@inproceedings{6182,
  author       = {Bäumer, Frederik and Brandt-Pook, Hans and Huppert, Christian and Šir, Yves and Stahlkopf, Alexander and Sang, Florian and Ullrich, Nadja},
  issn         = {2943-3509},
  location     = {Bielefeld},
  number       = {2025},
  title        = {{Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten}},
  doi          = {10.60802/sidas.2025.2},
  volume       = {2},
  year         = {2025},
}

@inproceedings{6084,
  author       = {Bourdick, Raphael and Bäumer, Frederik},
  booktitle    = {Jahrestagung der Gesellschaft für Informatik},
  location     = {Potsdam},
  title        = {{Beyond Q&A: Entwicklung eines agentenbasierten Retrieval-Augmented-Generation-Systems bei der imos AG}},
  year         = {2025},
}

@inproceedings{5406,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik},
  booktitle    = {The 13th IEEE International Workshop on Semantic Computing for Social Networking: from user information to social knowledge and ethical AI},
  location     = {Laguna Hills, CA},
  title        = {{Multimodal Analysis of Modern Phishing Attacks: Towards an Evolving Dataset of Real-World Data}},
  doi          = {10.1109/ICSC64641.2025.00046},
  year         = {2025},
}

@inproceedings{5407,
  author       = {Schultenkämper, Sergej and Vovchenko, Viktoriia and Bäumer, Frederik},
  booktitle    = {The 13th IEEE International Workshop on Semantic Computing for Social Networking: from user information to social knowledge and ethical AI},
  location     = {Laguna Hills, CA},
  title        = {{Enhancing Social Media Summarization with Instruction Tuned Large Language Models and Adaptive Summary Ranking}},
  doi          = {10.1109/ICSC64641.2025.00045},
  year         = {2025},
}

@article{5148,
  author       = {Bäumer, Frederik Simon and Schultenkämper, Sergej and Geierhos, Michaela and Lee, Yeong Su},
  issn         = {2661-8907},
  journal      = {SN Computer Science},
  number       = {8},
  publisher    = {Springer Science and Business Media LLC},
  title        = {{Mirroring Privacy Risks with Digital Twins: When Pieces of Personal Data Suddenly Fit Together}},
  doi          = {10.1007/s42979-024-03413-z},
  volume       = {5},
  year         = {2024},
}

@inproceedings{5049,
  author       = {Bäumer, Frederik S. and Brandt-Pook, Hans and Matutat, André and Maoro, Falk and Pelkmann, David and Schultenkämper, Sergej},
  booktitle    = {INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt},
  editor       = {Klein, Maike and Krupka, Daniel and Winter, Cornelia and Gergeleit, Martin and Martin, Ludger},
  location     = {Wiesbaden},
  publisher    = {Köllen Druck+Verlag GmbH},
  title        = {{Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen}},
  volume       = {352},
  year         = {2024},
}

@inproceedings{4453,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik S.},
  booktitle    = {Communications in Computer and Information Science},
  location     = {Maastricht, Niederlande},
  title        = {{Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets}},
  year         = {2024},
}

@article{4454,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik S.},
  issn         = {1942-2636},
  journal      = {International Journal On Advances in Security},
  number       = {1+2},
  pages        = {1--10},
  publisher    = {IARIA XPS Press},
  title        = {{Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction}},
  volume       = {17},
  year         = {2024},
}

@inproceedings{3606,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik},
  booktitle    = {Information and Software Technologies. 29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12–14, 2023, Proceedings},
  location     = {Kaunas, Lithuania},
  publisher    = {Springer International Publishing},
  title        = {{Privacy Risks in German Patient Forums: A NER-based Approach to Enrich Digital Twins}},
  doi          = {10.1007/978-3-031-48981-5_9},
  year         = {2023},
}

@inproceedings{3612,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik and Bellgrau, Benjamin and Lee, Yeong Su and Geierhos, Michaela},
  booktitle    = {27th International Conference on Enterprise Design, Operations Computing (EDOC 2023): First Workshop on the Modelling and Implementation of Digital Twins for Complex Systems)},
  location     = {Groningen, Niederlande},
  title        = {{From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking}},
  doi          = {10.1007/978-3-031-54712-6_10},
  year         = {2023},
}

