Doing Computational Social Science
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Doing Computational Social Science
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Author : John McLevey
language : en
Publisher: SAGE
Release Date : 2021-12-15
Doing Computational Social Science written by John McLevey and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-15 with Social Science categories.
Computational approaches offer exciting opportunities for us to do social science differently. This beginner’s guide discusses a range of computational methods and how to use them to study the problems and questions you want to research. It assumes no knowledge of programming, offering step-by-step guidance for coding in Python and drawing on examples of real data analysis to demonstrate how you can apply each approach in any discipline. The book also: Considers important principles of social scientific computing, including transparency, accountability and reproducibility. Understands the realities of completing research projects and offers advice for dealing with issues such as messy or incomplete data and systematic biases. Empowers you to learn at your own pace, with online resources including screencast tutorials and datasets that enable you to practice your skills and get up to speed. For anyone who wants to use computational methods to conduct a social science research project, this book equips you with the skills, good habits and best working practices to do rigorous, high quality work.
Doing Computational Social Science
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Author : John McLevey
language : en
Publisher: SAGE
Release Date : 2021-12-15
Doing Computational Social Science written by John McLevey and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-15 with Business & Economics categories.
Computational approaches offer exciting opportunities for us to do social science differently. This beginner’s guide discusses a range of computational methods and how to use them to study the problems and questions you want to research. It assumes no knowledge of programming, offering step-by-step guidance for coding in Python and drawing on examples of real data analysis to demonstrate how you can apply each approach in any discipline. The book also: Considers important principles of social scientific computing, including transparency, accountability and reproducibility. Understands the realities of completing research projects and offers advice for dealing with issues such as messy or incomplete data and systematic biases. Empowers you to learn at your own pace, with online resources including screencast tutorials and datasets that enable you to practice your skills and get up to speed. For anyone who wants to use computational methods to conduct a social science research project, this book equips you with the skills, good habits and best working practices to do rigorous, high quality work.
Introduction To Computational Social Science
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Author : Claudio Cioffi-Revilla
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-31
Introduction To Computational Social Science written by Claudio Cioffi-Revilla and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-31 with Computers categories.
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.
Computational Thinking And Social Science
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Author : Matti Nelimarkka
language : en
Publisher: SAGE
Release Date : 2022-11-30
Computational Thinking And Social Science written by Matti Nelimarkka and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-30 with Reference categories.
This book provides fundamental understanding into computational social science, helping students build basic familiarity with programming and an in-depth understanding into the challenges and benefits within the field.
Handbook Of Computational Social Science Volume 1
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Author : Uwe Engel
language : en
Publisher: Taylor & Francis
Release Date : 2021-11-10
Handbook Of Computational Social Science Volume 1 written by Uwe Engel and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-10 with Computers categories.
The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches. The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This first volume focuses on the scope of computational social science, ethics, and case studies. It covers a range of key issues, including open science, formal modeling, and the social and behavioral sciences. This volume explores major debates, introduces digital trace data, reviews the changing survey landscape, and presents novel examples of computational social science research on sensing social interaction, social robots, bots, sentiment, manipulation, and extremism in social media. The volume not only makes major contributions to the consolidation of this growing research field but also encourages growth in new directions. With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates, and researchers engaging with computational methods across the social sciences, as well as those within the scientifi c and engineering sectors.
Core Skills Of Computational Social Science
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Author : Sarah Shugars
language : en
Publisher:
Release Date : 2022
Core Skills Of Computational Social Science written by Sarah Shugars and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with Social sciences categories.
Computational social science (CSS), which brings computational approaches to social science questions, has been shown to be a powerful tool. Getting started in this interdisciplinary field requires several critical skills related to computation, scientific inquiry, and care for human subjects. Specifically, this How-to Guide outlines three essential skills for CSS research: an appreciation of data justice, intellectual humility, and an understanding of algorithmic thinking. Data justice helps ensure that CSS research not only "does no harm" but actively seeks to undo existing harm. Intellectual humility is necessary to recognize that all research involves many choices--none of which will ever be perfect. And algorithmic thinking is needed to apply computational methods to social science questions. Each of these elements is essential to doing good CSS research and could each be the subject of a guide in their own right. However, as a starting point in your CSS journey, this guide aims to introduce you to these key skills and concepts--outlining what it means to do good CSS research and providing a solid foundation on which to build future endeavors.
Terrorism And Counterterrorism Methods And Technologies
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Author : W. Y. Ishimoto
language : en
Publisher:
Release Date : 1997
Terrorism And Counterterrorism Methods And Technologies written by W. Y. Ishimoto and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Political Science categories.
Generating Policies For Sustainable Water Use In Complex Scenarios
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Author : Moira L. Zellner
language : en
Publisher:
Release Date : 2005
Generating Policies For Sustainable Water Use In Complex Scenarios written by Moira L. Zellner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Exploratory Modeling And Analysis
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Author : Buyung Agusdinata
language : en
Publisher:
Release Date : 2008
Exploratory Modeling And Analysis written by Buyung Agusdinata and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Decision making categories.
Environment And Planning
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Author :
language : en
Publisher:
Release Date : 2007
Environment And Planning written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Architecture categories.