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.
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Optimal Social Influence von Wen Xu - mit der ISBN: 9783030377755
Social computing; algorithm analysis and problem complexity; modeling of social influence; multiple influence competing; optimization algorithms; rumor blocking; rumor source detection; social influence propagation; social network mining; social networks; user behavior prediction; C; Optimization; Mathematical Modeling and Industrial Mathematics; Mathematical Applications in Computer Science; Algorithms; Mathematics and Statistics, Online-Buchhandlung
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