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משפחהMachine learningProcess / pipeline
שנת המקור2012–20142012
הוגה השיטהKivela, M.; Holme, P.; Saramaki, J. (among foundational contributors)Holme & Saramäki (2012) — seminal framework
סוגStructural and dynamic network analysisDynamic graph analysis
מקור מכונןKivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗Holme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗
כינוייםTMNA, time-varying multiplex network analysis, dynamic multiplex network analysis, temporal multilayer network analysisdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
קשורות53
תקצירTemporal multiplex network analysis studies relational systems in which actors are connected by multiple distinct types of relationships that all evolve over time. By simultaneously tracking layer heterogeneity and temporal dynamics, the method reveals how different interaction channels co-evolve, which actors hold persistent cross-layer influence, and how structural changes propagate across relationship types and time periods.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.
ScholarGateמערך נתונים
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  3. PUBLISHED

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ScholarGateהשוואת שיטות: Temporal Multiplex Network Analysis · Temporal Network Analysis. אוחזר בתאריך 2026-06-15 מתוך https://scholargate.app/he/compare