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

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 Hedstrom 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. Voelkela and Jeremy Freesea 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 Genois 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 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 Seraphin Alava and Rasha Nagem Public Opinion Formation on the Far Right Michael Adelmund and Uwe Engel