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Introduction to Computational Social Science

Principles and Applications

  • Claudio Cioffi-Revilla

Part of the Texts in Computer Science book series (TCS)

Table of contents

  1. Front Matter
    Pages i-xxxvi
  2. Claudio Cioffi-Revilla
    Pages 1-33
  3. Claudio Cioffi-Revilla
    Pages 35-102
  4. Claudio Cioffi-Revilla
    Pages 103-140
  5. Claudio Cioffi-Revilla
    Pages 141-192
  6. Claudio Cioffi-Revilla
    Pages 193-246
  7. Claudio Cioffi-Revilla
    Pages 247-289
  8. Claudio Cioffi-Revilla
    Pages 291-373
  9. Claudio Cioffi-Revilla
    Pages 375-414
  10. Claudio Cioffi-Revilla
    Pages 415-454
  11. Claudio Cioffi-Revilla
    Pages 455-511
  12. Back Matter
    Pages 513-607

About this book

Introduction

This indispensable textbook/reference provides a comprehensive and reader-friendly introduction to the emerging 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 and expanded 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 and further explore the concepts.

Topics and features:

  • Contains more than a thousand problem questions and exercises, together with a list of acronyms and a glossary of terms
  • Presents an introduction to the main areas, core concepts, and historical development of CSS, providing examples of a range of CSS investigations
  • Examines the key similarities and differences between computers and social systems, from an information-processing perspective
  • Presents a focus on automated information extraction, beginning with its roots in linguistics
  • Introduces the fundamental elements of social network analysis, and computational approaches to analyzing social complexity
  • Discusses the measurement, scientific laws, and generative theories of social complexity in CSS
  • Reviews the methodology of social simulations, covering in detail both variable-oriented and object-oriented models

This unique, clearly-written textbook is essential reading for graduate and advanced undergraduate students planning on embarking on a course on computational social science, or wishing to refresh their knowledge of the fundamental aspects of this exciting field.

Dr. Claudio Cioffi-Revilla is University Professor and Professor of Computational Social Science, founding and former Chair of the Department of Computational Social Science, and founding and current Director of the Center for Social Complexity at George Mason University, VA, USA.

Keywords

Complexity Theory Computational Social Science (CSS) Social Data Mining Social Geographic Information Systems (SocioGIS) Social Network Analysis Social Simulation

Authors and affiliations

  • Claudio Cioffi-Revilla
    • 1
  1. 1.George Mason UniversityFairfaxUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-50131-4
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-50130-7
  • Online ISBN 978-3-319-50131-4
  • Series Print ISSN 1868-0941
  • Series Online ISSN 1868-095X
  • Buy this book on publisher's site
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