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Anàlisi de xarxes temporals de dos modes×Detecció de Comunitats Temporals×
CampAnàlisi de xarxesAnàlisi de xarxes
FamíliaMachine learningMachine learning
Any d'origen1990s–2010s2010
Autor originalBorgatti, S. P. & Everett, M. G. (two-mode foundations); extended to temporal setting by multiple authorsMucha, P. J. et al.
TipusNetwork analysis techniqueNetwork clustering algorithm
Font seminalBorgatti, 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 ↗
Àliestemporal 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
Relacionats56
ResumTemporal 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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ScholarGateCompara mètodes: Temporal Two-Mode Network Analysis · Temporal Community Detection. Recuperat el 2026-06-17 de https://scholargate.app/ca/compare