PUBLIKATIONSSERVER

Frederik Bäumer

Fachbereich Wirtschaft
https://orcid.org/0000-0002-0826-0144

63 Publikationen

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[63]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6084 | OA
Bourdick, Raphael, and Frederik Bäumer. “Beyond Q&A: Entwicklung Eines Agentenbasierten Retrieval-Augmented-Generation-Systems Bei Der Imos AG,” 2025.
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[62]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6182 | OA
Bäumer, Frederik, Hans Brandt-Pook, Christian Huppert, Yves Šir, Alexander Stahlkopf, Florian Sang, and Nadja Ullrich. “Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten.” Schriftenreihe des Institute for Data Science Solutions, 2025. https://doi.org/10.60802/sidas.2025.2.
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[61]
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.” In The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI, 2025. https://doi.org/10.1109/ICSC64641.2025.00046.
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[60]
2025 | Konferenzbeitrag | FH-PUB-ID: 5407
Schultenkämper, Sergej, Viktoriia Vovchenko, and Frederik Bäumer. “Enhancing Social Media Summarization with Instruction Tuned Large Language Models and Adaptive Summary Ranking.” In The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI, 2025. https://doi.org/10.1109/ICSC64641.2025.00045.
HSBI-PUB | DOI
 
[59]
2024 | Konferenzbeitrag | FH-PUB-ID: 4453
Schultenkämper, Sergej, and Frederik S. Bäumer. “Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets.” In Communications in Computer and Information Science, edited by Springer . Cham, 2024.
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[58]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
Bäumer, Frederik S., Hans Brandt-Pook, André Matutat, Falk Maoro, David Pelkmann, and Sergej Schultenkämper. “Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen.” In INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt, edited by Maike Klein, Daniel Krupka, Cornelia Winter, Martin Gergeleit, Ludger Martin, and Gesellschaft für Informatik e.V. (GI), Vol. 352. Bonn: Köllen Druck+Verlag GmbH, 2024.
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[57]
2024 | Artikel | FH-PUB-ID: 5148
Bäumer, Frederik Simon, Sergej Schultenkämper, Michaela Geierhos, and Yeong Su Lee. “Mirroring Privacy Risks with Digital Twins: When Pieces of Personal Data Suddenly Fit Together.” SN Computer Science 5, no. 8 (2024). https://doi.org/10.1007/s42979-024-03413-z.
HSBI-PUB | DOI
 
[56]
2024 | Artikel | FH-PUB-ID: 4454 | OA
Schultenkämper, Sergej, and Frederik S. Bäumer. “Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction.” International Journal On Advances in Security 17, no. 1+2 (2024): 1–10.
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[55]
2023 | Konferenzbeitrag | FH-PUB-ID: 3629 | OA
Sirvend, Bastian, Alexander Stahlkopf, and Frederik Bäumer. “Synergien zwischen KI und menschlicher Expertise: Online-Sichtbarkeitsoptimierung durch Text-Transformation.” In INFORMATIK 2023, edited by Maike Klein, Daniel Krupka, Cornelia Winter, and Volker Wohlgemuth, Vol. 337. Lecture Notes in Informatics. Berlin: Köllen Druck+Verlag GmbH, 2023. https://doi.org/10.57720/3629.
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[54]
2023 | Konferenzbeitrag | FH-PUB-ID: 3297 | OA
Schultenkämper, Sergej, and Frederik Bäumer. “Protecting Your Online Privacy: Insights on Digital Twins and Threat Detection.” In 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, 2–5. IARIA, 2023.
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[53]
2023 | Konferenzbeitrag | FH-PUB-ID: 3296 | OA
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.” In ICIW 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, edited by IARIA, 2–6, 2023.
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[52]
2023 | Konferenzbeitrag | FH-PUB-ID: 3612
Schultenkämper, Sergej, Frederik Bäumer, Benjamin Bellgrau, Yeong Su Lee, and Michaela Geierhos. “From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking.” 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. https://doi.org/10.1007/978-3-031-54712-6_10.
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[51]
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.” In Information and Software Technologies. 29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12–14, 2023, Proceedings. Communications in Computer and Information Science. Cham: Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-48981-5_9.
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[50]
2023 | Konferenzbeitrag | FH-PUB-ID: 3614 | OA
Schultenkämper, Sergej, Frederik Bäumer, Michaela Geierhos, and Yeong Su Lee. “From Unstructured Data to Digital Twins: From Tweets to Structured Knowledge.” In Proceedings of the Thirteenth International Conference on Social Media Technologies, Communication, and Informatics (SOTICS 2023), 2023.
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[49]
2023 | Konferenzbeitrag | FH-PUB-ID: 3631 | OA
Bäumer, Frederik, Hans Brandt-Pook, Falk Maoro, Sergej Schultenkämper, and Benjamin Stecker. “Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs.” In INFORMATIK 2023, edited by Maike Klein, Daniel Krupka, Cornelia Winter, Volker Wohlgemuth, and Gesellschaft für Informatik e.V. (GI), Vol. 337. Lecture Notes in Informatics. Berlin: Köllen Druck+Verlag GmbH, 2023. https://doi.org/10.57720/3631.
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[48]
2023 | Buchbeitrag | FH-PUB-ID: 3247 | OA
Bäumer, Frederik, Wei-Fan Chen, Michaela Geierhos, Joschka Kersting, and Henning Wachsmuth. “Dialogue-Based Requirement Compensation and Style-Adjusted Data-To-Text Generation.” In On-The-Fly Computing - Individualized IT-Services in Dynamic Markets, 2023. https://doi.org/10.5281/zenodo.8068456.
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[47]
2022 | Konferenzbeitrag | FH-PUB-ID: 2715 | OA
Bäumer, Frederik, Sergej Denisov, Bastian Sirvend, and Jens Weber. “Tackling the ‘We Have No Data’ Challenge: Domain-Specific Machine Translation in SMEs.” 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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[46]
2022 | Konferenzbeitrag | FH-PUB-ID: 2688 | OA
Caron, Matthew, Frederik Bäumer, and Oliver Müller. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” In Proceedings of the 55th Hawaii International Conference on System Sciences. Proceedings of the Annual Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences, 2022. https://doi.org/10.24251/HICSS.2022.098.
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[45]
2022 | Konferenzbeitrag | FH-PUB-ID: 2716 | OA
Denisov, Sergej, Frederik Bäumer, and Michaela Geierhos. “Track Me If You Can: Insights into Profile Interlinking on Social Networks.” 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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[44]
2022 | Konferenzbeitrag | FH-PUB-ID: 2714 | OA
Spoor, Jan, Jens Weber, Simon Hagemann, and Frederik Bäumer. “Concept of an Inference Procedure for Fault Detection in Production Planning.” 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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[43]
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.” In Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, edited by Audrius Lopata, Daina Gudonienė, and Rita Butkienė, 136–47. Communications in Computer and Information Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-16302-9_10.
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[42]
2022 | Konferenzbeitrag | FH-PUB-ID: 2726 | OA
Kersting, Joschka, and Frederik Bäumer. “Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis.” 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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[41]
2021 | Konferenzbeitrag | FH-PUB-ID: 1753
Bäumer, Frederik, Joschka Kersting, Sergej Denisov, and Michaela Geierhos. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” In Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , 221–25. IADIS , 2021.
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[40]
2021 | Artikel | FH-PUB-ID: 1788
Hötte, Daniel Antonius, Frederik Bäumer, Isabelle Désirée Biallaß, and Michael Sommerfeld. “Die Unterstützung der Arbeit auf der Rechtsantragstelle durch Chatbots.” Computer und Recht 37, no. 11 (2021): 770–76. https://doi.org/10.9785/cr-2021-371118.
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[39]
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.” In Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, edited by Audrius Lopata, Daina Gudonienė, and Rita Butkienė, 353–66. Communications in Computer and Information Science. Cham: Springer International Publishing, 2021. https://doi.org/10.1007/978-3-030-88304-1_28.
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[38]
2021 | Konferenzbeitrag | FH-PUB-ID: 1790 | OA
Denisov, Sergej, and Frederik Bäumer. “EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN.” In WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
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[37]
2021 | Konferenzbeitrag | FH-PUB-ID: 2717 | OA
Bäumer, Frederik, Sergej Denisov, Michaela Geierhos, and Yeong Su Lee. “Towards Authority-Dependent Risk Identification and Analysis in Online Networks.” In Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021. https://doi.org/10.14339/STO-MP-IST-190.
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[36]
2020 | Konferenzbeitrag | FH-PUB-ID: 1792
Gelwer, Emilia, Jens Weber, and Frederik Bäumer. “A Concept of Enabling Data Consistency Checks between Production and Production Planning Using AI.” In Proceedings of the 17th International Conference on Applied Computing, edited by Hans Weghorn. Lisbon, Portugal: IADIS, 2020. https://doi.org/10.33965/ac2020_202013c019.
HSBI-PUB | DOI
 
[35]
2020 | Konferenzbeitrag | FH-PUB-ID: 1793
Gelwer, Emilia, Jens Weber, and Frederik Bäumer. “Data Consistency from Production to Production Planning Using AI.” In Proceedings of the 17th International Conference on Applied Computing, edited by Hans Weghorn. Lisbon, Portugal: IADIS, 2020. https://doi.org/10.33965/ac2020_202013p021.
HSBI-PUB | DOI
 
[34]
2020 | Buchbeitrag | FH-PUB-ID: 1754
Bäumer, Frederik, Joschka Kersting, Bianca Buff, and Michaela Geierhos. “Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging.” In Information and Software Technologies, Vol. 1283, 2020.
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[33]
2020 | Konferenzbeitrag | FH-PUB-ID: 1755
Kersting, Joschka, and Frederik Bäumer. “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH.” In PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, 2020.
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[32]
2019 | Artikel | FH-PUB-ID: 1756 | OA
Bäumer, Frederik, and Michaela Geierhos. “Requirements Engineering in OTF-Computing.” Scholarly Community Encyclopedia, 2019.
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[31]
2019 | Konferenzbeitrag | FH-PUB-ID: 1759 | OA
Kersting, Joschka, Frederik Bäumer, and Michaela Geierhos. “In Reviews We Trust: But Should We? Experiences with Physician Review Websites.” In Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, edited by Association for Computing Machinery, 147–55. New York United States: SciTePress, 2019.
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[30]
2019 | Konferenzbeitrag | FH-PUB-ID: 1758
Bäumer, Frederik, Bianca Buff, and Michaela Geierhos. “Potentielle Privatsphäreverletzungen Aufdecken Und Automatisiert Sichtbar Machen.” In DHd 2019 Digital Humanities: Multimedial & Multimodal. Konferenzabstracts, edited by Patrick Sahle, Vol. 366, 2019. https://doi.org/10.5281/zenodo.2596094.
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[29]
2019 | Konferenzbeitrag | FH-PUB-ID: 1760
Bäumer, Frederik, and Bianca Buff. “How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness.” In Proceedings of the 8th International Conference on Data Science, Technology and Applications, edited by Slimane Hammoudi , Christoph Quix , and Jorge Bernardino , 1:129–36. SciTePress, 2019. https://doi.org/10.5220/0007828301290136.
HSBI-PUB | DOI
 
[28]
2019 | Artikel | FH-PUB-ID: 1757
Bäumer, Frederik, Joschka Kersting, and Michaela Geierhos. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” Computers 8, no. 1 (2019). https://doi.org/10.3390/computers8010022.
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[27]
2018 | Buchbeitrag | FH-PUB-ID: 1740
Bäumer, Frederik, and Michaela Geierhos. “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.” In Natural Language Processing and Information Systems, edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, and Farid Meziane, 509–13. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-91947-8_53.
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[26]
2018 | Konferenzbeitrag | FH-PUB-ID: 1742
Bäumer, Frederik, Joschka Kersting, Vytautas Kuršelis, and Michaela Geierhos. “Rate Your Physician: Findings from a Lithuanian Physician Rating Website.” In Information and Software Technologies. 24th International Conference, ICIST 2018, Vilnius, Lithuania, October 4–6, 2018, Proceedings, edited by Robertas Damaševičius and Giedrė Vasiljevienė, 620:43–58. Communications in Computer and Information Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-99972-2_4.
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[25]
2018 | Konferenzbeitrag | FH-PUB-ID: 1765 | OA
Bäumer, Frederik, and Michaela Geierhos. “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.” In Proceedings of the 51st Hawaii International Conference on System Sciences , 5746–55, 2018.
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[24]
2018 | Konferenzbeitrag | FH-PUB-ID: 1766 | OA
Bäumer, Frederik, and Michaela Geierhos. “How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), 2075:509–13. CEUR Workshop Proceedings. EUR-WS.org, 2018.
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[23]
2018 | Buchbeitrag | FH-PUB-ID: 1741
Bäumer, Frederik, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” In Information and Software Technologies. 24th International Conference, ICIST 2018, Vilnius, Lithuania, October 4–6, 2018, Proceedings, edited by Robertas Damaševičius and Giedrė Vasiljevienė, 559–70. Communications in Computer and Information Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-99972-2_46.
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[22]
2018 | Konferenzbeitrag | FH-PUB-ID: 1768 | OA
Caron, Matthew, Frederik Bäumer, and Michaela Geierhos. “Back to Basics: Extracting Software Requirements with a Syntactic Approach.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Vol. 2075, 2018.
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[21]
2018 | Konferenzbeitrag | FH-PUB-ID: 1767 | OA
Friesen, Edwin, Frederik Bäumer, and Michaela Geierhos. “CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Vol. 2075, 2018.
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[20]
2018 | Konferenzbeitrag | FH-PUB-ID: 1764
Bäumer, Frederik, Joschka Kersting, Matthias Orlikowski, and Michaela Geierhos. “Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews.” In Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), Vol. 2198, 2018.
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[19]
2017 | Konferenzbeitrag | FH-PUB-ID: 1743 | OA
Rooijen, Lorijn van, Frederik Bäumer, Marie Christin Platenius, Michaela Geierhos, Heiko Hamann, and Gregor Engels. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” In 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), edited by The Institute of Electrical and Electronics Engineers IEEE, 379–85. New York, NY, USA: The Institute of Electrical and Electronics Engineers IEEE, 2017. https://doi.org/10.1109/REW.2017.26.
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[18]
2017 | Konferenzbeitrag | FH-PUB-ID: 1747 | OA
Bäumer, Frederik, Markus Dollmann, and Michaela Geierhos. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” In Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, 19–25. New York, NY, USA: Association for Computing Machinery ACM, 2017. https://doi.org/10.1145/3121264.3121269.
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[17]
2017 | Buchbeitrag | FH-PUB-ID: 1746
Bäumer, Frederik, Nicolai Grote, Joschka Kersting, and Michaela Geierhos. “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews.” In Information and Software Technologies, edited by Robertas Damaševičius and Vilma Mikašytė, 77–89. Communications in Computer and Information Science. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-67642-5_7.
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[16]
2017 | Buchbeitrag | FH-PUB-ID: 1770
Geierhos, Michaela, and Frederik Bäumer. “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” In Partiality and Underspecification in Information, Languages, and Knowledge, edited by Henning Christiansen, M. Dolores Jiménez-López, Roussanka Loukanova, and Lawrence S. Moss, 65–108. Cambridge Scholars Publishing, 2017.
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[15]
2017 | Dissertation | FH-PUB-ID: 1744 | OA
Bäumer, Frederik. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen - Indicator-based detection and compensation of inaccurate and incompletely described software requirements. UB-PAD - Paderborn University Library, 2017. https://doi.org/10.17619/UNIPB/1-191.
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[14]
2017 | Dissertation | FH-PUB-ID: 1745 | OA
Bäumer, Frederik Simon. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Vol. 372. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut; UB-PAD - Paderborn University Library, 2017. https://doi.org/10.17619/UNIPB/1-157.
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[13]
2016 | Konferenzbeitrag | FH-PUB-ID: 1774
Geierhos, Michaela, and Frederik Bäumer. “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement.” In Natural Language Processing and Information Systems, Vol. 9612. Lecture Notes in Computer Science. Cham: Springer, 2016.
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[12]
2016 | Buchbeitrag | FH-PUB-ID: 1749
Bäumer, Frederik, and Michaela Geierhos. “Running Out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.” In Information and Software Technologies. 22nd International Conference, ICIST 2016, Druskininkai, Lithuania, October 13-15, 2016, Proceedings, edited by Giedre Dregvaite and Robertas Damasevicius, 639:549–58. Communications in Computer and Information Science. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-46254-7_44.
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[11]
2016 | Buchbeitrag | FH-PUB-ID: 1748
Geierhos, Michaela, and Frederik Bäumer. “How to Complete Customer Requirements.” In Natural Language Processing and Information Systems, edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee, Vijayan Sugumaran, and Sunil Vadera, 37–47. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-41754-7_4.
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[10]
2015 | Diskussionspapier | FH-PUB-ID: 1751 | OA
Geierhos, Michaela, Sabine Schulze, and Frederik Bäumer. Der Zufriedene Patient 2.0 - Analyse Anonymer Arztbewertungen Im Web 2.0. vz-nrw (Verbraucherzentrale Nordrhein-Westfalen e. V.), 2015. https://doi.org/10.15501/KVFWP_3.
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[9]
2015 | Konferenzbeitrag | FH-PUB-ID: 1782
Geierhos, Michaela, Frederik Bäumer, Sabine Schulze, and Caterina Klotz. “Understanding the Patient 2.0.” In Modeling and Using Context, edited by Henning Christiansen, Isidora Stojanovic, and George A. Papadopoulos, 9405:159–71. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2015. https://doi.org/10.1007/978-3-319-25591-0_12.
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[8]
2015 | Buchbeitrag | FH-PUB-ID: 1781
Bäumer, Frederik, Michaela Geierhos, and Sabine Schulze. “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.” In Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, edited by Giedre Dregvaite and Robertas Damasevicius, 3–15. Communications in Computer and Information Science. Cham: Springer International Publishing, 2015. https://doi.org/10.1007/978-3-319-24770-0_1.
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[7]
2015 | Konferenzbeitrag | FH-PUB-ID: 1777 | OA
Geierhos, Michaela, and Frederik Bäumer. “Erfahrungsberichte Aus Zweiter Hand: Erkenntnisse Über Die Autorschaft von Arztbewertungen in Online-Portalen.” In DHd 2015: Book of Abstracts. Hamburg: DHd, 2015.
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[6]
2015 | Konferenzbeitrag | FH-PUB-ID: 1783
Geierhos, Michaela, Sabine Schulze, and Frederik Bäumer. “What Did You Mean? - Facing the Challenges of User-Generated Software Requirements.” In Proceedings of the International Conference on Agents and Artificial Intelligence, 277–83. SCITEPRESS - Science and and Technology Publications, 2015. https://doi.org/10.5220/0005346002770283.
HSBI-PUB | DOI
 
[5]
2015 | Artikel | FH-PUB-ID: 1780 | OA
Bäumer, Frederik, Markus Dollmann, and Michaela Geierhos. “Find a Physician by Matching Medical Needs Described in Your Own Words.” Procedia Computer Science 63 (2015): 417–24. https://doi.org/10.1016/j.procs.2015.08.362.
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[4]
2015 | Buchbeitrag | FH-PUB-ID: 1750
Geierhos, Michaela, Frederik Bäumer, Sabine Schulze, and Valentina Stuß. “Filtering Reviews by Random Individual Error.” In Current Approaches in Applied Artificial Intelligence, edited by Moonis Ali, Young Sig Kwon, Chang-Hwan Lee, Juntae Kim, and Yongdai Kim, 305–15. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2015. https://doi.org/10.1007/978-3-319-19066-2_30.
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[3]
2015 | Konferenzbeitrag | FH-PUB-ID: 1778
Geierhos, Michaela, Frederik Bäumer, Sabine Schulze, and Valentina Stuß. “‘I Grade What I Get but Write What I Think.’ Inconsistency Analysis in Patients’ Reviews.” In ECIS 2015 Completed Research Papers, edited by Jörg Becker, Jan vom Brocke, and Marco de Marco. Münster, Germany: University of Münster, Münster, Germany, 2015. https://doi.org/10.18151/7217324  .
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[2]
2014 | Konferenzbeitrag | FH-PUB-ID: 1786
Jeong, Do-Heon, Jangwon Gim, Hanmin Jung, Michaela Geierhos, and Frederik Bäumer. “Comparative Study on Disambiguating Acronyms in the Scientific Papers Using the Open Knowledge Base.” In Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014), 2014.
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[1]
2014 | Konferenzbeitrag | FH-PUB-ID: 1787 | OA
Bäumer, Frederik, Jangwon Gim, Do-Heon Jeong, Michaela Geierhos, and Hanmin Jung. “Linked Open Data System for Scientific Data Sets.” In Proceedings of the First International Workshop on Patent Mining and Its Applications (IPaMin 2014) Co-Located with Konvens 2014, Vol. 1292, 2014.
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[63]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6084 | OA
Bourdick, Raphael, and Frederik Bäumer. “Beyond Q&A: Entwicklung Eines Agentenbasierten Retrieval-Augmented-Generation-Systems Bei Der Imos AG,” 2025.
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[62]
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6182 | OA
Bäumer, Frederik, Hans Brandt-Pook, Christian Huppert, Yves Šir, Alexander Stahlkopf, Florian Sang, and Nadja Ullrich. “Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten.” Schriftenreihe des Institute for Data Science Solutions, 2025. https://doi.org/10.60802/sidas.2025.2.
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[61]
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.” In The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI, 2025. https://doi.org/10.1109/ICSC64641.2025.00046.
HSBI-PUB | DOI
 
[60]
2025 | Konferenzbeitrag | FH-PUB-ID: 5407
Schultenkämper, Sergej, Viktoriia Vovchenko, and Frederik Bäumer. “Enhancing Social Media Summarization with Instruction Tuned Large Language Models and Adaptive Summary Ranking.” In The 13th IEEE International Workshop on Semantic Computing for Social Networking: From User Information to Social Knowledge and Ethical AI, 2025. https://doi.org/10.1109/ICSC64641.2025.00045.
HSBI-PUB | DOI
 
[59]
2024 | Konferenzbeitrag | FH-PUB-ID: 4453
Schultenkämper, Sergej, and Frederik S. Bäumer. “Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets.” In Communications in Computer and Information Science, edited by Springer . Cham, 2024.
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[58]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
Bäumer, Frederik S., Hans Brandt-Pook, André Matutat, Falk Maoro, David Pelkmann, and Sergej Schultenkämper. “Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen.” In INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt, edited by Maike Klein, Daniel Krupka, Cornelia Winter, Martin Gergeleit, Ludger Martin, and Gesellschaft für Informatik e.V. (GI), Vol. 352. Bonn: Köllen Druck+Verlag GmbH, 2024.
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[57]
2024 | Artikel | FH-PUB-ID: 5148
Bäumer, Frederik Simon, Sergej Schultenkämper, Michaela Geierhos, and Yeong Su Lee. “Mirroring Privacy Risks with Digital Twins: When Pieces of Personal Data Suddenly Fit Together.” SN Computer Science 5, no. 8 (2024). https://doi.org/10.1007/s42979-024-03413-z.
HSBI-PUB | DOI
 
[56]
2024 | Artikel | FH-PUB-ID: 4454 | OA
Schultenkämper, Sergej, and Frederik S. Bäumer. “Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction.” International Journal On Advances in Security 17, no. 1+2 (2024): 1–10.
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[55]
2023 | Konferenzbeitrag | FH-PUB-ID: 3629 | OA
Sirvend, Bastian, Alexander Stahlkopf, and Frederik Bäumer. “Synergien zwischen KI und menschlicher Expertise: Online-Sichtbarkeitsoptimierung durch Text-Transformation.” In INFORMATIK 2023, edited by Maike Klein, Daniel Krupka, Cornelia Winter, and Volker Wohlgemuth, Vol. 337. Lecture Notes in Informatics. Berlin: Köllen Druck+Verlag GmbH, 2023. https://doi.org/10.57720/3629.
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[54]
2023 | Konferenzbeitrag | FH-PUB-ID: 3297 | OA
Schultenkämper, Sergej, and Frederik Bäumer. “Protecting Your Online Privacy: Insights on Digital Twins and Threat Detection.” In 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, 2–5. IARIA, 2023.
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[53]
2023 | Konferenzbeitrag | FH-PUB-ID: 3296 | OA
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.” In ICIW 2023 : The Eighteenth International Conference on Internet and Web Applications and Services, edited by IARIA, 2–6, 2023.
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[52]
2023 | Konferenzbeitrag | FH-PUB-ID: 3612
Schultenkämper, Sergej, Frederik Bäumer, Benjamin Bellgrau, Yeong Su Lee, and Michaela Geierhos. “From Digital Tracks to Digital Twins: On the Path to Cross-Platform Profile Linking.” 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. https://doi.org/10.1007/978-3-031-54712-6_10.
HSBI-PUB | DOI
 
[51]
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.” In Information and Software Technologies. 29th International Conference, ICIST 2023, Kaunas, Lithuania, October 12–14, 2023, Proceedings. Communications in Computer and Information Science. Cham: Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-48981-5_9.
HSBI-PUB | DOI
 
[50]
2023 | Konferenzbeitrag | FH-PUB-ID: 3614 | OA
Schultenkämper, Sergej, Frederik Bäumer, Michaela Geierhos, and Yeong Su Lee. “From Unstructured Data to Digital Twins: From Tweets to Structured Knowledge.” In Proceedings of the Thirteenth International Conference on Social Media Technologies, Communication, and Informatics (SOTICS 2023), 2023.
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[49]
2023 | Konferenzbeitrag | FH-PUB-ID: 3631 | OA
Bäumer, Frederik, Hans Brandt-Pook, Falk Maoro, Sergej Schultenkämper, and Benjamin Stecker. “Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs.” In INFORMATIK 2023, edited by Maike Klein, Daniel Krupka, Cornelia Winter, Volker Wohlgemuth, and Gesellschaft für Informatik e.V. (GI), Vol. 337. Lecture Notes in Informatics. Berlin: Köllen Druck+Verlag GmbH, 2023. https://doi.org/10.57720/3631.
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[48]
2023 | Buchbeitrag | FH-PUB-ID: 3247 | OA
Bäumer, Frederik, Wei-Fan Chen, Michaela Geierhos, Joschka Kersting, and Henning Wachsmuth. “Dialogue-Based Requirement Compensation and Style-Adjusted Data-To-Text Generation.” In On-The-Fly Computing - Individualized IT-Services in Dynamic Markets, 2023. https://doi.org/10.5281/zenodo.8068456.
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[47]
2022 | Konferenzbeitrag | FH-PUB-ID: 2715 | OA
Bäumer, Frederik, Sergej Denisov, Bastian Sirvend, and Jens Weber. “Tackling the ‘We Have No Data’ Challenge: Domain-Specific Machine Translation in SMEs.” 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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[46]
2022 | Konferenzbeitrag | FH-PUB-ID: 2688 | OA
Caron, Matthew, Frederik Bäumer, and Oliver Müller. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” In Proceedings of the 55th Hawaii International Conference on System Sciences. Proceedings of the Annual Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences, 2022. https://doi.org/10.24251/HICSS.2022.098.
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[45]
2022 | Konferenzbeitrag | FH-PUB-ID: 2716 | OA
Denisov, Sergej, Frederik Bäumer, and Michaela Geierhos. “Track Me If You Can: Insights into Profile Interlinking on Social Networks.” 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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[44]
2022 | Konferenzbeitrag | FH-PUB-ID: 2714 | OA
Spoor, Jan, Jens Weber, Simon Hagemann, and Frederik Bäumer. “Concept of an Inference Procedure for Fault Detection in Production Planning.” 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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[43]
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.” In Information and Software Technologies. 28th International Conference, ICIST 2022, Kaunas, Lithuania, October 13–15, 2022, Proceedings, edited by Audrius Lopata, Daina Gudonienė, and Rita Butkienė, 136–47. Communications in Computer and Information Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-16302-9_10.
HSBI-PUB | DOI
 
[42]
2022 | Konferenzbeitrag | FH-PUB-ID: 2726 | OA
Kersting, Joschka, and Frederik Bäumer. “Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis.” 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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[41]
2021 | Konferenzbeitrag | FH-PUB-ID: 1753
Bäumer, Frederik, Joschka Kersting, Sergej Denisov, and Michaela Geierhos. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” In Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , 221–25. IADIS , 2021.
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[40]
2021 | Artikel | FH-PUB-ID: 1788
Hötte, Daniel Antonius, Frederik Bäumer, Isabelle Désirée Biallaß, and Michael Sommerfeld. “Die Unterstützung der Arbeit auf der Rechtsantragstelle durch Chatbots.” Computer und Recht 37, no. 11 (2021): 770–76. https://doi.org/10.9785/cr-2021-371118.
HSBI-PUB | DOI
 
[39]
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.” In Information and Software Technologies. 27th International Conference, ICIST 2021, Kaunas, Lithuania, October 14–16, 2021, Proceedings, edited by Audrius Lopata, Daina Gudonienė, and Rita Butkienė, 353–66. Communications in Computer and Information Science. Cham: Springer International Publishing, 2021. https://doi.org/10.1007/978-3-030-88304-1_28.
HSBI-PUB | DOI
 
[38]
2021 | Konferenzbeitrag | FH-PUB-ID: 1790 | OA
Denisov, Sergej, and Frederik Bäumer. “EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN.” In WWW/INTERNET 2021 AND APPLIED COMPUTING, 2021.
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[37]
2021 | Konferenzbeitrag | FH-PUB-ID: 2717 | OA
Bäumer, Frederik, Sergej Denisov, Michaela Geierhos, and Yeong Su Lee. “Towards Authority-Dependent Risk Identification and Analysis in Online Networks.” In Proceedings of Artificial Intelligence, Machine Learning and Big Data for Hybrid Military Operations (AI4HMO), 2021. https://doi.org/10.14339/STO-MP-IST-190.
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[36]
2020 | Konferenzbeitrag | FH-PUB-ID: 1792
Gelwer, Emilia, Jens Weber, and Frederik Bäumer. “A Concept of Enabling Data Consistency Checks between Production and Production Planning Using AI.” In Proceedings of the 17th International Conference on Applied Computing, edited by Hans Weghorn. Lisbon, Portugal: IADIS, 2020. https://doi.org/10.33965/ac2020_202013c019.
HSBI-PUB | DOI
 
[35]
2020 | Konferenzbeitrag | FH-PUB-ID: 1793
Gelwer, Emilia, Jens Weber, and Frederik Bäumer. “Data Consistency from Production to Production Planning Using AI.” In Proceedings of the 17th International Conference on Applied Computing, edited by Hans Weghorn. Lisbon, Portugal: IADIS, 2020. https://doi.org/10.33965/ac2020_202013p021.
HSBI-PUB | DOI
 
[34]
2020 | Buchbeitrag | FH-PUB-ID: 1754
Bäumer, Frederik, Joschka Kersting, Bianca Buff, and Michaela Geierhos. “Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging.” In Information and Software Technologies, Vol. 1283, 2020.
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[33]
2020 | Konferenzbeitrag | FH-PUB-ID: 1755
Kersting, Joschka, and Frederik Bäumer. “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH.” In PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, 2020.
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[32]
2019 | Artikel | FH-PUB-ID: 1756 | OA
Bäumer, Frederik, and Michaela Geierhos. “Requirements Engineering in OTF-Computing.” Scholarly Community Encyclopedia, 2019.
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[31]
2019 | Konferenzbeitrag | FH-PUB-ID: 1759 | OA
Kersting, Joschka, Frederik Bäumer, and Michaela Geierhos. “In Reviews We Trust: But Should We? Experiences with Physician Review Websites.” In Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, edited by Association for Computing Machinery, 147–55. New York United States: SciTePress, 2019.
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[30]
2019 | Konferenzbeitrag | FH-PUB-ID: 1758
Bäumer, Frederik, Bianca Buff, and Michaela Geierhos. “Potentielle Privatsphäreverletzungen Aufdecken Und Automatisiert Sichtbar Machen.” In DHd 2019 Digital Humanities: Multimedial & Multimodal. Konferenzabstracts, edited by Patrick Sahle, Vol. 366, 2019. https://doi.org/10.5281/zenodo.2596094.
HSBI-PUB | DOI
 
[29]
2019 | Konferenzbeitrag | FH-PUB-ID: 1760
Bäumer, Frederik, and Bianca Buff. “How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness.” In Proceedings of the 8th International Conference on Data Science, Technology and Applications, edited by Slimane Hammoudi , Christoph Quix , and Jorge Bernardino , 1:129–36. SciTePress, 2019. https://doi.org/10.5220/0007828301290136.
HSBI-PUB | DOI
 
[28]
2019 | Artikel | FH-PUB-ID: 1757
Bäumer, Frederik, Joschka Kersting, and Michaela Geierhos. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” Computers 8, no. 1 (2019). https://doi.org/10.3390/computers8010022.
HSBI-PUB | DOI
 
[27]
2018 | Buchbeitrag | FH-PUB-ID: 1740
Bäumer, Frederik, and Michaela Geierhos. “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.” In Natural Language Processing and Information Systems, edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, and Farid Meziane, 509–13. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-91947-8_53.
HSBI-PUB | DOI
 
[26]
2018 | Konferenzbeitrag | FH-PUB-ID: 1742
Bäumer, Frederik, Joschka Kersting, Vytautas Kuršelis, and Michaela Geierhos. “Rate Your Physician: Findings from a Lithuanian Physician Rating Website.” In Information and Software Technologies. 24th International Conference, ICIST 2018, Vilnius, Lithuania, October 4–6, 2018, Proceedings, edited by Robertas Damaševičius and Giedrė Vasiljevienė, 620:43–58. Communications in Computer and Information Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-99972-2_4.
HSBI-PUB | DOI
 
[25]
2018 | Konferenzbeitrag | FH-PUB-ID: 1765 | OA
Bäumer, Frederik, and Michaela Geierhos. “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.” In Proceedings of the 51st Hawaii International Conference on System Sciences , 5746–55, 2018.
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[24]
2018 | Konferenzbeitrag | FH-PUB-ID: 1766 | OA
Bäumer, Frederik, and Michaela Geierhos. “How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), 2075:509–13. CEUR Workshop Proceedings. EUR-WS.org, 2018.
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[23]
2018 | Buchbeitrag | FH-PUB-ID: 1741
Bäumer, Frederik, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” In Information and Software Technologies. 24th International Conference, ICIST 2018, Vilnius, Lithuania, October 4–6, 2018, Proceedings, edited by Robertas Damaševičius and Giedrė Vasiljevienė, 559–70. Communications in Computer and Information Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-99972-2_46.
HSBI-PUB | DOI
 
[22]
2018 | Konferenzbeitrag | FH-PUB-ID: 1768 | OA
Caron, Matthew, Frederik Bäumer, and Michaela Geierhos. “Back to Basics: Extracting Software Requirements with a Syntactic Approach.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Vol. 2075, 2018.
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[21]
2018 | Konferenzbeitrag | FH-PUB-ID: 1767 | OA
Friesen, Edwin, Frederik Bäumer, and Michaela Geierhos. “CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface.” In Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Vol. 2075, 2018.
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[20]
2018 | Konferenzbeitrag | FH-PUB-ID: 1764
Bäumer, Frederik, Joschka Kersting, Matthias Orlikowski, and Michaela Geierhos. “Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews.” In Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), Vol. 2198, 2018.
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[19]
2017 | Konferenzbeitrag | FH-PUB-ID: 1743 | OA
Rooijen, Lorijn van, Frederik Bäumer, Marie Christin Platenius, Michaela Geierhos, Heiko Hamann, and Gregor Engels. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” In 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), edited by The Institute of Electrical and Electronics Engineers IEEE, 379–85. New York, NY, USA: The Institute of Electrical and Electronics Engineers IEEE, 2017. https://doi.org/10.1109/REW.2017.26.
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[18]
2017 | Konferenzbeitrag | FH-PUB-ID: 1747 | OA
Bäumer, Frederik, Markus Dollmann, and Michaela Geierhos. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” In Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, 19–25. New York, NY, USA: Association for Computing Machinery ACM, 2017. https://doi.org/10.1145/3121264.3121269.
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[17]
2017 | Buchbeitrag | FH-PUB-ID: 1746
Bäumer, Frederik, Nicolai Grote, Joschka Kersting, and Michaela Geierhos. “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews.” In Information and Software Technologies, edited by Robertas Damaševičius and Vilma Mikašytė, 77–89. Communications in Computer and Information Science. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-67642-5_7.
HSBI-PUB | DOI
 
