63 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6084 |
R. Bourdick and F. Bäumer, “Beyond Q&A: Entwicklung eines agentenbasierten Retrieval-Augmented-Generation-Systems bei der imos AG,” presented at the Informatik Festival 2025, Potsdam, 2025.
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6182 |
F. Bäumer et al., “Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten,” vol. 2, no. 2025. 2025.
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2025 | Konferenzbeitrag | FH-PUB-ID: 5406
S. Schultenkämper and F. 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, Laguna Hills, CA, 2025.
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| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 5407
S. Schultenkämper, V. Vovchenko, and F. 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, Laguna Hills, CA, 2025.
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| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 4453
S. Schultenkämper and F. S. Bäumer, “Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets,” in Communications in Computer and Information Science, Maastricht, Niederlande, 2024.
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2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
F. S. Bäumer, H. Brandt-Pook, A. Matutat, F. Maoro, D. Pelkmann, and S. Schultenkämper, “Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen,” in INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt, Wiesbaden, 2024, vol. 352.
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2024 | Artikel | FH-PUB-ID: 4454 |
S. Schultenkämper and F. S. Bäumer, “Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction,” International Journal On Advances in Security, vol. 17, no. 1+2, pp. 1–10, 2024.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3629 |
B. Sirvend, A. Stahlkopf, and F. Bäumer, “Synergien zwischen KI und menschlicher Expertise: Online-Sichtbarkeitsoptimierung durch Text-Transformation,” in INFORMATIK 2023, Berlin, 2023, vol. 337.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3297 |
S. Schultenkämper and F. 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., 2023, pp. 2–5.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3296 |
S. Schultenkämper and F. 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, Nizza, 2023, pp. 2–6.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3612
S. Schultenkämper, F. Bäumer, B. Bellgrau, Y. S. Lee, and M. 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), Groningen, Niederlande, 2023.
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| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 3606
S. Schultenkämper and F. 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, Kaunas, Lithuania, 2023.
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| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 3614 |
S. Schultenkämper, F. Bäumer, M. Geierhos, and Y. S. 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), Valencia, Spanien, 2023.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3631 |
F. Bäumer, H. Brandt-Pook, F. Maoro, S. Schultenkämper, and B. Stecker, “Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs,” in INFORMATIK 2023, Berlin, 2023, vol. 337.
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2023 | Buchbeitrag | FH-PUB-ID: 3247 |
F. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, and H. Wachsmuth, “Dialogue-Based Requirement Compensation and Style-Adjusted Data-To-Text Generation,” in On-The-Fly Computing - Individualized IT-services in dynamic markets, 2023.
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2022 | Konferenzbeitrag | FH-PUB-ID: 2715 |
F. Bäumer, S. Denisov, B. Sirvend, and J. 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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2022 | Konferenzbeitrag | FH-PUB-ID: 2688 |
M. Caron, F. Bäumer, and O. 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, Maui, Hawaii, 2022.
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2022 | Konferenzbeitrag | FH-PUB-ID: 2716 |
S. Denisov, F. Bäumer, and M. 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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2022 | Konferenzbeitrag | FH-PUB-ID: 2714 |
J. Spoor, J. Weber, S. Hagemann, and F. 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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2022 | Buchbeitrag | FH-PUB-ID: 2687
S. Schultenkämper and F. 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, A. Lopata, D. Gudonienė, and R. Butkienė, Eds. Cham: Springer International Publishing, 2022, pp. 136–147.
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| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 2726 |
J. Kersting and F. 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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2021 | Konferenzbeitrag | FH-PUB-ID: 1753
F. Bäumer, J. Kersting, S. Denisov, and M. Geierhos, “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING,” in Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , Lisbon, Portugal , 2021, pp. 221–225.
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2021 | Konferenzbeitrag | FH-PUB-ID: 1791
S. Denisov and F. 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, Kaunas, Lithuania, 2021, pp. 353–366.
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2021 | Konferenzbeitrag | FH-PUB-ID: 1790 |
S. Denisov and F. Bäumer, “EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN,” in WWW/INTERNET 2021 AND APPLIED COMPUTING, Online, 2021.
