When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes
When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes
Algorithmic profiling is increasingly used in the public sector with the hope of allocating limited public resources more effectively and objectively. One example is the prediction-based profiling of job seekers to guide the allocation of support measures by public employment services. However, empirical evaluations of potential side-effects such as unintended …