Algorithms and autonomy : the ethics of automated decision systems

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Tác giả: Clinton Castro, Adam K Pham, Alan Rubel

Ngôn ngữ: eng

ISBN: 9781108795395 (paperback)

ISBN-13: 978-1108841818

ISBN: 9781108895057 (ebook)

Ký hiệu phân loại: 174.90063 Other professions and occupations

Thông tin xuất bản: Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2021

Mô tả vật lý: 1 online resource (x, 205 pages) : , digital, PDF file(s).

Bộ sưu tập: Tài liệu truy cập mở

ID: 159001

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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