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指向性ソーシャルネットワーク分析×Directed PageRank×
分野ネットワーク分析ネットワーク分析
系統Machine learningMachine learning
提唱年19941998
提唱者Wasserman, S. & Faust, K.Brin, S. & Page, L.
種類Structural analysis of directed graphsIterative authority-scoring algorithm
原典Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1Brin, S. & Page, L. (1998). The anatomy of a large-scale hypertextual Web search engine. Proceedings of the 7th International Conference on World Wide Web (WWW7), 107–117. Elsevier. link ↗
別名directed SNA, digraph analysis, directed graph network analysis, asymmetric network analysisPageRank, PR, Google PageRank, directed link analysis
関連55
概要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.Directed PageRank is a link-based authority scoring algorithm that assigns importance scores to nodes in a directed graph by iteratively redistributing rank through outgoing edges. Introduced by Brin and Page in 1998 as the backbone of Google Search, it measures not just how many in-links a node has but how authoritative the nodes pointing to it are.
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ScholarGate手法を比較: Directed Social Network Analysis · Directed PageRank. 2026-06-18に以下より取得 https://scholargate.app/ja/compare