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Analisi di Reti Small-World e Scale-Free×Analisi delle Reti Temporali×
CampoAnalisi delle retiAnalisi delle reti
FamigliaProcess / pipelineProcess / pipeline
Anno di origine1998 (small-world); 1999 (scale-free)2012
IdeatoreHolme & Saramäki (2012) — seminal framework
TipoDescriptive / exploratory network analysisDynamic graph analysis
Fonte seminaleWatts, D.J. & Strogatz, S.H. (1998). Collective Dynamics of 'Small-World' Networks. Nature, 393(6684), 440-442. DOI ↗Holme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗
AliasKüçük Dünya ve Ölçek-Bağımsız Ağ Analizi, small-world network, scale-free network, preferential attachment analysisdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
Correlati93
SintesiSmall-world and scale-free network analysis tests whether a real-world network exhibits two landmark topological signatures identified in 1998-1999: the Watts-Strogatz small-world property (high local clustering combined with short average path lengths) and the Barabási-Albert scale-free property (a degree distribution that follows a power law, meaning a small number of hubs connect to a disproportionately large share of other nodes). Together these frameworks transformed network science by showing that many social, biological, and technological networks share a common structural grammar.Temporal 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.
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ScholarGateConfronta i metodi: Small-World and Scale-Free Network Analysis · Temporal Network Analysis. Consultato il 2026-06-17 da https://scholargate.app/it/compare