Social Network Analysis with Applications (Hardcover)

Ian McCulloh, Helen Armstrong, Anthony Johnson

  • 出版商: Wiley
  • 出版日期: 2013-07-10
  • 售價: $4,060
  • 貴賓價: 9.5$3,857
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Hardcover
  • ISBN: 1118169476
  • ISBN-13: 9781118169476
  • 無法訂購

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商品描述

A comprehensive introduction to social network analysis that hones in on basic centrality measures, social links, subgroup analysis, data sources, and more

Written by military, industry, and business professionals, this book introduces readers to social network analysis, the new and emerging topic that has recently become of significant use for industry, management, law enforcement, and military practitioners for identifying both vulnerabilities and opportunities in collaborative networked organizations.

Focusing on models and methods for the analysis of organizational risk, Social Network Analysis with Applications provides easily accessible, yet comprehensive coverage of network basics, centrality measures, social link theory, subgroup analysis, relational algebra, data sources, and more. Examples of mathematical calculations and formulas for social network measures are also included.

Along with practice problems and exercises, this easily accessible book covers:

  • The basic concepts of networks, nodes, links, adjacency matrices, and graphs
  • Mathematical calculations and exercises for centrality, the basic measures of degree, betweenness, closeness, and eigenvector centralities
  • Graph-level measures, with a special focus on both the visual and numerical analysis of networks
  • Matrix algebra, outlining basic concepts such as matrix addition, subtraction, multiplication, and transpose and inverse calculations in linear algebra that are useful for developing networks from relational data
  • Meta-networks and relational algebra, social links, diffusion through networks, subgroup analysis, and more

An excellent resource for practitioners in industry, management, law enforcement, and military intelligence who wish to learn and apply social network analysis to their respective fields, Social Network Analysis with Applications is also an ideal text for upper-level undergraduate and graduate level courses and workshops on the subject.

商品描述(中文翻譯)

一本全面介紹社會網絡分析的書籍,專注於基本的中心性測量、社會連結、小組分析、數據來源等主題。

本書由軍事、產業和商業專業人士撰寫,向讀者介紹社會網絡分析,這是一個新興的主題,最近在產業、管理、執法和軍事實務中變得相當重要,幫助識別協作網絡組織中的脆弱性和機會。

《Social Network Analysis with Applications》專注於組織風險分析的模型和方法,提供易於理解但又全面的網絡基礎知識、中心性測量、社會連結理論、小組分析、關係代數、數據來源等內容。書中還包括社會網絡測量的數學計算和公式示例。

除了練習題和練習,本書還涵蓋了以下內容:

- 網絡、節點、連結、鄰接矩陣和圖形的基本概念
- 中心性的數學計算和練習,包括度數、介於性、接近性和特徵向量中心性的基本測量
- 圖層級的測量,特別關注網絡的視覺和數值分析
- 矩陣代數,概述基本概念,如矩陣的加法、減法、乘法,以及線性代數中有用於從關係數據開發網絡的轉置和逆運算
- 元網絡和關係代數、社會連結、網絡中的擴散、小組分析等

《Social Network Analysis with Applications》是希望學習並將社會網絡分析應用於各自領域的產業、管理、執法和軍事情報實務者的優秀資源,也是高年級本科生和研究生課程及研討會的理想教材。