Modeling Epistemological Principles for Bias Mitigation in AI Systems: An Illustration in Hiring Decisions

Marisa Vasconcelos, Carlos Cardonha, Bernardo Gonçalves

Artificial Intelligence (AI) has been used extensively in automatic decision making in a broad variety of scenarios, ranging from credit ratings for loans to recommendations of mov…