书目名称 | Optimal Social Influence | 编辑 | Wen Xu,Weili Wu | 视频video | | 概述 | Includes recent and fundamental models and optimization algorithms on social computing.Presents detailed techniques, models, problems, algorithms and experiments.Contains practical applications in sec | 丛书名称 | SpringerBriefs in Optimization | 图书封面 |  | 描述 | .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. . | 出版日期 | Book 2020 | 关键词 | modeling of social influence; social networks; Social computing; social network mining; rumor blocking; r | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-37775-5 | isbn_softcover | 978-3-030-37774-8 | isbn_ebook | 978-3-030-37775-5Series ISSN 2190-8354 Series E-ISSN 2191-575X | issn_series | 2190-8354 | copyright | The Author(s), under exclusive license to Springer Nature Switzerland AG 2020 |
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