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: 2014-01-15
- 售價: $3,180
- 貴賓價: 9.5 折 $3,021
- 語言: 英文
- 頁數: 320
- 裝訂: Hardcover
- ISBN: 1447156609
- ISBN-13: 9781447156604
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相關分類:
Computer-Science
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商品描述
This reader-friendly textbook is the first work of its kind to provide a unified Introduction to Computational Social Science (CSS). Four distinct methodological approaches are examined in detail, namely automated social information extraction, social network analysis, social complexity theory and social simulation modeling. The coverage of these approaches is supported by a discussion of the historical context, as well as by a list of texts for further reading. Features: highlights the main theories of the CSS paradigm as causal explanatory frameworks that shed new light on the nature of human and social dynamics; explains how to distinguish and analyze the different levels of analysis of social complexity using computational approaches; discusses a number of methodological tools; presents the main classes of entities, objects and relations common to the computational analysis of social complexity; examines the interdisciplinary integration of knowledge in the context of social phenomena.
商品描述(中文翻譯)
這本讀者友好的教科書是首部提供統一的《計算社會科學》(Computational Social Science, CSS)介紹的著作。詳細探討了四種不同的方法論,包括自動社會信息提取、社會網絡分析、社會複雜性理論和社會模擬建模。這些方法的涵蓋受到歷史背景討論的支持,並附有進一步閱讀的文本列表。特點包括:突顯CSS範式的主要理論,作為因果解釋框架,為人類和社會動態的本質提供新的見解;解釋如何使用計算方法區分和分析社會複雜性的不同分析層次;討論多種方法論工具;呈現計算社會複雜性分析中常見的主要實體、物件和關係類別;檢視社會現象背景下知識的跨學科整合。