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2021 | Konferenzbeitrag | FH-PUB-ID: 2717 |
F. Bäumer, S. Denisov, M. Geierhos, and Y. 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.
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2020 | Buchbeitrag | FH-PUB-ID: 1754
F. Bäumer, J. Kersting, B. Buff, and M. 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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2020 | Konferenzbeitrag | FH-PUB-ID: 1755
J. Kersting and F. 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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2019 | Artikel | FH-PUB-ID: 1756 |
F. Bäumer and M. Geierhos, “Requirements Engineering in OTF-Computing,” Scholarly Community Encyclopedia, 2019.
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2019 | Konferenzbeitrag | FH-PUB-ID: 1759 |
J. Kersting, F. Bäumer, and M. 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, Singapore, 2019, pp. 147–155.
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2019 | Konferenzbeitrag | FH-PUB-ID: 1758
F. Bäumer, B. Buff, and M. Geierhos, “Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen,” in DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts, Universitäten zu Mainz und Frankfurt, 2019, vol. 366.
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2019 | Konferenzbeitrag | FH-PUB-ID: 1760
F. Bäumer and B. 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, Prague, Czech Republic , 2019, vol. 1, pp. 129–136.
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2018 | Buchbeitrag | FH-PUB-ID: 1740
F. Bäumer and M. Geierhos, “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges,” in Natural Language Processing and Information Systems, M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, and F. Meziane, Eds. Cham: Springer International Publishing, 2018, pp. 509–513.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1742
F. Bäumer, J. Kersting, V. Kuršelis, and M. 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, Vilnius, Litauen, 2018, vol. 620, pp. 43–58.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1765 |
F. Bäumer and M. 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 , Hawaii, 2018, pp. 5746–5755.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1766 |
F. Bäumer and M. 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), Utrecht, 2018, vol. 2075, pp. 509–513.
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2018 | Buchbeitrag | FH-PUB-ID: 1741
F. Bäumer and M. 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, R. Damaševičius and G. Vasiljevienė, Eds. Cham: Springer International Publishing, 2018, pp. 559–570.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1768 |
M. Caron, F. Bäumer, and M. 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), Utrecht, 2018, vol. 2075.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1767 |
E. Friesen, F. Bäumer, and M. 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), Utrecht, 2018, vol. 2075.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1764
F. Bäumer, J. Kersting, M. Orlikowski, and M. 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), 2018, vol. 2198.
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2017 | Konferenzbeitrag | FH-PUB-ID: 1743 |
L. van Rooijen, F. Bäumer, M. C. Platenius, M. Geierhos, H. Hamann, and G. 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), Lisbon, Portugal, 2017, pp. 379–385.
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2017 | Konferenzbeitrag | FH-PUB-ID: 1747 |
F. Bäumer, M. Dollmann, and M. 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, Paderborn Germany, 2017, pp. 19–25.
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2017 | Buchbeitrag | FH-PUB-ID: 1746
F. Bäumer, N. Grote, J. Kersting, and M. Geierhos, “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews,” in Information and Software Technologies, R. Damaševičius and V. Mikašytė, Eds. Cham: Springer International Publishing, 2017, pp. 77–89.
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2017 | Buchbeitrag | FH-PUB-ID: 1770
M. Geierhos and F. Bäumer, “Guesswork? Resolving Vagueness in User-Generated Software Requirements,” in Partiality and Underspecification in Information, Languages, and Knowledge, H. Christiansen, M. D. Jiménez-López, R. Loukanova, and L. S. Moss, Eds. Cambridge Scholars Publishing, 2017, pp. 65–108.
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2017 | Dissertation | FH-PUB-ID: 1744 |
F. Bäumer, 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.
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2017 | Dissertation | FH-PUB-ID: 1745 |
F. S. Bäumer, Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen, vol. 372. Paderborn: Heinz Nixdorf Institut; UB-PAD - Paderborn University Library, 2017, pp. I–XVI, 258, Anhang XVII-XXX.
