Digitalization of the Financial System
| Project Start: | 01/2020 |
| Status: | Completed |
| Researchers: | Kevin Bauer, Oliver Hinz |
| Area: | Financial Intermediation, Experiment Center |
| Funded by: | SAFE |
Related Published Papers
| Author/s | Title | Year | Area | Keywords |
|---|---|---|---|---|
| Kevin Bauer, Oliver Hinz, Christof Weinhardt, Wil van der Aalst |
Expl(AI)n It to Me – Explainable AI and Information Systems Research
Business & Information Systems Engineering |
2021 | Financial Intermediation, Experiment Center | |
| Michele Costola, Oliver Hinz, Michael Nofer, Loriana Pelizzon |
Machine Learning Sentiment Analysis, COVID-19 News and Stock Market Reactions
Research in International Business and Finance |
2023 | Financial Intermediation, Experiment Center | COVID-19 news, Sentiment Analysis, Stock Markets |
| Kevin Bauer, Rebecca Heigl, Oliver Hinz, Michael Kosfeld |
Feedback Loops in Machine Learning: A Study on the Interplay of Continuous Updating and Human Discrimination
Journal of the Association for Information System |
2024 | Financial Intermediation, Experiment Center | Continuous Updating, Algorithmic Discrimination, Human Discrimination, Feedback Loops, Investment Game |
| Benjamin M. Abdel-Karim, Kevin Bauer, Rebecca Heigl, Oliver Hinz, Michael Kosfeld, Nicolas Winfried Pfeuffer |
The Terminator of Social Welfare? - The Economic Consequences of Algorithmic Discrimination
forthcoming in Journal of the Association of Information Systems |
2026 | Financial Intermediation, Experiment Center | Algorithmic Discrimination, Social Welfare, Economics, Game Theory, Feedback Loops, Artificial Intelligence, Machine Learning |
Related Working Papers
| No. | Author/s | Title | Year | Area | Keywords |
|---|---|---|---|---|---|
| 287 | Benjamin M. Abdel-Karim, Kevin Bauer, Oliver Hinz, Michael Kosfeld, Nicolas Winfried Pfeuffer | The Economic Consequences of Algorithmic Discrimination: Theory and Empirical Evidence | 2020 | Financial Intermediation, Experiment Center | Algorithmic Discrimination, Artificial Intelligence, Game Theory, Economics, Batch Learning |
| 288 | Michele Costola, Oliver Hinz, Michael Nofer, Loriana Pelizzon | Machine Learning Sentiment Analysis, COVID-19 News and Stock Market Reactions | 2020 | Financial Intermediation, Experiment Center | COVID-19 news, Sentiment Analysis, Stock Markets |
| 370 | Benjamin M. Abdel-Karim, Kevin Bauer, Oliver Hinz, Michael Nofer | The Effects of Discontinuing Machine Learning Decision Support | 2022 | Financial Intermediation, Experiment Center |
Related Policy Publications
| Author | Title | Published |
|---|---|---|
|
Kevin Bauer, Oliver Hinz, Patrick Weber |
KI in der Finanzbranche: Im Spannungsfeld zwischen technologischer Innovation und regulatorischer Anforderung White Paper No. 80 |
2021 |
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