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Dinamično otkrivanje zajednica×Analiza modularnosti×
PodručjeAnaliza mrežaAnaliza mreža
ObiteljMachine learningMachine learning
Godina nastanka2010 (key formalization); earlier work 2002–20092004
TvoracMucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)Newman, M. E. J. & Girvan, M.
VrstaGraph clustering / community discoveryCommunity detection / graph partitioning
Temeljni izvorMucha, 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 ↗Newman, M. E. J., & Girvan, M. (2004). Finding and evaluating community structure in networks. Physical Review E, 69(2), 026113. DOI ↗
Drugi naziviDCD, temporal community detection, evolving community detection, dynamic graph clusteringQ-modularity, community structure detection, network modularity optimization, graph partitioning by modularity
Srodne55
SažetakDynamic community detection identifies groups of densely connected nodes in networks that evolve over time, tracking how communities form, merge, split, and dissolve across temporal snapshots. Developed to extend static modularity optimization to time-varying structures, it is widely used in social, biological, and communication network research.Modularity analysis is a network science method, formalized by Newman and Girvan in 2004, that detects community structure in graphs by measuring whether edges are more concentrated within groups than expected by chance. Its scalar quality index Q guides algorithms that partition nodes into cohesive clusters, making it the most widely adopted framework for community detection in social, biological, and technological networks.
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ScholarGateUsporedite metode: Dynamic Community Detection · Modularity Analysis. Preuzeto 2026-06-15 s https://scholargate.app/hr/compare