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गत्यात्मक समुदाय संसूचन×टेम्पोरल कम्युनिटी डिटेक्शन (Temporal Community Detection)×
क्षेत्रनेटवर्क विश्लेषणनेटवर्क विश्लेषण
परिवारMachine learningMachine learning
उद्भव वर्ष2010 (key formalization); earlier work 2002–20092010
प्रवर्तकMucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)Mucha, P. J. et al.
प्रकारGraph clustering / community discoveryNetwork clustering algorithm
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 ↗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 ↗
उपनामDCD, temporal community detection, evolving community detection, dynamic graph clusteringdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
संबंधित56
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.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.
ScholarGateडेटासेट
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  1. v1
  2. 2 स्रोत
  3. PUBLISHED

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