| 书目名称 | Social Network Large-Scale Decision-Making | | 副标题 | Developing Decision | | 编辑 | Zhijiao Du,Sumin Yu | | 视频video | | | 概述 | Explores the influence of social relationships on consensus building and develops two consensus-reaching models.Investigates the influence of social networks on clustering and proposes two clustering | | 丛书名称 | Uncertainty and Operations Research | | 图书封面 |  | | 描述 | .This book focuses on the following three key topics in social network large-scale decision-making: structure-heterogeneous information fusion, clustering analysis with multiple measurement attributes, and consensus building considering trust loss. To address the aggregation and distance measurement of structure-heterogeneous evaluation information, we propose a fusion method based on trust and behavior analysis. Then, two clustering algorithms are put forward, including trust Cop-K-means clustering algorithm and compatibility distance-oriented off-center clustering algorithm. The above clustering algorithms emphasize the similarity of opinions and social relationships as important measurement attributes of clustering. Finally, this book explores the impact of trust loss originating from social relationships on the CRP and develops two consensus-reaching models, namely the improved minimum-cost consensus model that takes into account voluntary trust loss and the punishment-driven consensus-reaching model. Some case studies, a large number of numerical experiments, and comparative analyses are provided in this book to demonstrate the characteristics and advantages of the proposed me | | 出版日期 | Book 2023 | | 关键词 | Clustering; Structure-heterogeneous Information Fusion; Compatibility Distance Oriented Off-center Clu | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-99-7794-9 | | isbn_softcover | 978-981-99-7796-3 | | isbn_ebook | 978-981-99-7794-9Series ISSN 2195-996X Series E-ISSN 2195-9978 | | issn_series | 2195-996X | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 18:16:07
