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Latent Space Network Model×Phân tích mạng xã hội×
Lĩnh vựcSociologyPhân tích mạng lưới
HọMachine learningMachine learning
Năm ra đời20021934 (sociometry); 1994 (modern formalization)
Người khởi xướngPeter Hoff, Adrian Raftery & Mark HandcockMoreno, J.L.; formalized by Wasserman & Faust
LoạiLatent-variable model placing actors in an unobserved social spaceStructural/relational analysis framework
Công trình gốcHoff, P. D., Raftery, A. E., & Handcock, M. S. (2002). Latent space approaches to social network analysis. Journal of the American Statistical Association, 97(460), 1090–1098. DOI ↗Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
Tên gọi kháclatent space model, latent position model, LSM, latent distance modelSNA, network analysis, sociometric analysis, relational analysis
Liên quan45
Tóm tắtThe latent space network model represents each actor as a point in an unobserved low-dimensional 'social space' and makes the probability of a tie between two actors a decreasing function of the distance between their points. Introduced by Peter Hoff, Adrian Raftery, and Mark Handcock in 2002, it gives social networks a geometric interpretation in which proximity captures unobserved similarity, and it automatically reproduces transitivity and homophily through the geometry.Social Network Analysis (SNA) is a structural method that maps and measures relationships and flows between people, groups, organizations, or other entities modeled as nodes connected by ties (edges). Rather than focusing on individual attributes, SNA reveals how the pattern of connections shapes behavior, influence, information flow, and outcomes within a system.
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ScholarGateSo sánh phương pháp: Latent Space Network Model · Social Network Analysis. Truy cập ngày 2026-06-25 từ https://scholargate.app/vi/compare