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العائلةMachine learningProcess / pipeline
سنة النشأة2004–20122012
صاحب الطريقةHolme, P. & Saramaki, J. (temporal networks); Barrat et al. (weighted networks)Holme & Saramäki (2012) — seminal framework
النوعNetwork analysis techniqueDynamic graph analysis
المصدر التأسيسيHolme, P. & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗Holme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗
الأسماء البديلةWTNA, weighted time-varying network analysis, weighted dynamic network analysis, weighted evolving network analysisdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
ذات صلة63
الملخصWeighted temporal network analysis studies networks whose edges carry numerical weights — representing interaction strength, frequency, or intensity — and whose structure changes over time. It combines the time-varying perspective of temporal network analysis with the quantitative precision of weighted graph metrics, revealing not only when connections exist but how strong they are at each moment.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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ScholarGateقارن الطرق: Weighted Temporal Network Analysis · Temporal Network Analysis. استُرجع بتاريخ 2026-06-17 من https://scholargate.app/ar/compare