@inproceedings{3614,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik and Geierhos, Michaela and Lee, Yeong Su},
  booktitle    = {Proceedings of the Thirteenth International Conference on Social Media Technologies, Communication, and Informatics (SOTICS 2023)},
  isbn         = {978-1-68558-103-9},
  issn         = {2326-9294},
  location     = {Valencia, Spanien},
  title        = {{From Unstructured Data to Digital Twins: From Tweets to Structured Knowledge}},
  year         = {2023},
}

@inproceedings{3629,
  author       = {Sirvend, Bastian and Stahlkopf, Alexander and Bäumer, Frederik},
  booktitle    = {INFORMATIK 2023},
  editor       = {Klein, Maike and Krupka, Daniel and Winter, Cornelia and Wohlgemuth, Volker},
  isbn         = {978-3-88579-731-9},
  issn         = {1617-5468},
  location     = {Berlin},
  publisher    = {Köllen Druck+Verlag GmbH},
  title        = {{Synergien zwischen KI und menschlicher Expertise: Online-Sichtbarkeitsoptimierung durch Text-Transformation}},
  doi          = {10.57720/3629},
  volume       = {337},
  year         = {2023},
}

@inproceedings{3631,
  author       = {Bäumer, Frederik and Brandt-Pook, Hans and Maoro, Falk and Schultenkämper, Sergej and Stecker, Benjamin},
  booktitle    = {INFORMATIK 2023},
  editor       = {Klein, Maike and Krupka, Daniel and Winter, Cornelia and Wohlgemuth, Volker},
  isbn         = {978-3-88579-731-9},
  issn         = {1617-5468},
  location     = {Berlin},
  publisher    = {Köllen Druck+Verlag GmbH},
  title        = {{Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs}},
  doi          = {10.57720/3631},
  volume       = {337},
  year         = {2023},
}

@inproceedings{3296,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik},
  booktitle    = {ICIW 2023 : The Eighteenth International Conference on Internet and Web Applications and Services},
  isbn         = {2308-3972},
  issn         = {2308-3972},
  location     = {Nizza},
  pages        = {2--6},
  title        = {{Looking for a Needle in a Haystack: How Can Vision-Language Understanding Help to Identify Privacy-Threatening Images on the Web}},
  year         = {2023},
}

@inproceedings{3297,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik},
  booktitle    = {The Fifteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2023). Special Track DaMIA: Data Mining in Industrial Applications of Digital Twins.},
  issn         = {2308-3557},
  pages        = {2--5},
  title        = {{Protecting Your Online Privacy: Insights on Digital Twins and Threat Detection}},
  year         = {2023},
}

@inbook{3247,
  author       = {Bäumer, Frederik and Chen, Wei-Fan and Geierhos, Michaela and Kersting, Joschka and Wachsmuth, Henning},
  booktitle    = {On-The-Fly Computing - Individualized IT-services in dynamic markets},
  title        = {{Dialogue-Based Requirement Compensation and Style-Adjusted Data-To-Text Generation}},
  doi          = {10.5281/zenodo.8068456},
  year         = {2023},
}

@inproceedings{2726,
  author       = {Kersting, Joschka and Bäumer, Frederik},
  booktitle    = {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},
  title        = {{Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis}},
  year         = {2022},
}

@inbook{2687,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik},
  booktitle    = {Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings},
  editor       = {Lopata, Audrius and Gudonienė, Daina and Butkienė, Rita},
  isbn         = {978-3-031-16301-2},
  issn         = {1865-0937},
  pages        = {136--147},
  publisher    = {Springer International Publishing},
  title        = {{The Only Link You’ll Ever Need: How Social Media Reference Landing Pages Speed Up Profile Matching}},
  doi          = {10.1007/978-3-031-16302-9_10},
  year         = {2022},
}

@inproceedings{2688,
  author       = {Caron, Matthew and Bäumer, Frederik and Müller, Oliver},
  booktitle    = {Proceedings of the 55th Hawaii International Conference on System Sciences},
  isbn         = {978-0-9981331-5-7},
  location     = {Maui, Hawaii},
  publisher    = {Hawaii International Conference on System Sciences},
  title        = {{Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models}},
  doi          = {10.24251/HICSS.2022.098},
  year         = {2022},
}

@inproceedings{2714,
  author       = {Spoor, Jan and Weber, Jens and Hagemann, Simon and Bäumer, Frederik},
  booktitle    = {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.},
  title        = {{Concept of an Inference Procedure for Fault Detection in Production Planning}},
  year         = {2022},
}