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Lĩnh vựcPhân tích mạng lướiPhân tích mạng lưới
HọProcess / pipelineProcess / pipeline
Năm ra đời20121979
Người khởi xướngHolme & Saramäki (2012) — seminal frameworkLinton C. Freeman
LoạiDynamic graph analysisDescriptive / exploratory network measure family
Công trình gốcHolme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗Freeman, L.C. (1979). Centrality in Social Networks: Conceptual Clarification. Social Networks, 1(3), 215-239. DOI ↗
Tên gọi khácdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)Merkeziyet Analizi (Degree, Betweenness, Eigenvector), node centrality, centrality measures, graph centrality
Liên quan35
Tóm tắtTemporal network analysis, formalised by Holme and Saramäki in their landmark 2012 Physics Reports survey, is the study of networks in which edges appear and disappear over time. Rather than collapsing all contacts into a single static graph, the approach preserves the precise timing of interactions — whether as contact sequences, time-stamped event lists, or windowed snapshots — and uses that timing to track how influence, disease, or information can actually propagate through the system.Centrality analysis is a family of network-analytic measures, formalized by Freeman (1979), that quantifies the structural importance of individual nodes within a graph. Each centrality index captures a distinct mechanism of influence: degree centrality reflects direct connectivity, betweenness centrality identifies nodes that broker information flow, closeness centrality captures proximity to all others, and eigenvector centrality (along with PageRank) rewards connection to highly connected neighbors.
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ScholarGateSo sánh phương pháp: Temporal Network Analysis · Centrality Analysis. Truy cập ngày 2026-06-17 từ https://scholargate.app/vi/compare