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Algorithms and Autonomy: The Ethics of Automated Decision Systems

Autor Alan Rubel, Clinton Castro, Adam Pham
en Limba Engleză Paperback – 19 mai 2021
Algorithms influence every facet of modern life: criminal justice, education, housing, entertainment, elections, social media, news feeds, work… the list goes on. Delegating important decisions to machines, however, gives rise to deep moral concerns about responsibility, transparency, freedom, fairness, and democracy. Algorithms and Autonomy connects these concerns to the core human value of autonomy in the contexts of algorithmic teacher evaluation, risk assessment in criminal sentencing, predictive policing, background checks, news feeds, ride-sharing platforms, social media, and election interference. Using these case studies, the authors provide a better understanding of machine fairness and algorithmic transparency. They explain why interventions in algorithmic systems are necessary to ensure that algorithms are not used to control citizens' participation in politics and undercut democracy. This title is also available as Open Access on Cambridge Core.
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Specificații

ISBN-13: 9781108795395
ISBN-10: 1108795390
Pagini: 250
Dimensiuni: 230 x 150 x 10 mm
Greutate: 0.3 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States

Cuprins

Part I. Some Cases, Some Ground Clearing: 1. Introduction; 2. Autonomy, Agency and Responsibility; Part II. Respecting Persons, What We Owe Them: 3. What Can Agents Reasonably Endorse?; 4. What We Informationally Owe Each Other; Part III. Ensuring the Conditions of Agency: 5. Freedom, Agency, and Information Technology; 6. Epistemic Paternalism and Social Media; Part IV. The Responsibilities of Agents: 7. Agency Laundering and Information Technologies; 8. Democratic Obligations and Technological Threats to Legitimacy; 9. Conclusions and Caveats.

Notă biografică


Descriere

This book examines how algorithms in criminal justice, education, housing, elections and beyond affect autonomy, freedom, and democracy. This title is also available as Open Access on Cambridge Core.