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خانوادهMachine learningMachine learning
سال پیدایش2013–20141994
پدیدآورKivela, M.; De Domenico, M. et al.Wasserman, S. & Faust, K.
نوعMulti-layer directed graph frameworkStructural analysis of directed graphs
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 ↗Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
نام‌های دیگرdirected multilayer network analysis, directed multiplex graphs, asymmetric multiplex network analysis, DMNAdirected SNA, digraph analysis, directed graph network analysis, asymmetric network analysis
مرتبط65
خلاصهDirected multiplex network analysis models systems where the same set of nodes are connected by multiple types of directed (asymmetric) relationships across distinct layers — such as citation flows, information cascades, or authority hierarchies co-existing simultaneously. It extends multiplex network analysis by preserving both layer identity and edge directionality, enabling richer structural and dynamic insights.Directed Social Network Analysis (directed SNA) studies networks in which every tie has an explicit direction — from a sender to a receiver — rather than treating relationships as symmetric. It extends the classical SNA toolkit with in-degree, out-degree, reciprocity, and asymmetric path measures, making it the appropriate framework wherever relationship direction carries substantive meaning, such as citation flows, advice-seeking, follower graphs, or information cascades.
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ScholarGateمقایسهٔ روش‌ها: Directed Multiplex Network Analysis · Directed Social Network Analysis. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare