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Analytical Methods for Social Research: Computational Social Science: Discovery and Prediction

R. Alvarez

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Description for Analytical Methods for Social Research: Computational Social Science: Discovery and Prediction Paperback. .
Quantitative research in social science research is changing rapidly. Researchers have vast and complex arrays of data with which to work: we have incredible tools to sift through the data and recognize patterns in that data; there are now many sophisticated models that we can use to make sense of those patterns; and we have extremely powerful computational systems that help us accomplish these tasks quickly. This book focuses on some of the extraordinary work being conducted in computational social science - in academia, government, and the private sector - while highlighting current trends, challenges, and new directions. Thus, Computational ... Read more

Product Details

Publisher

Cambridge University Press United Kingdom

Number of pages

312

Format

Paperback

Publication date

2016

Series

Analytical Methods for Social Research

Condition

New

Number of Pages

337

Place of Publication

Cambridge, United Kingdom

ISBN

9781107518414

SKU

V9781107518414

Shipping Time

Usually ships in 4 to 8 working days

Ref

99-1

About R. Alvarez

R. Michael Alvarez is a Professor of Political Science at the California Institute of Technology. He is a Fellow of the Society for Political Methodology. He is the coeditor of Political Analysis and of the Cambridge University Press series, Analytical Methods for Social Science. He recently coauthored, with Lonna Rae Atkeson and Thad E. Hall, Evaluating Elections: A Handbook of ... Read more

Reviews for Analytical Methods for Social Research: Computational Social Science: Discovery and Prediction

'Computational social science is either the coming or just arrived tidal wave. But how the computations part fits with social science is the most important issue that needs to be settled before this wave overtakes us all. This book does a great job in laying out some of the issues in general terms but, perhaps more importantly, showing the areas ... Read morewhere computational social science is (not so) simply good social science.' Nathaniel Beck, New York University 'Computational social science is a revolution that is sweeping us into the twenty-first century with increasingly sophisticated tools for generating insight about fundamental human behaviors, and this book reads like a Who's Who of the revolutionary vanguard. From public opinion to protest, each chapter of this superb collection of essays gives great examples of new data and new techniques for analyzing it to learn how society functions and to apply that knowledge to make our world better. This volume is a must-read for anyone who wants to understand what big data means for social scientists.' James Fowler, University of California, San Diego 'This book offers a delightful sampling of some of the key issues and challenges at the center of computational social science, an emergent field often popularly referred to as 'big data'. This collection of fascinating essays offers both a conceptual overview and more detailed explanations that can delight expert and novices alike.' danah boyd, Microsoft Research and Founder, Data and Society 'With big data analytics comes a complex relationship between computational social science and public policy. For social scientists, these essays will present exciting new ways to think about and leverage big data analytics. Data scientists will enjoy seeing their tricks of the trade being applied to interesting social and public policy issues.' Jeff Jonas, IBM Fellow Computational social science is either the coming or just arrived tidal wave. But how the computations part fits with social science is the most important issue that needs to be settled before this wave overtakes us all. This book does a great job in laying out some of the issues in general terms but, perhaps more importantly, showing the areas where computational social science is (not so) simply good social science. Nathaniel Beck, New York University Computational social science is a revolution that is sweeping us into the twenty-first century with increasingly sophisticated tools for generating insight about fundamental human behaviors, and this book reads like a Who's Who of the revolutionary vanguard. From public opinion to protest, each chapter of this superb collection of essays gives great examples of new data and new techniques for analyzing it to learn how society functions and to apply that knowledge to make our world better. This volume is a must-read for anyone who wants to understand what big data means for social scientists. James Fowler, University of California, San Diego This book offers a delightful sampling of some of the key issues and challenges at the center of computational social science, an emergent field often popularly referred to as 'big data'. This collection of fascinating essays offers both a conceptual overview and more detailed explanations that can delight expert and novices alike. danah boyd, Microsoft Research and Founder, Data and Society With big data analytics comes a complex relationship between computational social science and public policy. For social scientists, these essays will present exciting new ways to think about and leverage big data analytics. Data scientists will enjoy seeing their tricks of the trade being applied to interesting social and public policy issues. Jeff Jonas, IBM Fellow Show Less

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Analytical Methods for Social Research: Computational Social Science: Discovery and Prediction

R. Alvarez

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