20 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 5406
Schultenkämper, Sergej, and Frederik Bäumer. “Multimodal Analysis of Modern Phishing Attacks: Towards an Evolving Dataset of Real-World Data.” The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 5407
Schultenkämper, Sergej, et al. “Enhancing Social Media Summarization with Instruction Tuned Large Language Models and Adaptive Summary Ranking.” The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI.
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2024 | Konferenzbeitrag | FH-PUB-ID: 4453
Schultenkämper, Sergej, and Frederik S. Bäumer. “Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets.” Communications in Computer and Information Science, edited by Springer , 2024.
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2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
Bäumer, Frederik S., et al. “Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen.” INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt, edited by Maike Klein et al., vol. 352, Köllen Druck+Verlag GmbH, 2024.
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2024 | Artikel | FH-PUB-ID: 5148
Bäumer, Frederik Simon, et al. “Mirroring Privacy Risks with Digital Twins: When Pieces of Personal Data Suddenly Fit Together.” SN Computer Science, vol. 5, no. 8, 1109, Springer Science and Business Media LLC, 2024, doi:10.1007/s42979-024-03413-z.
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2024 | Konferenzbeitrag | FH-PUB-ID: 5149
Damm, Hendrik, et al. “WisPerMed at ‘Discharge Me!’: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV.” Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, edited by Dina Demner-Fushman et al., Association for Computational Linguistics, 2024, pp. 105–21, doi:10.18653/v1/2024.bionlp-1.9.
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2024 | Artikel | FH-PUB-ID: 4454 | 
Schultenkämper, Sergej, and Frederik S. Bäumer. “Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction.” International Journal On Advances in Security, vol. 17, no. 1+2, IARIA XPS Press, 2024, pp. 1–10.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3297 |
Schultenkämper, Sergej, and Frederik Bäumer. “Protecting Your Online Privacy: Insights on Digital Twins and Threat Detection.” The Fifteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2023). Special Track DaMIA: Data Mining in Industrial Applications of Digital Twins., edited by IARIA, 2023, pp. 2–5.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3296 |
Schultenkämper, Sergej, and Frederik Bäumer. “Looking for a Needle in a Haystack: How Can Vision-Language Understanding Help to Identify Privacy-Threatening Images on the Web.” ICIW 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, edited by IARIA, 2023, pp. 2–6.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3612
Schultenkämper, Sergej, et al. “From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking.” 27th International Conference on Enterprise Design, Operations Computing (EDOC 2023): First Workshop on the Modelling and Implementation of Digital Twins for Complex Systems), 2023, doi:10.1007/978-3-031-54712-6_10.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3606
Schultenkämper, Sergej, and Frederik Bäumer. “Privacy Risks in German Patient Forums: A NER-Based Approach to Enrich Digital Twins.” Information and Software Technologies. 29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12–14, 2023, Proceedings, Springer International Publishing, 2023, doi:10.1007/978-3-031-48981-5_9.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3614 |
Schultenkämper, Sergej, et al. “From Unstructured Data to Digital Twins: From Tweets to Structured Knowledge.” Proceedings of the Thirteenth International Conference on Social Media Technologies, Communication, and Informatics (SOTICS 2023), 2023.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3631 |
Bäumer, Frederik, et al. “Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs.” INFORMATIK 2023, edited by Maike Klein et al., vol. 337, Köllen Druck+Verlag GmbH, 2023, doi:10.57720/3631.
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2022 | Konferenzbeitrag | FH-PUB-ID: 2715 |
Bäumer, Frederik, et al. “Tackling the ‘We Have No Data’ Challenge: Domain-Specific Machine Translation in SMEs.” 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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2022 | Konferenzbeitrag | FH-PUB-ID: 2716 |
Denisov, Sergej, et al. “Track Me If You Can: Insights into Profile Interlinking on Social Networks.” 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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2022 | Buchbeitrag | FH-PUB-ID: 2687
Schultenkämper, Sergej, and Frederik Bäumer. “The Only Link You’ll Ever Need: How Social Media Reference Landing Pages Speed Up Profile Matching.” Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, edited by Audrius Lopata et al., Springer International Publishing, 2022, pp. 136–47, doi:10.1007/978-3-031-16302-9_10.
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2021 | Konferenzbeitrag | FH-PUB-ID: 1753
Bäumer, Frederik, et al. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , IADIS , 2021, pp. 221–25.
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2021 | Konferenzbeitrag | FH-PUB-ID: 1791
Denisov, Sergej, and Frederik Bäumer. “How to Improve E-Commerce Search Engines? Evaluating Transformer-Based Named Entity Recognition on German Product Datasets.” Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, edited by Audrius Lopata et al., Springer International Publishing, 2021, pp. 353–66, doi:10.1007/978-3-030-88304-1_28.
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| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 1790 |
Denisov, Sergej, and Frederik Bäumer. “EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN.” WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
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2021 | Konferenzbeitrag | FH-PUB-ID: 2717 |
Bäumer, Frederik, et al. “Towards Authority-Dependent Risk Identification and Analysis in Online Networks.” Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021, doi:10.14339/STO-MP-IST-190.
