Unternehmensmodellierung zur Vermeidung von Diskriminierung beim Einsatz von Algorithmen
- Art der Arbeit:
- Bachelorarbeit Wirtschaftsinformatik
- Abgeschlossene Arbeit
It is now well known that (machine learning) algorithms have discrimination potential. As their inﬂuence continues to grow, companies are increasingly responsible for ensuring that their algorithms comply with legal requirements, such as those of the AGG. However, the complexity of algorithmic systems - especially machine learning - makes this difﬁcult. Suitable methods are needed that not only help developers to prevent discrimination in algorithms. Enterprise modeling will be examined in this thesis for its potential to support these problems. To do this, the terms algorithm, machine learning algorithm, and discrimination must be subjected to analysis. The ﬁndings from the analysis will be captured in a modeling method, which ﬁnally includes a procedure model for the development of „fair“ algorithms.