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Analyse der Diffusion in temporalen Netzwerken×Zeitliche Analyse sozialer Netzwerke×
FachgebietNetzwerkanalyseNetzwerkanalyse
FamilieMachine learningMachine learning
Entstehungsjahr20122000s–2010s
UrheberHolme, P. & Saramäki, J.Moody, J.; Holme, P.; Saramäki, J.
TypNetwork analysis frameworkLongitudinal network analysis
Wegweisende QuelleHolme, P. & Saramäki, 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 ↗
AliasnamenTNDA, dynamic network diffusion, time-varying network spreading, diffusion on temporal networksTSNA, longitudinal social network analysis, time-varying network analysis, dynamic SNA
Verwandt54
ZusammenfassungTemporal 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.Temporal Social Network Analysis (TSNA) extends classic social network analysis by treating networks as time-varying structures. Rather than aggregating all ties into a single static snapshot, TSNA tracks when ties form, persist, and dissolve, enabling researchers to study how social structures evolve and how dynamic connectivity shapes diffusion, influence, and inequality over time.
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ScholarGateMethoden vergleichen: Temporal Network Diffusion Analysis · Temporal Social Network Analysis. Abgerufen am 2026-06-15 von https://scholargate.app/de/compare