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2016 | Konferenzbeitrag | FH-PUB-ID: 1774
M. Geierhos and F. Bäumer, “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement,” in Natural language processing and information systems, Salford, UK, 2016, vol. 9612.
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2016 | Buchbeitrag | FH-PUB-ID: 1749
F. Bäumer and M. 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, vol. 639, G. Dregvaite and R. Damasevicius, Eds. Cham: Springer International Publishing, 2016, pp. 549–558.
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2016 | Buchbeitrag | FH-PUB-ID: 1748
M. Geierhos and F. Bäumer, “How to Complete Customer Requirements,” in Natural Language Processing and Information Systems, E. Métais, F. Meziane, M. Saraee, V. Sugumaran, and S. Vadera, Eds. Cham: Springer International Publishing, 2016, pp. 37–47.
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2015 | Diskussionspapier | FH-PUB-ID: 1751 |
M. Geierhos, S. Schulze, and F. Bäumer, Der zufriedene Patient 2.0 - Analyse anonymer Arztbewertungen im Web 2.0. vz-nrw (Verbraucherzentrale Nordrhein-Westfalen e. V.), 2015.
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2015 | Buchbeitrag | FH-PUB-ID: 1781
F. Bäumer, M. Geierhos, and S. 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, G. Dregvaite and R. Damasevicius, Eds. Cham: Springer International Publishing, 2015, pp. 3–15.
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2015 | Konferenzbeitrag | FH-PUB-ID: 1777 |
M. Geierhos and F. Bäumer, “Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen,” in DHd 2015: Book of Abstracts, Graz, 2015.
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2015 | Konferenzbeitrag | FH-PUB-ID: 1783
M. Geierhos, S. Schulze, and F. Bäumer, “What Did You Mean? - Facing the Challenges of User-generated Software Requirements,” in Proceedings of the International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 2015, pp. 277–283.
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2015 | Artikel | FH-PUB-ID: 1780 |
F. Bäumer, M. Dollmann, and M. Geierhos, “Find a Physician by Matching Medical Needs Described in your Own Words,” Procedia Computer Science, vol. 63, pp. 417–424, 2015.
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2015 | Buchbeitrag | FH-PUB-ID: 1750
M. Geierhos, F. Bäumer, S. Schulze, and V. Stuß, “Filtering Reviews by Random Individual Error,” in Current Approaches in Applied Artificial Intelligence, M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, and Y. Kim, Eds. Cham: Springer International Publishing, 2015, pp. 305–315.
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2015 | Konferenzbeitrag | FH-PUB-ID: 1778
M. Geierhos, F. Bäumer, S. Schulze, and V. Stuß, “‘I grade what I get but write what I think.’ Inconsistency Analysis in Patients’ Reviews,” in ECIS 2015 Completed Research Papers, Münster, 2015.
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2014 | Konferenzbeitrag | FH-PUB-ID: 1786
D.-H. Jeong, J. Gim, H. Jung, M. Geierhos, and F. 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), Nepal, 2014.
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2014 | Konferenzbeitrag | FH-PUB-ID: 1787 |
F. Bäumer, J. Gim, D.-H. Jeong, M. Geierhos, and H. 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, 2014, vol. 1292.
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63 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6084 |
R. Bourdick and F. Bäumer, “Beyond Q&A: Entwicklung eines agentenbasierten Retrieval-Augmented-Generation-Systems bei der imos AG,” presented at the Informatik Festival 2025, Potsdam, 2025.
HSBI-PUB
| Dateien verfügbar
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6182 |
F. Bäumer et al., “Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten,” vol. 2, no. 2025. 2025.
HSBI-PUB
| Dateien verfügbar
| DOI
| Download (ext.)
