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Analiza dyfuzji w sieciach skierowanych×Analiza sieci społecznych×
DziedzinaAnaliza sieciAnaliza sieci
RodzinaMachine learningMachine learning
Rok powstania2003 (influence maximization formalization); epidemic models traced to Kermack & McKendrick, 19271934 (sociometry); 1994 (modern formalization)
TwórcaKempe, D.; Kleinberg, J.; Tardos, E. (influence maximization); Pastor-Satorras, R. et al. (epidemic spreading)Moreno, J.L.; formalized by Wasserman & Faust
TypNetwork spreading and cascade analysisStructural/relational analysis framework
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 ↗Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
Inne nazwydirected diffusion model, information spreading on directed networks, directed cascade analysis, directed influence propagationSNA, network analysis, sociometric analysis, relational analysis
Pokrewne65
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.Social Network Analysis (SNA) is a structural method that maps and measures relationships and flows between people, groups, organizations, or other entities modeled as nodes connected by ties (edges). Rather than focusing on individual attributes, SNA reveals how the pattern of connections shapes behavior, influence, information flow, and outcomes within a system.
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ScholarGatePorównaj metody: Directed Network Diffusion Analysis · Social Network Analysis. Pobrano 2026-06-15 z https://scholargate.app/pl/compare