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Diffusion in Social Networks

Name: Diffusion in Social Networks
Brand: Springer International Publishing AG
SKU: 09480182
Price: 20034 HUF
Availability: InStock
Author: Paulo Shakarian
ISBN: 9783319231044

Language

English

Book Paperback

Libristo code: 09480182

Publishers Springer International Publishing AG, September 2015

This book presents the leading models of social network diffusion that are used to demonstrate the s... Full description

Libristo code: 09480182

136 b

20 034 Ft

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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.