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Data mining for discrimination discovery
2010
ACM Transactions on Knowledge Discovery from Data
In the context of civil rights law, discrimination refers to unfair or unequal treatment of people based on membership to a category or a minority, without regard to individual merit. Discrimination in credit, mortgage, insurance, labor market, and education has been investigated by researchers in economics and human sciences. With the advent of automatic decision support systems, such as credit scoring systems, the ease of data collection opens several challenges to data analysts for the fight
doi:10.1145/1754428.1754432
fatcat:x5bsqkp6tnfqpphdytrwlz72ue