2025 | Konferenzbeitrag | FH-PUB-ID: 5406
S. Schultenkämper and F. 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, Laguna Hills, CA, 2025.
HSBI-PUB
| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 5407
S. Schultenkämper, V. Vovchenko, and F. 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, Laguna Hills, CA, 2025.
HSBI-PUB
| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 4453
S. Schultenkämper and F. S. Bäumer, “Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets,” in Communications in Computer and Information Science, Maastricht, Niederlande, 2024.
HSBI-PUB
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5049
F. S. Bäumer, H. Brandt-Pook, A. Matutat, F. Maoro, D. Pelkmann, and S. Schultenkämper, “Lektionen und Anwendungsfälle aus der Implementierung von Retrieval-Augmented-Generation-Systemen,” in INFORMATIK 2024 Lock-in or log out? Wie digitale Souveränität gelingt, Wiesbaden, 2024, vol. 352.
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2024 | Artikel | FH-PUB-ID: 4454 |
S. Schultenkämper and F. S. Bäumer, “Pixels versus Privacy: Leveraging Vision-Language Models for Sensitive Information Extraction,” International Journal On Advances in Security, vol. 17, no. 1+2, pp. 1–10, 2024.
HSBI-PUB
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2023 | Konferenzbeitrag | FH-PUB-ID: 3629 |
B. Sirvend, A. Stahlkopf, and F. Bäumer, “Synergien zwischen KI und menschlicher Expertise: Online-Sichtbarkeitsoptimierung durch Text-Transformation,” in INFORMATIK 2023, Berlin, 2023, vol. 337.
HSBI-PUB
| Dateien verfügbar
| DOI
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 3297 |
S. Schultenkämper and F. 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., 2023, pp. 2–5.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3296 |
S. Schultenkämper and F. 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, Nizza, 2023, pp. 2–6.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3612
S. Schultenkämper, F. Bäumer, B. Bellgrau, Y. S. Lee, and M. 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), Groningen, Niederlande, 2023.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 3606
S. Schultenkämper and F. 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, Kaunas, Lithuania, 2023.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 3614 |
S. Schultenkämper, F. Bäumer, M. Geierhos, and Y. S. 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), Valencia, Spanien, 2023.
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2023 | Konferenzbeitrag | FH-PUB-ID: 3631 |
F. Bäumer, H. Brandt-Pook, F. Maoro, S. Schultenkämper, and B. Stecker, “Von der Theorie zur Praxis: Erfahrungen bei der akademischen Begleitung von KI-Projekten in KMUs,” in INFORMATIK 2023, Berlin, 2023, vol. 337.
HSBI-PUB
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| DOI
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2023 | Buchbeitrag | FH-PUB-ID: 3247 |
F. Bäumer, W.-F. Chen, M. Geierhos, J. Kersting, and H. Wachsmuth, “Dialogue-Based Requirement Compensation and Style-Adjusted Data-To-Text Generation,” in On-The-Fly Computing - Individualized IT-services in dynamic markets, 2023.
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2022 | Konferenzbeitrag | FH-PUB-ID: 2715 |
F. Bäumer, S. Denisov, B. Sirvend, and J. 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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2022 | Konferenzbeitrag | FH-PUB-ID: 2688 |
M. Caron, F. Bäumer, and O. 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, Maui, Hawaii, 2022.
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2022 | Konferenzbeitrag | FH-PUB-ID: 2716 |
S. Denisov, F. Bäumer, and M. 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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2022 | Konferenzbeitrag | FH-PUB-ID: 2714 |
J. Spoor, J. Weber, S. Hagemann, and F. 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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2022 | Buchbeitrag | FH-PUB-ID: 2687
S. Schultenkämper and F. 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, A. Lopata, D. Gudonienė, and R. Butkienė, Eds. Cham: Springer International Publishing, 2022, pp. 136–147.
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2022 | Konferenzbeitrag | FH-PUB-ID: 2726 |
J. Kersting and F. 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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2021 | Konferenzbeitrag | FH-PUB-ID: 1753
F. Bäumer, J. Kersting, S. Denisov, and M. Geierhos, “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING,” in Proceedings of the International Conferences on WWW/Internet 2021 and Applied Computing 2021 , Lisbon, Portugal , 2021, pp. 221–225.
