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

Author:   Uwe Engel ,  Anabel Quan-Haase ,  Sunny Liu ,  Lars E Lyberg
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367456535


Pages:   394
Publication Date:   17 November 2021
Format:   Hardback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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


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Author:   Uwe Engel ,  Anabel Quan-Haase ,  Sunny Liu ,  Lars E Lyberg
Publisher:   Taylor & Francis Ltd
Imprint:   Routledge
Weight:   0.834kg
ISBN:  

9780367456535


ISBN 10:   0367456532
Pages:   394
Publication Date:   17 November 2021
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

"Preface Introduction to the Handbook of Computational Social Science Uwe Engel, Anabel Quan-Haase, Sunny Xun Liu and Lars Lyberg Section I. The Scope and Boundaries of CSS The Scope of Computational Social Science Claudio Cioffi-Revilla Analytical Sociology amidst a Computational Social Science Revolution Benjamin F. Jarvis, Marc Keuschnigg and Peter Hedström Computational Cognitive Modeling in the Social Sciences Holger Schultheis Computational Communication Science: Lessons from Working Group Sessions with Experts of an Emerging Research Field Stephanie Geise and Annie Waldherr A Changing Survey Landscape Lars Lyberg and Steven G. Heeringa Digital Trace Data: Modes of Data Collection, Applications, and Errors at a Glance Florian Keusch and Frauke Kreuter Open Computational Social Science Jan G. Voelkel and Jeremy Freese Causal and Predictive Modeling in Computational Social Science Uwe Engel Data-driven Agent-based Modeling in Computational Social Science Jan Lorenz Section II. Privacy, Ethics, and Politics in CSS Research Ethics and Privacy in Computational Social Science: A Call for Pedagogy William Hollingshead, Anabel Quan-Haase and Wenhong Chen Deliberating with the Public: An Agenda to Include Stakeholder Input on Municipal ""Big Data"" Projects James Popham, Jennifer Lavoie, Andrea Corradi and Nicole Coomber Analysis of the Principled-AI Framework´s Constraints in Becoming a Methodological Reference for Trustworthy-AI Design Daniel Varona and Juan Luis Suarez Section III. Case Studies and Research Examples Sensing Close-Range Proximity for Studying Face-to-Face Interaction Johann Schaible, Marcos Oliveira, Maria Zens and Mathieu Génois Social Media Data in Affective Science Max Pellert, Simon Schweighofer and David Garcia Understanding Political Sentiment: Using Twitter to Map the US 2016 Democratic Primaries Niklas M Loynes and Mark J Elliot The Social Influence of Bots and Trolls in Social Media Yimin Chen Social Bots and Social Media Manipulation in 2020: The Year in Review Ho-Chun Herbert Chang, Emily Chen, Meiqing Zhang, Goran Muric, and Emilio Ferrara A Picture is (still) Worth a Thousand Words: The Impact of Appearance and Characteristic Narratives on People’s Perceptions of Social Robots Sunny Xun Liu, Elizabeth Arredondo, Hannah Miezkowski, Jeff Hancock and Byron Reeves Data Quality and Privacy Concerns in Digital Trace Data: Insights from a Delphi Study on Machine Learning and Robots in Human Life Uwe Engel and Lena Dahlhaus Effective Fight Against Extremist Discourse On-Line: The Case of ISIS’s Propaganda Séraphin Alava and Rasha Nagem Public Opinion Formation on the Far Right Michael Adelmund and Uwe Engel"

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Author Information

Uwe Engel is Professor at the University of Bremen, Germany, where he held a chair in sociology from 2000 to 2020. From 2008 to 2013, Dr. Engel coordinated the Priority Programme on “Survey Methodology” of the German Research Foundation. His current research focuses on data science, human-robot interaction, and opinion dynamics. Anabel Quan-Haase is Professor of Sociology and Information and Media Studies at Western University and Director of the SocioDigital Media Lab, London, Canada. Her research interests include social media, social networks, life course, social capital, computational social science, and digital inequality/inclusion. Sunny Xun Liu is a research scientist at Stanford Social Media Lab, USA. Her research focuses on the social and psychological e- ects of social media and AI, social media and well-being, and how the design of social robots impacts psychological perceptions. Lars Lyberg was Head of the Research and Development Department at Statistics Sweden and professor at Stockholm University. He was an elected member of the International Statistical Institute. In 2018, he received the AAPOR Award for Exceptionally Distinguished Achievement.

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