Introduction to Computational Social Science: Principles and Applications (Texts in Computer Science)
暫譯: 計算社會科學導論:原則與應用(計算機科學文本)

Claudio Cioffi-Revilla

  • 出版商: Springer
  • 出版日期: 2017-07-10
  • 售價: $4,890
  • 貴賓價: 9.5$4,646
  • 語言: 英文
  • 頁數: 607
  • 裝訂: Hardcover
  • ISBN: 3319501305
  • ISBN-13: 9783319501307
  • 相關分類: Computer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This textbook provides a comprehensive and reader-friendly introduction to the field of computational social science (CSS). Presenting a unified treatment, the text examines in detail the four key methodological approaches of automated social information extraction, social network analysis, social complexity theory, and social simulation modeling. This updated new edition has been enhanced with numerous review questions and exercises to test what has been learned, deepen understanding through problem-solving, and to practice writing code to implement ideas. Topics and features: contains more than a thousand questions and exercises, together with a list of acronyms and a glossary; examines the similarities and differences between computers and social systems; presents a focus on automated information extraction; discusses the measurement, scientific laws, and generative theories of social complexity in CSS; reviews the methodology of social simulations, covering both variable- and object-oriented models.

商品描述(中文翻譯)

本教科書提供了對計算社會科學(Computational Social Science, CSS)領域的全面且易於理解的介紹。該文本以統一的方式詳細探討了四種關鍵的方法論:自動社會信息提取、自社會網絡分析、社會複雜性理論以及社會模擬建模。這一更新版增強了許多回顧問題和練習,以測試所學知識,通過解決問題加深理解,並練習編寫代碼以實現想法。主題和特點包括:包含超過一千個問題和練習,以及縮寫詞列表和術語表;探討計算機與社會系統之間的相似性和差異;重點關注自動信息提取;討論CSS中社會複雜性的測量、科學法則和生成理論;回顧社會模擬的方法論,涵蓋變量導向和物件導向模型。