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2021 | Konferenzbeitrag | FH-PUB-ID: 1791
S. Denisov and F. 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, Kaunas, Lithuania, 2021, pp. 353–366.
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2021 | Konferenzbeitrag | FH-PUB-ID: 1790 |
S. Denisov and F. Bäumer, “EVALUATION OF NAMED ENTITY RECOGNITION FOR THE GERMAN E-COMMERCE DOMAIN,” in WWW/INTERNET 2021 AND APPLIED COMPUTING, Online, 2021.
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2021 | Konferenzbeitrag | FH-PUB-ID: 2717 |
F. Bäumer, S. Denisov, M. Geierhos, and Y. 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.
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2020 | Buchbeitrag | FH-PUB-ID: 1754
F. Bäumer, J. Kersting, B. Buff, and M. 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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2020 | Konferenzbeitrag | FH-PUB-ID: 1755
J. Kersting and F. 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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2019 | Artikel | FH-PUB-ID: 1756 |
F. Bäumer and M. Geierhos, “Requirements Engineering in OTF-Computing,” Scholarly Community Encyclopedia, 2019.
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2019 | Konferenzbeitrag | FH-PUB-ID: 1759 |
J. Kersting, F. Bäumer, and M. 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, Singapore, 2019, pp. 147–155.
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2019 | Konferenzbeitrag | FH-PUB-ID: 1758
F. Bäumer, B. Buff, and M. Geierhos, “Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen,” in DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts, Universitäten zu Mainz und Frankfurt, 2019, vol. 366.
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2019 | Konferenzbeitrag | FH-PUB-ID: 1760
F. Bäumer and B. 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, Prague, Czech Republic , 2019, vol. 1, pp. 129–136.
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2018 | Buchbeitrag | FH-PUB-ID: 1740
F. Bäumer and M. Geierhos, “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges,” in Natural Language Processing and Information Systems, M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, and F. Meziane, Eds. Cham: Springer International Publishing, 2018, pp. 509–513.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1742
F. Bäumer, J. Kersting, V. Kuršelis, and M. 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, Vilnius, Litauen, 2018, vol. 620, pp. 43–58.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1765 |
F. Bäumer and M. 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 , Hawaii, 2018, pp. 5746–5755.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1766 |
F. Bäumer and M. 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), Utrecht, 2018, vol. 2075, pp. 509–513.
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2018 | Buchbeitrag | FH-PUB-ID: 1741
F. Bäumer and M. 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, R. Damaševičius and G. Vasiljevienė, Eds. Cham: Springer International Publishing, 2018, pp. 559–570.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1768 |
M. Caron, F. Bäumer, and M. 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), Utrecht, 2018, vol. 2075.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1767 |
E. Friesen, F. Bäumer, and M. 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), Utrecht, 2018, vol. 2075.
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2018 | Konferenzbeitrag | FH-PUB-ID: 1764
F. Bäumer, J. Kersting, M. Orlikowski, and M. 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), 2018, vol. 2198.
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2017 | Konferenzbeitrag | FH-PUB-ID: 1743 |
L. van Rooijen, F. Bäumer, M. C. Platenius, M. Geierhos, H. Hamann, and G. 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), Lisbon, Portugal, 2017, pp. 379–385.
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2017 | Konferenzbeitrag | FH-PUB-ID: 1747 |
F. Bäumer, M. Dollmann, and M. 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, Paderborn Germany, 2017, pp. 19–25.
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2017 | Buchbeitrag | FH-PUB-ID: 1746
F. Bäumer, N. Grote, J. Kersting, and M. Geierhos, “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews,” in Information and Software Technologies, R. Damaševičius and V. Mikašytė, Eds. Cham: Springer International Publishing, 2017, pp. 77–89.
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2017 | Buchbeitrag | FH-PUB-ID: 1770
M. Geierhos and F. Bäumer, “Guesswork? Resolving Vagueness in User-Generated Software Requirements,” in Partiality and Underspecification in Information, Languages, and Knowledge, H. Christiansen, M. D. Jiménez-López, R. Loukanova, and L. S. Moss, Eds. Cambridge Scholars Publishing, 2017, pp. 65–108.
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2017 | Dissertation | FH-PUB-ID: 1744 |
F. Bäumer, 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.
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2017 | Dissertation | FH-PUB-ID: 1745 |
F. S. Bäumer, Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen, vol. 372. Paderborn: Heinz Nixdorf Institut; UB-PAD - Paderborn University Library, 2017, pp. I–XVI, 258, Anhang XVII-XXX.
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2016 | Konferenzbeitrag | FH-PUB-ID: 1774
M. Geierhos and F. Bäumer, “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement,” in Natural language processing and information systems, Salford, UK, 2016, vol. 9612.
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2016 | Buchbeitrag | FH-PUB-ID: 1749
F. Bäumer and M. 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, vol. 639, G. Dregvaite and R. Damasevicius, Eds. Cham: Springer International Publishing, 2016, pp. 549–558.
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2016 | Buchbeitrag | FH-PUB-ID: 1748
M. Geierhos and F. Bäumer, “How to Complete Customer Requirements,” in Natural Language Processing and Information Systems, E. Métais, F. Meziane, M. Saraee, V. Sugumaran, and S. Vadera, Eds. Cham: Springer International Publishing, 2016, pp. 37–47.
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2015 | Diskussionspapier | FH-PUB-ID: 1751 |
M. Geierhos, S. Schulze, and F. Bäumer, Der zufriedene Patient 2.0 - Analyse anonymer Arztbewertungen im Web 2.0. vz-nrw (Verbraucherzentrale Nordrhein-Westfalen e. V.), 2015.
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2015 | Buchbeitrag | FH-PUB-ID: 1781
F. Bäumer, M. Geierhos, and S. 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, G. Dregvaite and R. Damasevicius, Eds. Cham: Springer International Publishing, 2015, pp. 3–15.
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2015 | Konferenzbeitrag | FH-PUB-ID: 1777 |
M. Geierhos and F. Bäumer, “Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen,” in DHd 2015: Book of Abstracts, Graz, 2015.
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2015 | Konferenzbeitrag | FH-PUB-ID: 1783
M. Geierhos, S. Schulze, and F. Bäumer, “What Did You Mean? - Facing the Challenges of User-generated Software Requirements,” in Proceedings of the International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 2015, pp. 277–283.
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2015 | Artikel | FH-PUB-ID: 1780 |
F. Bäumer, M. Dollmann, and M. Geierhos, “Find a Physician by Matching Medical Needs Described in your Own Words,” Procedia Computer Science, vol. 63, pp. 417–424, 2015.
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2015 | Buchbeitrag | FH-PUB-ID: 1750
M. Geierhos, F. Bäumer, S. Schulze, and V. Stuß, “Filtering Reviews by Random Individual Error,” in Current Approaches in Applied Artificial Intelligence, M. Ali, Y. S. Kwon, C.-H. Lee, J. Kim, and Y. Kim, Eds. Cham: Springer International Publishing, 2015, pp. 305–315.
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2015 | Konferenzbeitrag | FH-PUB-ID: 1778
M. Geierhos, F. Bäumer, S. Schulze, and V. Stuß, “‘I grade what I get but write what I think.’ Inconsistency Analysis in Patients’ Reviews,” in ECIS 2015 Completed Research Papers, Münster, 2015.
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2014 | Konferenzbeitrag | FH-PUB-ID: 1786
D.-H. Jeong, J. Gim, H. Jung, M. Geierhos, and F. 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), Nepal, 2014.
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2014 | Konferenzbeitrag | FH-PUB-ID: 1787 |
F. Bäumer, J. Gim, D.-H. Jeong, M. Geierhos, and H. 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, 2014, vol. 1292.
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