Social Network Analysis - Community Detection and Evolution (Lecture Notes in Social Networks)

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商品描述

This book is devoted to recent progress in social network analysis with a high focus on community detection and evolution. The eleven chapters cover the identification of cohesive groups, core components and key players either in static or dynamic networks of different kinds and levels of heterogeneity. Other important topics in social network analysis such as influential detection and maximization, information propagation, user behavior analysis, as well as network modeling and visualization are also presented. Many studies are validated through real social networks such as Twitter. This edited work will appeal to researchers, practitioners and students interested in the latest developments of social network analysis.

商品描述(中文翻譯)

本書專注於社交網絡分析的最新進展,特別是社群檢測與演變。十一章內容涵蓋了在不同類型和異質性水平的靜態或動態網絡中識別凝聚群體、核心組件和關鍵角色。其他社交網絡分析中的重要主題,如影響力檢測與最大化、信息傳播、用戶行為分析,以及網絡建模與可視化等,也有介紹。許多研究是通過真實的社交網絡(如 Twitter)進行驗證的。本書編輯作品將吸引對社交網絡分析最新發展感興趣的研究人員、實務工作者和學生。