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Practical Fairness: Achieving Fair and Secure Data Models

Book by Aileen Nielsen · 3 quotes · Decision, Fair, Authority

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All Decision Fair Authority Autonomy Fairness Political 1970s Activist Algorithmic Allocation Appeal Baseline Challenge Cheating Confidence Decide Demand Due Process Empathy Equality

Practical Fairness: Achieving Fair and Secure Data Models Quotes

“Is it fairer for everyone to have the same opportunities or to have the same outcomes? Equality of opportunity or equality of outcome? Is it fairer for decisions to be uniform or to embody an element of human empathy? Impartial justice or individual allowances? Is it fairer to let people know how decisions are made or to have an opaque system to prevent cheating? Transparency or security?”

Opportunity Justice Decision Empathy Equality Cheating Transparency Outcome Fair Opaque

Book:Practical Fairness: Achieving Fair and Secure Data Models

Source: Practical Fairness: Achieving Fair and Secure Data Models

“In this group of issues related to fair play, we consider whether we are putting data subjects in a position that undermines their autonomy or authority about how their personal information is used.”

Authority Autonomy Fair Fair Play Personal Information

Book:Practical Fairness: Achieving Fair and Secure Data Models

Source: Practical Fairness: Achieving Fair and Secure Data Models

“Activists successfully challenged inequitable access to public assistance by appealing decisions and demanding access to administrative law procedures known as fair hearings.”

Decision Demand Activist Challenge Fair Appeal

Book:Practical Fairness: Achieving Fair and Secure Data Models

Source: Practical Fairness: Achieving Fair and Secure Data Models