ScholarGate
Trợ lý

So sánh phương pháp

Xem các phương pháp đã chọn cạnh nhau; những hàng khác biệt được làm nổi bật.

Trung tâm eigenvector có hướng×Độ trung tâm Cận kề Hướng×
Lĩnh vựcPhân tích mạng lướiPhân tích mạng lưới
HọMachine learningMachine learning
Năm ra đời1972–19871979–1994
Người khởi xướngBonacich, P.Freeman, L. C.; Wasserman, S. & Faust, K.
LoạiCentrality measure (eigenvector-based, directed)Centrality measure
Công trình gốcBonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92(5), 1170–1182. DOI ↗Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38269-4
Tên gọi khácdirected EC, asymmetric eigenvector centrality, right eigenvector centrality, left eigenvector centralitydirected closeness, in-closeness centrality, out-closeness centrality, directional closeness
Liên quan55
Tóm tắtDirected eigenvector centrality extends the classic eigenvector centrality to directed graphs by scoring each node according to the centrality of the nodes that point to it (in-direction) or that it points to (out-direction). A node earns a high score not merely by having many connections but by being connected to other highly central nodes, capturing asymmetric influence in citation networks, social hierarchies, and information flows.Directed closeness centrality extends the classical closeness measure to directed networks by separately quantifying how quickly a node can be reached by others (in-closeness) and how quickly it can reach all others (out-closeness). It is a foundational node-level metric in social network analysis and graph theory, used wherever link direction conveys meaningful asymmetry such as citation flows, information cascades, or authority hierarchies.
ScholarGateBộ dữ liệu
  1. v1
  2. 2 Nguồn tài liệu
  3. PUBLISHED
  1. v1
  2. 2 Nguồn tài liệu
  3. PUBLISHED

Đến trang tìm kiếm Tải xuống bản trình chiếu

ScholarGateSo sánh phương pháp: Directed Eigenvector Centrality · Directed Closeness Centrality. Truy cập ngày 2026-06-17 từ https://scholargate.app/vi/compare