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＜電子ブック＞
Optimal Social Influence / by Wen Xu, Weili Wu
(SpringerBriefs in Optimization. ISSN:2191575X)

版	1st ed. 2020.
出版者	(Cham : Springer International Publishing : Imprint: Springer)
出版年	2020
本文言語	英語
大きさ	VIII, 124 p. 24 illus., 19 illus. in color : online resource
著者標目	*Xu, Wen author Wu, Weili author SpringerLink (Online service)
件　名	LCSH:Mathematical optimization LCSH:Algorithms LCSH:Mathematical models LCSH:Computer science -- Mathematics  全ての件名で検索 FREE:Optimization FREE:Algorithms FREE:Mathematical Modeling and Industrial Mathematics FREE:Mathematical Applications in Computer Science
一般注記	1. Introduction of Social Influence Analysis -- 2. Diffusion of Information -- 3. Information Source Detection in Social Networks -- 4. Rumor Blocking in Social Networks -- 5. Multiple Social Influence: Models and Applications This self-contained book describes social influence from a computational point of view, with a focus on recent and practical applications, models, algorithms and open topics for future research. Researchers, scholars, postgraduates and developers interested in research on social networking and the social influence related issues will find this book useful and motivating. The latest research on social computing is presented along with and illustrations on how to understand and manipulate social influence for knowledge discovery by applying various data mining techniques in real world scenarios. Experimental reports, survey papers, models and algorithms with specific optimization problems are depicted. The main topics covered in this book are: chrematistics of social networks, modeling of social influence propagation, popular research problems in social influence analysis such as influence maximization, rumor blocking, rumor source detection, and multiple social influence competing. HTTP:URL=https://doi.org/10.1007/978-3-030-37775-5

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