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  1. The Trouble with Algorithmic Decisions: An Analytic Road Map to Examine Efficiency and Fairness in Automated and Opaque Decision Making.Tal Zarsky - 2016 - Science, Technology, and Human Values 41 (1):118-132.
    We are currently witnessing a sharp rise in the use of algorithmic decision-making tools. In these instances, a new wave of policy concerns is set forth. This article strives to map out these issues, separating the wheat from the chaff. It aims to provide policy makers and scholars with a comprehensive framework for approaching these thorny issues in their various capacities. To achieve this objective, this article focuses its attention on a general analytical framework, which will be applied to a (...)
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  • (1 other version)Anarchy, State, and Utopia.Robert Nozick - 1974 - Philosophy 52 (199):102-105.
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  • (2 other versions)A Theory of Justice.John Rawls - unknown
    Since it appeared in 1971, John Rawls's A Theory of Justice has become a classic. The author has now revised the original edition to clear up a number of difficulties he and others have found in the original book. Rawls aims to express an essential part of the common core of the democratic tradition--justice as fairness--and to provide an alternative to utilitarianism, which had dominated the Anglo-Saxon tradition of political thought since the nineteenth century. Rawls substitutes the ideal of the (...)
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  • A Theory of Justice: Original Edition.John Rawls - 2005 - Belknap Press.
    Though the revised edition of A Theory of Justice, published in 1999, is the definitive statement of Rawls's view, so much of the extensive literature on Rawls's theory refers to the first edition. This reissue makes the first edition once again available for scholars and serious students of Rawls's work.
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  • (1 other version)Judgment under Uncertainty: Heuristics and Biases.Amos Tversky & Daniel Kahneman - 1974 - Science 185 (4157):1124-1131.
    This article described three heuristics that are employed in making judgements under uncertainty: representativeness, which is usually employed when people are asked to judge the probability that an object or event A belongs to class or process B; availability of instances or scenarios, which is often employed when people are asked to assess the frequency of a class or the plausibility of a particular development; and adjustment from an anchor, which is usually employed in numerical prediction when a relevant value (...)
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  • Unblinking eyes: the ethics of automating surveillance.Kevin Macnish - 2012 - Ethics and Information Technology 14 (2):151-167.
    In this paper I critique the ethical implications of automating CCTV surveillance. I consider three modes of CCTV with respect to automation: manual, fully automated, and partially automated. In each of these I examine concerns posed by processing capacity, prejudice towards and profiling of surveilled subjects, and false positives and false negatives. While it might seem as if fully automated surveillance is an improvement over the manual alternative in these areas, I demonstrate that this is not necessarily the case. In (...)
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  • Anarchy, State, and Utopia.Robert Nozick - 1974 - New York: Basic Books.
    Winner of the 1975 National Book Award, this brilliant and widely acclaimed book is a powerful philosophical challenge to the most widely held political and social positions of our age--liberal, socialist, and conservative.
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  • How the machine ‘thinks’: Understanding opacity in machine learning algorithms.Jenna Burrell - 2016 - Big Data and Society 3 (1):205395171562251.
    This article considers the issue of opacity as a problem for socially consequential mechanisms of classification and ranking, such as spam filters, credit card fraud detection, search engines, news trends, market segmentation and advertising, insurance or loan qualification, and credit scoring. These mechanisms of classification all frequently rely on computational algorithms, and in many cases on machine learning algorithms to do this work. In this article, I draw a distinction between three forms of opacity: opacity as intentional corporate or state (...)
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  • Ronald Dworkin, Sovereign Virtue: The Theory and Practice of Equality. [REVIEW]Richard J. Arneson - 2002 - Ethics 112 (2):367-371.
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  • Three naive Bayes approaches for discrimination-free classification.Toon Calders & Sicco Verwer - 2010 - Data Mining and Knowledge Discovery 21 (2):277-292.
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  • Sovereign Virtue: The Theory and Practice of Equality.R. M. Dworkin - 2002 - Philosophical Quarterly 52 (208):377-389.
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  • (1 other version)[Book review] theories of distributive justice. [REVIEW]John E. Roemer - 2000 - Social Theory and Practice 26 (2):327-345.
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  • Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism.George A. Akerlof & Robert J. Shiller - 2009 - Princeton University Press.
    "This book is a sorely needed corrective. Animal Spirits is an important--maybe even a decisive--contribution at a difficult juncture in macroeconomic theory.
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  • Algorithmic Accountability: Journalistic investigation of computational power structures.Nicholas Diakopoulos - 2015 - Digital Journalism 3 (3):398-415.
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