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Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking
[article]
2022
pre-print
Rankings have become the primary interface in two-sided online markets. Many have noted that the rankings not only affect the satisfaction of the users (e.g., customers, listeners, employers, travelers), but that the position in the ranking allocates exposure -- and thus economic opportunity -- to the ranked items (e.g., articles, products, songs, job seekers, restaurants, hotels). This has raised questions of fairness to the items, and most existing works have addressed fairness by explicitly
doi:10.1145/3534678.3539353
arXiv:2206.07247v1
fatcat:cbqxer3glfhtbkr3322qwvskxi