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गत्यात्मक समुदाय संसूचन×बहुस्तरीय समुदाय पहचान×
क्षेत्रनेटवर्क विश्लेषणनेटवर्क विश्लेषण
परिवारMachine learningMachine learning
उद्भव वर्ष2010 (key formalization); earlier work 2002–20092010–2014
प्रवर्तकMucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)Mucha, P. J. et al.; Kivela, M. et al.
प्रकारGraph clustering / community discoveryCommunity detection algorithm for multilayer networks
मौलिक स्रोतMucha, 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 ↗Kivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗
उपनामDCD, temporal community detection, evolving community detection, dynamic graph clusteringmultilayer clustering, multiplex community detection, cross-layer community detection, MCD
संबंधित55
सारांशDynamic 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.Multilayer community detection identifies groups of nodes that are densely connected across multiple types of relationships simultaneously. By coupling layers of a network — such as friendship, advice, and collaboration ties — it finds communities that are coherent not just within one relation type but across all of them, revealing structure that single-layer analysis would miss.
ScholarGateडेटासेट
  1. v1
  2. 2 स्रोत
  3. PUBLISHED
  1. v1
  2. 2 स्रोत
  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Dynamic Community Detection · Multilayer Community Detection. 2026-06-18 को यहाँ से प्राप्त https://scholargate.app/hi/compare