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Miundo ya Uenezaji wa Mtandao — SIR, SIS, na Independent Cascade

Miundo ya uenezaji wa mtandao ni familia ya mfumo wa makundi na uwezekano unaoiga jinsi habari, ugonjwa, au uvumbuzi unavyoenea katika mfumo uliounganishwa. Kwa msingi wa taaluma ya magonjwa ya kuambukiza ya Kermack na McKendrick (1927), miundo ya SIR na SIS hugawanya nodi katika hali na kufuatilia mabadiliko yanayoendeshwa na viwango vya mawasiliano na uwezekano wa kupona. Miundo ya Independent Cascade na Linear Threshold, iliyoandaliwa na Kempe, Kleinberg, na Tardos (2003), inapanua mantiki hii kwa ushawishi wa kijamii, ikiiga jinsi uanzishaji unavyoenea kupitia mtandao kwa jirani mmoja kwa wakati.

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Vyanzo

  1. Kermack, W.O. & McKendrick, A.G. (1927). A Contribution to the Mathematical Theory of Epidemics. Proceedings of the Royal Society of London. Series A, 115(772), 700-721. DOI: 10.1098/rspa.1927.0118
  2. Kempe, D., Kleinberg, J., & Tardos, E. (2003). Maximizing the Spread of Influence through a Social Network. Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 137-146. DOI: 10.1145/956750.956769

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 1). Network Diffusion Models (SIR, SIS, Independent Cascade). ScholarGate. https://scholargate.app/sw/network-analysis/network-diffusion

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Imerejelewa na

ScholarGateNetwork Diffusion Models (Network Diffusion Models (SIR, SIS, Independent Cascade)). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/network-analysis/network-diffusion · Seti ya data: https://doi.org/10.5281/zenodo.20539026