Diffusion in Social Networks

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Networking & Communications, Computer Security, General Computing
Cover of the book Diffusion in Social Networks by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani ISBN: 9783319231051
Publisher: Springer International Publishing Publication: September 16, 2015
Imprint: Springer Language: English
Author: Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
ISBN: 9783319231051
Publisher: Springer International Publishing
Publication: September 16, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Soft Computing Applications for Group Decision-making and Consensus Modeling by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Intrinsically Disordered Proteins Studied by NMR Spectroscopy by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Formal Aspects of Component Software by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Psychiatric Diagnosis Revisited by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book The Advent of Unmanned Electric Vehicles by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Dopamine and Sleep by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Computer Vision – ECCV 2016 Workshops by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Philosophy of Science in Practice by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book A Guide to Numerical Modelling in Systems Biology by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Italians and Food by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Human Language Technology. Challenges for Computer Science and Linguistics by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Methods of Solving Sequence and Series Problems by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Digital Signal Processing and Spectral Analysis for Scientists by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Proceedings of China-Europe Conference on Geotechnical Engineering by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
Cover of the book Nanowires by Ashkan Aleali, Paulo Shakarian, Abhivav Bhatnagar, Ruocheng Guo, Elham Shaabani
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy