Model and data management 1, 2019

Data quality and artificial intelligence - mitigating bias and error to protect fundamental rights

European Union


European Union Agency for Fundamental Rights (FRA)


bias, fundamental rights,


"This paper sets out to contribute to the many ongoing policy discussions around AI and big data by highlighting one aspect that needs attention from a fundamental rights perspective; namely the awareness and avoidance of poor data quality. It does not aim at explaining how to use high quality data, but how to become aware of and avoid using low quality data."

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