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Przeglądaj wybrane metody obok siebie; wiersze, które się różnią, są wyróżnione.

Analiza dyfuzji w sieciach skierowanych×Analiza sieci multipleksowych×
DziedzinaAnaliza sieciAnaliza sieci
RodzinaMachine learningMachine learning
Rok powstania2003 (influence maximization formalization); epidemic models traced to Kermack & McKendrick, 19272014
TwórcaKempe, D.; Kleinberg, J.; Tardos, E. (influence maximization); Pastor-Satorras, R. et al. (epidemic spreading)Kivela, M.; Boccaletti, S. et al.
TypNetwork spreading and cascade analysisStructural network model
Źródło pierwotneKempe, D., Kleinberg, J., & Tardos, E. (2003). Maximizing the spread of influence through a social network. Proceedings of the 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 137–146. 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 ↗
Inne nazwydirected diffusion model, information spreading on directed networks, directed cascade analysis, directed influence propagationmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Pokrewne66
PodsumowanieDirected network diffusion analysis studies how information, disease, behavior, or influence spreads through a network in which edges carry direction — meaning transmission flows one way along each link. It combines graph-theoretic representations with stochastic spreading models such as independent cascade, linear threshold, or SIR/SIS, and is central to influence maximization, epidemic forecasting, and information propagation research.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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ScholarGatePorównaj metody: Directed Network Diffusion Analysis · Multiplex Network Analysis. Pobrano 2026-06-15 z https://scholargate.app/pl/compare