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Titlebook: Diffusion in Social Networks; Paulo Shakarian,Abhivav Bhatnagar,Ruocheng Guo Book 2015 The Author(s) 2015 artificial intelligence.diffusio

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發(fā)表于 2025-3-21 18:07:00 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Diffusion in Social Networks
編輯Paulo Shakarian,Abhivav Bhatnagar,Ruocheng Guo
視頻videohttp://file.papertrans.cn/280/279045/279045.mp4
概述Includes supplementary material:
叢書名稱SpringerBriefs in Computer Science
圖書封面Titlebook: Diffusion in Social Networks;  Paulo Shakarian,Abhivav Bhatnagar,Ruocheng Guo Book 2015 The Author(s) 2015 artificial intelligence.diffusio
描述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.
出版日期Book 2015
關(guān)鍵詞artificial intelligence; diffusion; influence; network science; social networks
版次1
doihttps://doi.org/10.1007/978-3-319-23105-1
isbn_softcover978-3-319-23104-4
isbn_ebook978-3-319-23105-1Series ISSN 2191-5768 Series E-ISSN 2191-5776
issn_series 2191-5768
copyrightThe Author(s) 2015
The information of publication is updating

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https://doi.org/10.1007/978-3-030-03721-5 topic from multiple fields. The availability of large social network datasets over nearly the past two decades have made it possible to explore network diffusion like never before. Having said that, the materials covered in this book is not limited to the online platforms, but rather are thought to
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https://doi.org/10.1007/978-3-030-03721-5We describe different properties of these models and how these properties affect solving problems such as influence maximization and influence spread. We describe approaches to address influence maximization problem in independent cascade model and linear threshold model that rely on the maximizatio
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