Beyond Q&A: Entwicklung eines agentenbasierten Retrieval-Augmented-Generation-Systems bei der imos AG
R. Bourdick, F. Bäumer, in: 2025.

Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten
F. Bäumer, H. Brandt-Pook, C. Huppert, Y. Sir, A. Stahlkopf, F. Sang, N. Ullrich, 2 (2025).

Multimodal Analysis of Modern Phishing Attacks: Towards an Evolving Dataset of Real-World Data
S. Schultenkämper, F. Bäumer, in: The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI, 2025.

Enhancing Social Media Summarization with Instruction Tuned Large Language Models and Adaptive Summary Ranking
S. Schultenkämper, V. Vovchenko, F. Bäumer, in: The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI, 2025.

Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets
S. Schultenkämper, F.S. Bäumer, in: Springer  (Ed.), Communications in Computer and Information Science, Cham, 2024.

Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen
F.S. Bäumer, H. Brandt-Pook, A. Matutat, F. Maoro, D. Pelkmann, S. Schultenkämper, in: M. Klein, D. Krupka, C. Winter, M. Gergeleit, L. Martin, Gesellschaft für Informatik e.V. (GI) (Eds.), INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt, Köllen Druck+Verlag GmbH, Bonn, 2024.

Mirroring Privacy Risks with Digital Twins: When Pieces of Personal Data Suddenly Fit Together
F.S. Bäumer, S. Schultenkämper, M. Geierhos, Y.S. Lee, SN Computer Science 5 (2024).

Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction
S. Schultenkämper, F.S. Bäumer, International Journal On Advances in Security 17 (2024) 1–10.

Synergien zwischen KI und menschlicher Expertise: Online-Sichtbarkeitsoptimierung durch Text-Transformation
B. Sirvend, A. Stahlkopf, F. Bäumer, in: M. Klein, D. Krupka, C. Winter, V. Wohlgemuth (Eds.), INFORMATIK 2023, Köllen Druck+Verlag GmbH, Berlin, 2023.

Protecting Your Online Privacy: Insights on Digital Twins and Threat Detection
S. Schultenkämper, F. Bäumer, in: IARIA (Ed.), The Fifteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2023). Special Track DaMIA: Data Mining in Industrial Applications of Digital Twins., IARIA, 2023, pp. 2–5.

Looking for a Needle in a Haystack: How Can Vision-Language Understanding Help to Identify Privacy-Threatening Images on the Web
S. Schultenkämper, F. Bäumer, in: IARIA (Ed.), ICIW 2023f: The Eighteenth International Conference on Internet and Web Applications and Services, 2023, pp. 2–6.

From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking
S. Schultenkämper, F. Bäumer, B. Bellgrau, Y.S. Lee, M. Geierhos, in: 27th International Conference on Enterprise Design, Operations Computing (EDOC 2023): First Workshop on the Modelling and Implementation of Digital Twins for Complex Systems), 2023.

Privacy Risks in German Patient Forums: A NER-based Approach to Enrich Digital Twins
S. Schultenkämper, F. Bäumer, in: Information and Software Technologies. 29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12–14, 2023, Proceedings, Springer International Publishing, Cham, 2023.

From Unstructured Data to Digital Twins: From Tweets to Structured Knowledge
S. Schultenkämper, F. Bäumer, M. Geierhos, Y.S. Lee, in: Proceedings of the Thirteenth International Conference on Social Media Technologies, Communication, and Informatics (SOTICS 2023), 2023.

Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs
F. Bäumer, H. Brandt-Pook, F. Maoro, S. Schultenkämper, B. Stecker, in: M. Klein, D. Krupka, C. Winter, V. Wohlgemuth, Gesellschaft für Informatik e.V. (GI) (Eds.), INFORMATIK 2023, Köllen Druck+Verlag GmbH, Berlin, 2023.

Dialogue-Based Requirement Compensation and Style-Adjusted Data-To-Text Generation
F. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, H. Wachsmuth, in: On-The-Fly Computing - Individualized IT-Services in Dynamic Markets, 2023.

Tackling the "We have no Data" Challenge: Domain-Specific Machine Translation in SMEs.
F. Bäumer, S. Denisov, B. Sirvend, J. Weber, in: Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications., 2022.

Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F. Bäumer, O. Müller, in: Proceedings of the 55th Hawaii International Conference on System Sciences, Hawaii International Conference on System Sciences, 2022.

Track Me If You Can: Insights into Profile Interlinking on Social Networks
S. Denisov, F. Bäumer, M. Geierhos, in: Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications., 2022.

Concept of an Inference Procedure for Fault Detection in Production Planning
J. Spoor, J. Weber, S. Hagemann, F. Bäumer, in: Proceedings of the Fourteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2022): Special Track AI-DRSWA: Maturing Artificial Intelligence - Data Science for Real-World Applications., 2022.