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Diffusion in Social Networks

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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

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Detail Information

Series Title

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Call Number

004

Publisher

Cham : Springer., 2015

Collation

xi, 101 pages)

Language

English

ISBN/ISSN

9783319231051

Classification

004

Content Type

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Media Type

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Carrier Type

online resource

Edition

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Subject(s)

Computer Science

Specific Detail Info

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Statement of Responsibility

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Other Information

Cataloger

Kurnadi

Source

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Validator

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