16 Publikationen
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
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.
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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.
2024 | Artikel | FH-PUB-ID: 4454 | 
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.
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S. Schultenkämper, F.S. Bäumer, International Journal On Advances in Security 17 (2024) 1–10.
2024 | Konferenzbeitrag | FH-PUB-ID: 4453
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.
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S. Schultenkämper, F.S. Bäumer, in: Springer (Ed.), Communications in Computer and Information Science, Cham, 2024.
2023 | Konferenzbeitrag | FH-PUB-ID: 3297 |
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.
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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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3296 |
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 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, 2023, pp. 2–6.
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S. Schultenkämper, F. Bäumer, in: IARIA (Ed.), ICIW 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, 2023, pp. 2–6.
2023 | Konferenzbeitrag | FH-PUB-ID: 3612
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.
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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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3606
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.
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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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3614 |
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.
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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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3631 |
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.
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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.
2022 | Konferenzbeitrag | FH-PUB-ID: 2715 |
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.
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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.
2022 | Konferenzbeitrag | FH-PUB-ID: 2716 |
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.
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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.
2022 | Buchbeitrag | FH-PUB-ID: 2687
The Only Link You’ll Ever Need: How Social Media Reference Landing Pages Speed Up Profile Matching
S. Schultenkämper, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 136–147.
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S. Schultenkämper, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 136–147.
2021 | Konferenzbeitrag | FH-PUB-ID: 1753
IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING
F. Bäumer, J. Kersting, S. Denisov, M. Geierhos, in: Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , IADIS , 2021, pp. 221–225.
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F. Bäumer, J. Kersting, S. Denisov, M. Geierhos, in: Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , IADIS , 2021, pp. 221–225.
2021 | Konferenzbeitrag | FH-PUB-ID: 1791
How to Improve E-commerce Search Engines? Evaluating Transformer-Based Named Entity Recognition on German Product Datasets
S. Denisov, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, Springer International Publishing, Cham, 2021, pp. 353–366.
HSBI-PUB
| DOI
S. Denisov, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, Springer International Publishing, Cham, 2021, pp. 353–366.
2021 | Konferenzbeitrag | FH-PUB-ID: 1790 |
EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN
S. Denisov, F. Bäumer, in: WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
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S. Denisov, F. Bäumer, in: WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
2021 | Konferenzbeitrag | FH-PUB-ID: 2717 |
Towards Authority-Dependent Risk Identification and Analysis in Online Networks.
F. Bäumer, S. Denisov, M. Geierhos, Y. Su Lee, in: Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021.
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F. Bäumer, S. Denisov, M. Geierhos, Y. Su Lee, in: Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021.
16 Publikationen
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
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.
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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.
2024 | Artikel | FH-PUB-ID: 4454 |
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.
HSBI-PUB
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S. Schultenkämper, F.S. Bäumer, International Journal On Advances in Security 17 (2024) 1–10.
2024 | Konferenzbeitrag | FH-PUB-ID: 4453
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.
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S. Schultenkämper, F.S. Bäumer, in: Springer (Ed.), Communications in Computer and Information Science, Cham, 2024.
2023 | Konferenzbeitrag | FH-PUB-ID: 3297 |
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.
HSBI-PUB
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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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3296 |
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 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, 2023, pp. 2–6.
HSBI-PUB
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S. Schultenkämper, F. Bäumer, in: IARIA (Ed.), ICIW 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, 2023, pp. 2–6.
2023 | Konferenzbeitrag | FH-PUB-ID: 3612
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.
HSBI-PUB
| DOI
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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3606
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.
HSBI-PUB
| DOI
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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3614 |
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.
HSBI-PUB
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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.
2023 | Konferenzbeitrag | FH-PUB-ID: 3631 |
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.
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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.
2022 | Konferenzbeitrag | FH-PUB-ID: 2715 |
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.
HSBI-PUB
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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.
2022 | Konferenzbeitrag | FH-PUB-ID: 2716 |
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.
HSBI-PUB
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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.
2022 | Buchbeitrag | FH-PUB-ID: 2687
The Only Link You’ll Ever Need: How Social Media Reference Landing Pages Speed Up Profile Matching
S. Schultenkämper, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 136–147.
HSBI-PUB
| DOI
S. Schultenkämper, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 136–147.
2021 | Konferenzbeitrag | FH-PUB-ID: 1753
IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING
F. Bäumer, J. Kersting, S. Denisov, M. Geierhos, in: Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , IADIS , 2021, pp. 221–225.
HSBI-PUB
F. Bäumer, J. Kersting, S. Denisov, M. Geierhos, in: Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , IADIS , 2021, pp. 221–225.
2021 | Konferenzbeitrag | FH-PUB-ID: 1791
How to Improve E-commerce Search Engines? Evaluating Transformer-Based Named Entity Recognition on German Product Datasets
S. Denisov, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, Springer International Publishing, Cham, 2021, pp. 353–366.
HSBI-PUB
| DOI
S. Denisov, F. Bäumer, in: A. Lopata, D. Gudonienė, R. Butkienė (Eds.), Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, Springer International Publishing, Cham, 2021, pp. 353–366.
2021 | Konferenzbeitrag | FH-PUB-ID: 1790 |
EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN
S. Denisov, F. Bäumer, in: WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
HSBI-PUB
| Download (ext.)
S. Denisov, F. Bäumer, in: WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
2021 | Konferenzbeitrag | FH-PUB-ID: 2717 |
Towards Authority-Dependent Risk Identification and Analysis in Online Networks.
F. Bäumer, S. Denisov, M. Geierhos, Y. Su Lee, in: Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021.
HSBI-PUB
| Dateien verfügbar
| DOI
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F. Bäumer, S. Denisov, M. Geierhos, Y. Su Lee, in: Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021.