	5	6
Përmbledhja	Dynamic 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.