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تحلیل مدولاریته پویا×آشکارسازی جامعه زمانی×
حوزهتحلیل شبکهتحلیل شبکه
خانوادهMachine learningMachine learning
سال پیدایش20102010
پدیدآورMucha, P. J.; Porter, M. A.; and colleaguesMucha, P. J. et al.
نوعCommunity detection on temporal networksNetwork clustering algorithm
منبع بنیادینMucha, 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 ↗
نام‌های دیگرdynamic community structure analysis, temporal modularity optimization, evolving community detection, time-varying modularitydynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
مرتبط56
خلاصهDynamic modularity analysis extends the classical modularity framework to networks that evolve over time, detecting communities across a sequence of network snapshots while penalizing unnecessary community changes between time steps. It identifies cohesive groups and tracks how they form, merge, split, or dissolve, giving researchers a principled view of structural change in longitudinal network data.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.
ScholarGateمجموعه‌داده
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  1. v1
  2. 2 منابع
  3. PUBLISHED

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ScholarGateمقایسهٔ روش‌ها: Dynamic Modularity Analysis · Temporal Community Detection. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare