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خانوادهMachine learningMachine learning
سال پیدایش2010–20142014
پدیدآورMucha, P. J. et al.; Kivela, M. et al.Kivela, M.; Boccaletti, S. et al.
نوعCommunity detection algorithm for multilayer networksStructural network analysis framework
منبع بنیادینKivela, 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 ↗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 ↗
نام‌های دیگرmultilayer clustering, multiplex community detection, cross-layer community detection, MCDMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysis
مرتبط56
خلاصهMultilayer 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.Multilayer social network analysis extends classical single-layer network methods to settings where actors are connected through multiple, distinct types of ties — such as friendship, professional collaboration, and online interaction — simultaneously. By modeling each type of relationship as a separate layer and explicitly representing connections across layers, it captures structural complexity that a single aggregated network would hide.
ScholarGateمجموعه‌داده
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  1. v1
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  3. PUBLISHED

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ScholarGateمقایسهٔ روش‌ها: Multilayer Community Detection · Multilayer Social Network Analysis. بازیابی‌شده در 2026-06-18 از https://scholargate.app/fa/compare