[16]
2017 | Buchbeitrag | FH-PUB-ID: 1770
Geierhos, Michaela, and Frederik Bäumer. “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” In Partiality and Underspecification in Information, Languages, and Knowledge, edited by Henning Christiansen, M. Dolores Jiménez-López, Roussanka Loukanova, and Lawrence S. Moss, 65–108. Cambridge Scholars Publishing, 2017.
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[15]
2017 | Dissertation | FH-PUB-ID: 1744 | OA
Bäumer, Frederik. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen - Indicator-based detection and compensation of inaccurate and incompletely described software requirements. UB-PAD - Paderborn University Library, 2017. https://doi.org/10.17619/UNIPB/1-191.
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[14]
2017 | Dissertation | FH-PUB-ID: 1745 | OA
Bäumer, Frederik Simon. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Vol. 372. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut; UB-PAD - Paderborn University Library, 2017. https://doi.org/10.17619/UNIPB/1-157.
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[13]
2016 | Konferenzbeitrag | FH-PUB-ID: 1774
Geierhos, Michaela, and Frederik Bäumer. “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement.” In Natural Language Processing and Information Systems, Vol. 9612. Lecture Notes in Computer Science. Cham: Springer, 2016.
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[12]
2016 | Buchbeitrag | FH-PUB-ID: 1749
Bäumer, Frederik, and Michaela Geierhos. “Running Out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.” In Information and Software Technologies. 22nd International Conference, ICIST 2016, Druskininkai, Lithuania, October 13-15, 2016, Proceedings, edited by Giedre Dregvaite and Robertas Damasevicius, 639:549–58. Communications in Computer and Information Science. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-46254-7_44.
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[11]
2016 | Buchbeitrag | FH-PUB-ID: 1748
Geierhos, Michaela, and Frederik Bäumer. “How to Complete Customer Requirements.” In Natural Language Processing and Information Systems, edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee, Vijayan Sugumaran, and Sunil Vadera, 37–47. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2016. https://doi.org/10.1007/978-3-319-41754-7_4.
HSBI-PUB | DOI
 
[10]
2015 | Diskussionspapier | FH-PUB-ID: 1751 | OA
Geierhos, Michaela, Sabine Schulze, and Frederik Bäumer. Der Zufriedene Patient 2.0 - Analyse Anonymer Arztbewertungen Im Web 2.0. vz-nrw (Verbraucherzentrale Nordrhein-Westfalen e. V.), 2015. https://doi.org/10.15501/KVFWP_3.
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[9]
2015 | Konferenzbeitrag | FH-PUB-ID: 1782
Geierhos, Michaela, Frederik Bäumer, Sabine Schulze, and Caterina Klotz. “Understanding the Patient 2.0.” In Modeling and Using Context, edited by Henning Christiansen, Isidora Stojanovic, and George A. Papadopoulos, 9405:159–71. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2015. https://doi.org/10.1007/978-3-319-25591-0_12.
HSBI-PUB | DOI
 
[8]
2015 | Buchbeitrag | FH-PUB-ID: 1781
Bäumer, Frederik, Michaela Geierhos, and Sabine Schulze. “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.” In Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, edited by Giedre Dregvaite and Robertas Damasevicius, 3–15. Communications in Computer and Information Science. Cham: Springer International Publishing, 2015. https://doi.org/10.1007/978-3-319-24770-0_1.
HSBI-PUB | DOI
 
[7]
2015 | Konferenzbeitrag | FH-PUB-ID: 1777 | OA
Geierhos, Michaela, and Frederik Bäumer. “Erfahrungsberichte Aus Zweiter Hand: Erkenntnisse Über Die Autorschaft von Arztbewertungen in Online-Portalen.” In DHd 2015: Book of Abstracts. Hamburg: DHd, 2015.
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[6]
2015 | Konferenzbeitrag | FH-PUB-ID: 1783
Geierhos, Michaela, Sabine Schulze, and Frederik Bäumer. “What Did You Mean? - Facing the Challenges of User-Generated Software Requirements.” In Proceedings of the International Conference on Agents and Artificial Intelligence, 277–83. SCITEPRESS - Science and and Technology Publications, 2015. https://doi.org/10.5220/0005346002770283.
HSBI-PUB | DOI
 
[5]
2015 | Artikel | FH-PUB-ID: 1780 | OA
Bäumer, Frederik, Markus Dollmann, and Michaela Geierhos. “Find a Physician by Matching Medical Needs Described in Your Own Words.” Procedia Computer Science 63 (2015): 417–24. https://doi.org/10.1016/j.procs.2015.08.362.
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[4]
2015 | Buchbeitrag | FH-PUB-ID: 1750
Geierhos, Michaela, Frederik Bäumer, Sabine Schulze, and Valentina Stuß. “Filtering Reviews by Random Individual Error.” In Current Approaches in Applied Artificial Intelligence, edited by Moonis Ali, Young Sig Kwon, Chang-Hwan Lee, Juntae Kim, and Yongdai Kim, 305–15. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2015. https://doi.org/10.1007/978-3-319-19066-2_30.
HSBI-PUB | DOI
 
[3]
2015 | Konferenzbeitrag | FH-PUB-ID: 1778
Geierhos, Michaela, Frederik Bäumer, Sabine Schulze, and Valentina Stuß. “‘I Grade What I Get but Write What I Think.’ Inconsistency Analysis in Patients’ Reviews.” In ECIS 2015 Completed Research Papers, edited by Jörg Becker, Jan vom Brocke, and Marco de Marco. Münster, Germany: University of Münster, Münster, Germany, 2015. https://doi.org/10.18151/7217324  .
HSBI-PUB | DOI | Download (ext.)
 
[2]
2014 | Konferenzbeitrag | FH-PUB-ID: 1786
Jeong, Do-Heon, Jangwon Gim, Hanmin Jung, Michaela Geierhos, and Frederik Bäumer. “Comparative Study on Disambiguating Acronyms in the Scientific Papers Using the Open Knowledge Base.” In Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014), 2014.
HSBI-PUB
 
[1]
2014 | Konferenzbeitrag | FH-PUB-ID: 1787 | OA
Bäumer, Frederik, Jangwon Gim, Do-Heon Jeong, Michaela Geierhos, and Hanmin Jung. “Linked Open Data System for Scientific Data Sets.” In Proceedings of the First International Workshop on Patent Mining and Its Applications (IPaMin 2014) Co-Located with Konvens 2014, Vol. 1292, 2014.
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