Spotting (and Missing) Algorithmic Bias: Investigating User Understanding in a Fairness Assessment Tool
FairAware, a fairness assessment tool co-designed with Human Resources domain experts, is presented, suggesting that fairness assessment tools for non-experts are usable for identifying biases but need built-in checks on understanding before stakeholders make higher-stakes decisions.
Anna Verheyden, Yi-Zhe Zhang, Robin De Croon et al.
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