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Laika divu-modu tīklu analīze×Temporālā kopienu noteikšana×
NozareTīklu analīzeTīklu analīze
SaimeMachine learningMachine learning
Izcelsmes gads1990s–2010s2010
AutorsBorgatti, S. P. & Everett, M. G. (two-mode foundations); extended to temporal setting by multiple authorsMucha, P. J. et al.
TipsNetwork analysis techniqueNetwork clustering algorithm
PirmavotsBorgatti, 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 ↗
Citi nosaukumitemporal 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
Saistītās56
KopsavilkumsTemporal 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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ScholarGateSalīdzināt metodes: Temporal Two-Mode Network Analysis · Temporal Community Detection. Izgūts 2026-06-17 no https://scholargate.app/lv/compare