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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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Shakarian, Paulo (Author), Bhatnagar, Abhivav (Author), Aleali, Ashkan (Author), Shaabani, Elham (Author), Guo, Ruocheng (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:SpringerBriefs in Computer Science,
Subjects:
Artificial intelligence.
Cryptography.
Data encryption (Computer science).
Artificial Intelligence.
Cryptology.
Online Access:Texto Completo
Table of Contents:
  • 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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