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20 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 5406
Schultenkämper, Sergej, and Frederik Bäumer. “Multimodal Analysis of Modern Phishing Attacks: Towards an Evolving Dataset of Real-World Data.” The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 5407
Schultenkämper, Sergej, et al. “Enhancing Social Media Summarization with Instruction Tuned Large Language Models and Adaptive Summary Ranking.” The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 4453
Schultenkämper, Sergej, and Frederik S. Bäumer. “Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets.” Communications in Computer and Information Science, edited by Springer , 2024.
HSBI-PUB
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
Bäumer, Frederik S., et al. “Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen.” INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt, edited by Maike Klein et al., vol. 352, Köllen Druck+Verlag GmbH, 2024.
HSBI-PUB
| Download (ext.)
2024 | Artikel | FH-PUB-ID: 5148
Bäumer, Frederik Simon, et al. “Mirroring Privacy Risks with Digital Twins: When Pieces of Personal Data Suddenly Fit Together.” SN Computer Science, vol. 5, no. 8, 1109, Springer Science and Business Media LLC, 2024, doi:10.1007/s42979-024-03413-z.
HSBI-PUB
| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 5149
Damm, Hendrik, et al. “WisPerMed at ‘Discharge Me!’: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV.” Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, edited by Dina Demner-Fushman et al., Association for Computational Linguistics, 2024, pp. 105–21, doi:10.18653/v1/2024.bionlp-1.9.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 4454 |
Schultenkämper, Sergej, and Frederik S. Bäumer. “Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction.” International Journal On Advances in Security, vol. 17, no. 1+2, IARIA XPS Press, 2024, pp. 1–10.
HSBI-PUB
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 3297 |
Schultenkämper, Sergej, and Frederik Bäumer. “Protecting Your Online Privacy: Insights on Digital Twins and Threat Detection.” The Fifteenth International Conference on Pervasive Patterns and Applications (PATTERNS 2023). Special Track DaMIA: Data Mining in Industrial Applications of Digital Twins., edited by IARIA, 2023, pp. 2–5.
HSBI-PUB
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 3296 |
Schultenkämper, Sergej, and Frederik Bäumer. “Looking for a Needle in a Haystack: How Can Vision-Language Understanding Help to Identify Privacy-Threatening Images on the Web.” ICIW 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, edited by IARIA, 2023, pp. 2–6.
HSBI-PUB
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 3612
Schultenkämper, Sergej, et al. “From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking.” 27th International Conference on Enterprise Design, Operations Computing (EDOC 2023): First Workshop on the Modelling and Implementation of Digital Twins for Complex Systems), 2023, doi:10.1007/978-3-031-54712-6_10.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 3606
Schultenkämper, Sergej, and Frederik Bäumer. “Privacy Risks in German Patient Forums: A NER-Based Approach to Enrich Digital Twins.” Information and Software Technologies. 29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12–14, 2023, Proceedings, Springer International Publishing, 2023, doi:10.1007/978-3-031-48981-5_9.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 3614 |
Schultenkämper, Sergej, et al. “From Unstructured Data to Digital Twins: From Tweets to Structured Knowledge.” Proceedings of the Thirteenth International Conference on Social Media Technologies, Communication, and Informatics (SOTICS 2023), 2023.
HSBI-PUB
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 3631 |
Bäumer, Frederik, et al. “Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs.” INFORMATIK 2023, edited by Maike Klein et al., vol. 337, Köllen Druck+Verlag GmbH, 2023, doi:10.57720/3631.
HSBI-PUB
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| DOI
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2022 | Konferenzbeitrag | FH-PUB-ID: 2715 |
Bäumer, Frederik, et al. “Tackling the ‘We Have No Data’ Challenge: Domain-Specific Machine Translation in SMEs.” 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
| Download (ext.)
2022 | Konferenzbeitrag | FH-PUB-ID: 2716 |
Denisov, Sergej, et al. “Track Me If You Can: Insights into Profile Interlinking on Social Networks.” 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
| Download (ext.)
2022 | Buchbeitrag | FH-PUB-ID: 2687
Schultenkämper, Sergej, and Frederik Bäumer. “The Only Link You’ll Ever Need: How Social Media Reference Landing Pages Speed Up Profile Matching.” Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, edited by Audrius Lopata et al., Springer International Publishing, 2022, pp. 136–47, doi:10.1007/978-3-031-16302-9_10.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 1753
Bäumer, Frederik, et al. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , IADIS , 2021, pp. 221–25.
HSBI-PUB
2021 | Konferenzbeitrag | FH-PUB-ID: 1791
Denisov, Sergej, and Frederik Bäumer. “How to Improve E-Commerce Search Engines? Evaluating Transformer-Based Named Entity Recognition on German Product Datasets.” Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, edited by Audrius Lopata et al., Springer International Publishing, 2021, pp. 353–66, doi:10.1007/978-3-030-88304-1_28.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 1790 |
Denisov, Sergej, and Frederik Bäumer. “EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN.” WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
HSBI-PUB
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2021 | Konferenzbeitrag | FH-PUB-ID: 2717 |
Bäumer, Frederik, et al. “Towards Authority-Dependent Risk Identification and Analysis in Online Networks.” Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021, doi:10.14339/STO-MP-IST-190.
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| DOI
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