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ARQAI Risk Quotient
society 29.4 Low risk

The AR Fairness Metamodel: A Structured Framework for Fairness Measures

This paper proposes a structured metamodel for organizing and comparing fairness measures in algorithmic systems, aiming to improve clarity and consistency in fairness research.

This paper proposes a structured metamodel for organizing and comparing fairness measures in algorithmic systems, aiming to improve clarity and consistency in fairness research.

Auto-scored: A conceptual framework for fairness measures offers only indirect, reassurance-level benefit without direct deployment or enforcement.