Method evidence record

Temporal Network Diffusion Analysis

Temporal Network Diffusion Analysis studies how information, disease, influence, or other contagions spread through networks whose structure changes over time. By modeling edges as time-stamped contacts rather than static links, it captures the critical role of timing and ordering in determining which nodes get reached, how fast, and through which pathways — producing conclusions that static network models systematically miss.

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Temporal Network Diffusion Analysis (Time-Varying Spreading Processes on Dynamic Networks)

Taxonomic method record · ml-model / network-analysis

Holme, P. & Saramäki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. · DOI 10.1016/j.physrep.2012.03.001
Masuda, N. & Lambiotte, R. (2016). A Guide to Temporal Networks. World Scientific. · ISBN 978-1-78634-052-4

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Related methods

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Taxonomic bucketMultiplex Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketNetwork Diffusion Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTemporal Betweenness Centralitymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTemporal Community Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTemporal Social Network Analysismachine-suggested · Relational suggestion, not evidence.