EAN: 9783319231044

SPRINGERBRIEFS IN COMPUTER SCIENCE DIFFUSION ...

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)  biology (evolutionary models)  and epidemiology (SIR SIS and related
models). A variety of properties and problems related to these models are discussed including
identifying seeds sets to initiate diffusion  game theoretic problems  predicting diffusion
events  and more. The book explores numerous connections between social network diffusion
research and artificial intelligence through topics such as agent-based modeling  logic
programming  game theory  learning  and data mining. The book also surveys key empirical
results in social network diffusion  and reviews the classic and cutting-edge research with a
focus on open problems.

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