Social Network Analysis in Action: Basic Methods and Applications (社交網絡分析實務:基本方法與應用)

Yang, Song

  • 出版商: Springer
  • 出版日期: 2024-08-13
  • 售價: $7,050
  • 貴賓價: 9.5$6,698
  • 語言: 英文
  • 頁數: 110
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031666607
  • ISBN-13: 9783031666605
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book offers a balanced view between a basic introduction of Social Network Analysis (SNA) in its methods and application, and advanced topics of data mining techniques and the subsequent SNA analyses. The book stands out as uniquely important contribution to the SNA field because it moves beyond the stage of basic SNA methods. It describes data mining techniques, introducing an online discourse collection platform, ICAS, which is developed by an interdisciplinary team involving Sociologists and Computer Engineer teams with supports of NSF funds.

Targeted audiences of this book are students and scholars interested in using SNA techniques to advance their analytics of their respective research areas. This book provides particular utilities to students at the beginner stage of learning SNA basics, and those in their intermediary careers looking to advance their knowledges of what SNA has to offer. The unique features of this book lie in its descriptions of data mining techniques, data processing, and data analytics. The discussions of an online discourse network platform and data processing capabilities present tremendous benefits to those who aspire to mine the massive data of online social networking.

商品描述(中文翻譯)

本書提供了社會網絡分析(Social Network Analysis, SNA)方法與應用的基本介紹,以及數據挖掘技術和隨後的SNA分析的進階主題之間的平衡視角。本書在SNA領域中獨樹一幟,因為它超越了基本SNA方法的階段。書中描述了數據挖掘技術,並介紹了一個名為ICAS的在線話語收集平台,該平台由一個跨學科團隊開發,該團隊包括社會學家和計算機工程師,並獲得了國家科學基金會(NSF)的資助。

本書的目標讀者是對使用SNA技術以推進其各自研究領域的分析感興趣的學生和學者。本書對於初學SNA基礎的學生以及希望提升對SNA所能提供知識的中階職業人士提供了特別的幫助。本書的獨特之處在於其對數據挖掘技術、數據處理和數據分析的描述。對在線話語網絡平台和數據處理能力的討論,為那些渴望挖掘在線社交網絡海量數據的人們帶來了巨大的好處。

作者簡介

​Song Yang is professor of Sociology at Department of Sociology and Criminology University of Arkansas. My research emphasizes Social Network Analysis (SNA), focusing on SNA methodology and its application to analyzing wide range of research topics. I published more than 20 peer reviewed articles and several books, such as Social Network Analysis (with David Knoke, 2008) and Social Network Analysis (with David Knoke, 2020), and Social Network Analysis: Methods and Examples (with Franziska Keller and Lu Zheng, 2016).

作者簡介(中文翻譯)

Song Yang是阿肯色大學社會學與犯罪學系的社會學教授。我的研究強調社會網絡分析(SNA),專注於SNA方法論及其在分析各種研究主題中的應用。我已發表超過20篇經過同行評審的文章和幾本書籍,如《社會網絡分析》(與David Knoke合著,2008年)、《社會網絡分析》(與David Knoke合著,2020年)以及《社會網絡分析:方法與範例》(與Franziska Keller和Lu Zheng合著,2016年)。