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Analýza časových dvourežimových sítí×Časová detekce komunit×
OborAnalýza sítíAnalýza sítí
RodinaMachine learningMachine learning
Rok vzniku1990s–2010s2010
TvůrceBorgatti, S. P. & Everett, M. G. (two-mode foundations); extended to temporal setting by multiple authorsMucha, P. J. et al.
TypNetwork analysis techniqueNetwork clustering algorithm
Původní zdrojBorgatti, S. P., & Everett, M. G. (1997). Network analysis of 2-mode data. Social Networks, 19(3), 243–269. DOI ↗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. DOI ↗
Další názvytemporal bipartite network analysis, dynamic two-mode network analysis, time-varying bipartite network analysis, longitudinal affiliation network analysisdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Příbuzné56
ShrnutíTemporal two-mode network analysis tracks relationships between two distinct classes of nodes — such as authors and publications, or actors and events — across multiple time points. By combining bipartite structure with longitudinal observation, it reveals how affiliation patterns, collaborations, and community memberships form, evolve, and dissolve over time.Temporal community detection identifies cohesive groups (communities) in networks whose structure changes over time. By treating each time snapshot as a network layer and coupling consecutive layers, it reveals how communities form, merge, split, grow, or dissolve — turning a sequence of static snapshots into a continuous narrative of group evolution.
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ScholarGatePorovnat metody: Temporal Two-Mode Network Analysis · Temporal Community Detection. Získáno 2026-06-17 z https://scholargate.app/cs/compare