Comparar métodos
Examine os métodos selecionados lado a lado; as linhas que diferem ficam destacadas.
| Análise de Rede Multipléx× | Análise de Difusão em Redes× | |
|---|---|---|
| Área | Análise de redes | Análise de redes |
| Família | Machine learning | Machine learning |
| Ano de origem≠ | 2014 | 1927 (epidemic roots); network formalization 1990s–2000s |
| Autor original≠ | Kivela, M.; Boccaletti, S. et al. | Kermack, W. O. & McKendrick, A. G. |
| Tipo≠ | Structural network model | Simulation / analytical model |
| Fonte seminal≠ | 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 ↗ | Kermack, W. O. & McKendrick, A. G. (1927). A contribution to the mathematical theory of epidemics. Proceedings of the Royal Society of London A, 115(772), 700–721. DOI ↗ |
| Outros nomes | multiplex networks, multi-layer network analysis, multilayer network analysis, MNA | diffusion on networks, information diffusion, contagion spreading model, network propagation model |
| Relacionados≠ | 6 | 5 |
| Resumo≠ | 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. | Network diffusion analysis models how information, diseases, behaviors, or innovations spread across a graph of nodes and edges. Drawing on classical epidemic theory (SI, SIR, SIS) and modern network science, it tracks which nodes become infected, how quickly, and whether the spread reaches a global cascade or dies out locally. |
| ScholarGateConjunto de dados ↗ |
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