Peter Kowalczyk, Data Scientist and Researcher

Publications

Publications

Selected publications (with verified links).

Explaining the Role and Impact of Gender within Online Political Discourse: Insights from Explainable Machine Learning

Social Politics: International Studies in Gender, State & Society • 2026

Authors: V Teschendorf, P Kowalczyk

Artificial Data in Information Systems

Dissertation, Julius-Maximilians Universität Würzburg • 2025

Authors: P Kowalczyk

Nudging Creativity in Digital Marketing with Generative Artificial Intelligence: Opportunities and Limitations

Proceedings of the 31st European Conference on Information Systems • 2023

Authors: P Kowalczyk, M Röder, F Thiesse

Designing a Method to Nudge Analytics with Artificially Generated Data

Proceedings of the 44th International Conference on Information Systems • 2023

Authors: P Kowalczyk, M Röder, J Rottmann, F Thiesse

Designing explainable predictive machine learning artifacts: Methodology and practical demonstration

arXiv preprint arXiv:2306.11771 • 2023

Authors: G Welsch, P Kowalczyk

Towards Auto-Generated Structured Literature Reviews

ICIS 2023 TREO Talk • 2023

Authors: P Kowalczyk, K Auffinger, M Hauser

Detecting and Understanding Textual Deepfakes in Online Reviews

Proceedings of the 55th Hawaii International Conference on System Sciences • 2022

Authors: P Kowalczyk, M Röder, A Dürr, F Thiesse

Towards a taxonomy for the use of synthetic data in advanced analytics

arXiv preprint arXiv:2212.02622 • 2022

Authors: P Kowalczyk, G Welsch, F Thiesse

Holistic dialogical corporate communications in the food retailing industry: The importance of conscious communication in social networks

Journal of Media Ethics 37 (1), 53–71 • 2022

Authors: S Veldung, P Kowalczyk, K Otto

TRACING DOWN THE VALUE OF CO-CREATION IN FEDERATED AI ECOSYSTEMS

Proceedings of the 30th European Conference on Information Systems • 2022

Authors: M Röder, P Kowalczyk, F Thiesse

Leveraging the Potentials of Federated AI Ecosystems

16th International Conference on Wirtschaftsinformatik • 2021

Authors: M Röder, P Kowalczyk, F Thiesse

Wirtschaftspolitische Paradigmen als Deutungsmuster im öffentlichen Diskurs über Arbeitsmarktpolitik

Hans-Böckler Stiftung • 2020

Authors: K Otto, VS Teschendorf, P Kowalczyk, V Möller, M Kruß