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Handbook of Computational Social Science, Volume 1 Theory, Case Studies and Ethics 1st Edition

SKU: 9781000448610

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Additional information

Full Title

Handbook of Computational Social Science, Volume 1 Theory, Case Studies and Ethics 1st Edition

Author(s)

Uwe Engel

Edition

1st Edition

ISBN

9781000448610, 9780367456535, 9781003024583, 9780367456528, 9781000448580

Publisher

Routledge

Format

PDF and EPUB

Description

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.