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Contribution Details

Type Book Chapter
Scope Discipline-based scholarship
Title How Fair Is IS Research?
Organization Unit
Authors
  • Mateusz Dolata
  • Gerhard Schwabe
Editors
  • Stephan Aier
  • Peter Rohner
  • Joachim Schelp
Item Subtype Original Work
Refereed Yes
Status Published in final form
Language
  • English
Booktitle Engineering the Transformation of the Enterprise
ISBN 978-3-030-84654-1
Number 62
Place of Publication Cham
Publisher Springer
Page Range 37 - 49
Date 2021
Abstract Text 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.
Official URL https://link.springer.com/chapter/10.1007/978-3-030-84655-8_3
Digital Object Identifier 10.1007/978-3-030-84655-8_3
Other Identification Number merlin-id:21484
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