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Analiza motywów sieciowych×Analiza sieci ego×Analiza sieci społecznych×
DziedzinaAnaliza sieciAnaliza sieciAnaliza sieci
RodzinaProcess / pipelineProcess / pipelineMachine learning
Rok powstania20021992 (Burt); foundational measurement formalised by Marsden 20021934 (sociometry); 1994 (modern formalization)
TwórcaRonald S. Burt (structural holes framework); Peter V. Marsden (egocentric measures)Moreno, J.L.; formalized by Wasserman & Faust
TypStatistical pattern-detection method for directed graphsDescriptive / relational network analysisStructural/relational analysis framework
Źródło pierwotneMilo, R., Shen-Orr, S., Itzkovitz, S., Kashtan, N., Chklovskii, D., & Alon, U. (2002). Network Motifs: Simple Building Blocks of Complex Networks. Science, 298(5594), 824-827. DOI ↗Burt, R.S. (1992). Structural Holes: The Social Structure of Competition. Harvard University Press. ISBN: 9780674843714Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
Inne nazwynetwork motifs, subgraph significance profile, Ağ Motif Analizi (Network Motifs)personal network analysis, egocentric network analysis, Ego Ağı Analizi (Personal Network Analysis)SNA, network analysis, sociometric analysis, relational analysis
Pokrewne365
PodsumowanieNetwork motif analysis is a statistical method for directed networks, introduced by Milo, Shen-Orr, and Alon in 2002, that identifies small recurring subgraph patterns — motifs — that appear significantly more often than would be expected in a comparable random network. By comparing a real network against a null ensemble of randomised graphs, the method reveals the elementary structural building blocks that define the functional organisation of biological regulatory networks, social networks, and other complex systems.Ego network analysis examines the personal network of a focal individual — the ego — by mapping their direct contacts (alters) and the ties those contacts share with one another. Formalised through Ronald Burt's structural holes framework (1992) and Marsden's egocentric measurement approach (2002), the method produces ego-level indicators such as network size, density, constraint, and brokerage role that reveal how each individual's social position shapes their access to information, resources, and influence.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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ScholarGatePorównaj metody: Network Motif Analysis · Ego Network Analysis · Social Network Analysis. Pobrano 2026-06-19 z https://scholargate.app/pl/compare