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가중 양분석 네트워크 분석×가중치 사회 연결망 분석 (Weighted Social Network Analysis)×
분야네트워크 분석네트워크 분석
계열Machine learningMachine learning
기원 연도1997 (two-mode); weighted extensions 2000s2004–2010
창시자Borgatti, S. P. & Everett, M. G.Barrat, A.; Opsahl, T. et al.
유형Network structural analysisNetwork analysis framework
원전Borgatti, S. P., & Everett, M. G. (1997). Network analysis of 2-mode data. Social Networks, 19(3), 243–269. DOI ↗Barrat, A., Barthélemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. DOI ↗
별칭weighted bipartite network analysis, valued two-mode network analysis, weighted affiliation network analysis, W2MNAWeighted SNA, valued network analysis, tie-strength network analysis, weighted graph analysis
관련66
요약Weighted two-mode network analysis examines bipartite graphs in which two distinct node sets — such as actors and events, authors and papers, or species and habitats — are connected by edges carrying numerical weights that capture the strength, frequency, or intensity of each affiliation. Incorporating weights provides substantially richer structural insights than unweighted bipartite analysis.Weighted Social Network Analysis extends classical SNA by assigning numeric values — weights — to ties between actors, capturing tie strength, interaction frequency, or resource flow. Rather than treating all connections as equal, it reveals who holds privileged positions by virtue of the intensity, not merely the existence, of their relationships.
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