Fairness is increasingly recognized as an important property of information access systems. Pairwise fairness is a measure of equity in ranking whose normative grounding has not been clearly studied nor discussed in the literature. In this work, we target this gap by providing a clear interpretation for this family of measures, by demonstrating and remedying its key limitations, and by analysing its relationship to other measures of fair ranking.
Dissatisfaction Induced by Pairwise Swaps / Fabris, A.; Silvello, G.; Susto, G. A.; Biega, A. J.. - 3448:(2023), pp. 66-71. ( 13th Italian Information Retrieval Workshop, IIR 2023 Pisa, Italy June 8-9, 2023).
Dissatisfaction Induced by Pairwise Swaps
Fabris A.Primo
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2023-01-01
Abstract
Fairness is increasingly recognized as an important property of information access systems. Pairwise fairness is a measure of equity in ranking whose normative grounding has not been clearly studied nor discussed in the literature. In this work, we target this gap by providing a clear interpretation for this family of measures, by demonstrating and remedying its key limitations, and by analysing its relationship to other measures of fair ranking.| File | Dimensione | Formato | |
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