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Published in:
2021 | OriginalPaper | Chapter
How Fair Is IS Research?
Authors : Mateusz Dolata, Gerhard Schwabe
Published in: Engineering the Transformation of the Enterprise
Publisher: Springer International Publishing
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While both information systems and machine learning are not neutral, the identification of discrimination is more difficult if a system learns from data and discrimination can be introduced at several stages. Therefore, this article investigates if IS Research has taken up with this topic. A literature analysis is conducted and its discussion shows that technology, organization, and human aspects have to be considered, making it a topic not only for data scientist or computer scientist, but for information systems researchers as well.