Abstract | ||
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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.
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Year | DOI | Venue |
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2018 | 10.1145/3194770.3194775 | FairWare@ICSE |
Keywords | DocType | ISBN |
Software Fairness, UML, Model-based Analysis | Conference | 978-1-4503-5746-3 |
Citations | PageRank | References |
0 | 0.34 | 10 |
Authors | ||
5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Qusai Ramadan | 1 | 11 | 1.84 |
Amir Shayan Ahmadian | 2 | 18 | 2.68 |
Daniel Strüber | 3 | 116 | 21.50 |
Jan Jurjens | 4 | 169 | 16.07 |
Steffen Staab | 5 | 6658 | 593.89 |