By Paulo Shakarian,Abhivav Bhatnagar,Ashkan Aleali,Elham Shaabani,Ruocheng Guo

This e-book offers the best versions of social community diffusion which are used to illustrate the unfold of illness, principles, and behaviour. It introduces diffusion types from the fields of desktop technology (independent cascade and linear threshold), sociology (tipping models), physics (voter models), biology (evolutionary models), and epidemiology (SIR/SIS and comparable models). a number of houses and difficulties regarding those versions are mentioned together with deciding upon seeds units to start up diffusion, online game theoretic difficulties, predicting diffusion occasions, and extra.
The publication explores a variety of connections among social community diffusion examine and synthetic intelligence via themes comparable to agent-based modeling, good judgment programming, video game concept, studying, and information mining. The ebook additionally surveys key empirical ends up in social community diffusion, and studies the vintage and state-of-the-art study with a spotlight on open problems.

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Diffusion in Social Networks (SpringerBriefs in Computer Science) by Paulo Shakarian,Abhivav Bhatnagar,Ashkan Aleali,Elham Shaabani,Ruocheng Guo

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