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Model-based discrimination analysis

A position paper
: Ramadan, Q.; Ahmadian, A.S.; Strüber, D.; Jürjens, J.; Staab, S.


Association for Computing Machinery -ACM-; Institute of Electrical and Electronics Engineers -IEEE-:
ACM/IEEE International Workshop on Software Fairness, FairWare 2018. Proceedings : 29 May 2018, Gothenburg, Sweden
Piscataway, NJ: IEEE, 2018
ISBN: 978-1-4503-5746-3
ISBN: 978-1-5386-6257-1
International Workshop on Software Fairness (FairWare) <2018, Gothenburg>
International Conference on Software Engineering (ICSE) <40, 2018, Gothenburg>
Fraunhofer ISST ()

Decision-making software may exhibit biases due to hidden dependencies between protected characteristics and the data used as input for making decisions. To uncover such dependencies, we propose the development of a framework to support discrimination analysis during the system design phase, based on system models and available data.