Multilayer Social Networks
暫譯: 多層社交網絡

Mark E. Dickison, Matteo Magnani, Luca Rossi

  • 出版商: Cambridge
  • 出版日期: 2016-07-18
  • 售價: $1,950
  • 貴賓價: 9.5$1,853
  • 語言: 英文
  • 頁數: 208
  • 裝訂: Paperback
  • ISBN: 1107438756
  • ISBN-13: 9781107438750
  • 海外代購書籍(需單獨結帳)

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商品描述

Multilayer networks, in particular multilayer social networks, where users belong to and interact on different networks at the same time, are an active research area in social network analysis, computer science, and physics. These networks have traditionally been studied within these separate research communities, leading to the development of several independent models and methods to deal with the same set of problems. This book unifies and consolidates existing practical and theoretical knowledge on multilayer networks including data collection and analysis, modeling, and mining of multilayer social network systems, the evolution of interconnected social networks, and dynamic processes such as information spreading. A single real dataset is used to illustrate the concepts presented throughout the book, demonstrating both the practical utility and the potential shortcomings of the various methods. Researchers from all areas of network analysis will learn new aspects and future directions of this emerging field.

商品描述(中文翻譯)

多層網絡,特別是多層社交網絡,使用戶同時屬於並在不同網絡上互動,是社交網絡分析、計算機科學和物理學中的一個活躍研究領域。這些網絡傳統上在這些獨立的研究社群中進行研究,導致針對相同問題集開發出幾個獨立的模型和方法。本書統一並整合了現有的多層網絡實用和理論知識,包括數據收集和分析、建模以及多層社交網絡系統的挖掘、互聯社交網絡的演變,以及信息傳播等動態過程。全書使用一個真實的數據集來說明所提出的概念,展示各種方法的實用性和潛在的不足之處。來自所有網絡分析領域的研究人員將學習到這一新興領域的新方面和未來方向。