Diffusion in Social Networks

This book presents the leading models of social network diffusion that are used to demonstrate the spread of disease, ideas, and behavior. It introduces diffusion models from the fields of computer science (independent cascade and linear threshold), sociology (tipping models), physics (voter models)...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Shakarian, Paulo (Autor), Bhatnagar, Abhivav (Autor), Aleali, Ashkan (Autor), Shaabani, Elham (Autor), Guo, Ruocheng (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:SpringerBriefs in Computer Science,
Temas:
Artificial intelligence.
Cryptography.
Data encryption (Computer science).
Artificial Intelligence.
Cryptology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • The SIR Model and Identification of Spreaders
  • The Tipping Model and the Minimum Seed Problem
  • The Independent Cascade and Linear Threshold Models
  • Logic Programming Based Diffusion Models
  • Evolutionary Graph Theory
  • Examining Diffusion in the Real World
  • Conclusion.

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