Social Phenomena: From Data Analysis to Models (Computational Social Sciences)
暫譯: 社會現象:從數據分析到模型(計算社會科學)

  • 出版商: Springer
  • 出版日期: 2015-08-26
  • 售價: $4,200
  • 貴賓價: 9.5$3,990
  • 語言: 英文
  • 頁數: 260
  • 裝訂: Hardcover
  • ISBN: 3319140108
  • ISBN-13: 9783319140100
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This book focuses on the new possibilities and approaches to social modeling currently being made possible by an unprecedented variety of datasets generated by our interactions with modern technologies. This area has witnessed a veritable explosion of activity over the last few years, yielding many interesting and useful results. Our aim is to provide an overview of the state of the art in this area of research, merging an extremely heterogeneous array of datasets and models. Social Phenomena: From Data Analysis to Models is divided into two parts. Part I deals with modeling social behavior under normal conditions: How we live, travel, collaborate and interact with each other in our daily lives. Part II deals with societal behavior under exceptional conditions: Protests, armed insurgencies, terrorist attacks, and reactions to infectious diseases. This book offers an overview of one of the most fertile emerging fields bringing together practitioners from scientific communities as diverse as social sciences, physics and computer science. We hope to not only provide an unifying framework to understand and characterize social phenomena, but also to help foster the dialogue between researchers working on similar problems from different fields and perspectives.

商品描述(中文翻譯)

本書專注於社會建模的新可能性和方法,這些可能性是由我們與現代技術互動所產生的前所未有的各種數據集所促成的。在過去幾年中,這個領域經歷了一場真正的活動爆炸,產生了許多有趣且有用的結果。我們的目標是提供這一研究領域的最新進展概述,融合極其異質的數據集和模型。《社會現象:從數據分析到模型》分為兩部分。第一部分處理正常條件下的社會行為建模:我們在日常生活中如何生活、旅行、合作和互動。第二部分則處理特殊條件下的社會行為:抗議、武裝叛亂、恐怖襲擊以及對傳染病的反應。本書提供了一個概述,涵蓋了將社會科學、物理學和計算機科學等多個科學社群的從業者聚集在一起的最具潛力的新興領域。我們希望不僅能提供一個統一的框架來理解和描述社會現象,還能促進來自不同領域和視角的研究者之間的對話。