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35 Publications
2023 | Book Chapter | LibreCat-ID: 45882 | 
Bäumer, Frederik Simon, et al. “Dialogue-Based Requirement Compensation and Style-Adjusted Data-to-Text Generation.” On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 65–84, doi:10.5281/zenodo.8068456.
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2022 | Conference Paper | LibreCat-ID: 31054
Kersting, Joschka, and Frederik Simon Bäumer. “Implicit Statements in Healthcare Reviews: A Challenge for Sentiment Analysis.” 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, edited by Joschka Kersting, IARIA, 2022, pp. 5–9.
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2020 | Book Chapter | LibreCat-ID: 17347
Bäumer, Frederik Simon, et al. “Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P2P News Tagging.” Information and Software Technologies, edited by Lopata Audrius et al., vol. 1283, Springer, 2020, pp. 368--382, doi:https://doi.org/10.1007/978-3-030-59506-7_30.
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2020 | Conference Paper | LibreCat-ID: 18686
Kersting, Joschka, and Frederik Simon Bäumer. “SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH.” PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.
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2019 | Encyclopedia Article | LibreCat-ID: 8312 |
Bäumer, Frederik Simon, and Michaela Geierhos. “Requirements Engineering in OTF-Computing.” Encyclopedia.Pub, MDPI, 2019.
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2019 | Journal Article | LibreCat-ID: 8424 |
Bäumer, Frederik Simon, et al. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” Computers, vol. 8, no. 1, 22, MDPI AG, Basel, Switzerland, 2019, doi:10.3390/computers8010022.
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2019 | Conference Abstract | LibreCat-ID: 8532 |
Bäumer, Frederik Simon, et al. “Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen.” DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts, edited by Patrick Sahle, Zenodo, 2019, pp. 192–93, doi:10.5281/zenodo.2596095.
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2019 | Conference Paper | LibreCat-ID: 9613
Kersting, Joschka, et al. “In Reviews We Trust: But Should We? Experiences with Physician Review Websites.” Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, edited by Muthu Ramachandran et al., SCITEPRESS, 2019, pp. 147–55.
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2019 | Conference Paper | LibreCat-ID: 12946
Bäumer, Frederik Simon, and Bianca Buff. “How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness.” Proceedings of the 8th International Conference on Data Science, Technology and Applications, 2019, doi:10.5220/0007828301290136.
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2018 | Book Chapter | LibreCat-ID: 2322
Bäumer, Frederik Simon, and Michaela Geierhos. “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.” Proceedings of the 23rd International Conference on Natural Language and Information Systems, edited by Max Silberztein et al., vol. 10859, Springer, 2018, pp. 509–13, doi:10.1007/978-3-319-91947-8_53.
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2018 | Book Chapter | LibreCat-ID: 4338
Bäumer, Frederik Simon, et al. “Rate Your Physician: Findings from a Lithuanian Physician Rating Website.” Communications in Computer and Information Science, edited by Robertas Damaševičius and Giedrė Vasiljevienė, vol. 920, Springer, 2018, pp. 43–58, doi:10.1007/978-3-319-99972-2_4.
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2018 | Conference Paper | LibreCat-ID: 4339
Bäumer, Frederik Simon, and Michaela Geierhos. “NLP in OTF Computing: Current Approaches and Open Challenges.” Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), edited by Robertas Damaševičius and Giedrė Vasiljevienė, vol. 920, Springer, 2018, pp. 559–70, doi:10.1007/978-3-319-99972-2_46.
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2018 | Conference Abstract | LibreCat-ID: 4341
Bäumer, Frederik Simon, and Michaela Geierhos. “Text Broom: A ML-Based Tool to Detect and Highlight Privacy Breaches in Physician Reviews: An Insight into Our Current Work.” European Conference on Data Analysis 2018: Multidisciplinary Facets of Data Science - Book of Abstracts, 2018.
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2018 | Conference Paper | LibreCat-ID: 4349 |
Bäumer, Frederik Simon, et al. “Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews.” 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), edited by Ali Khalili and Maria Koutraki, vol. 2198, 97, CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 44 |
Bäumer, Frederik Simon, and Michaela Geierhos. “Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-Based Configuration of Text Analysis Pipelines.” Proceedings of the 51st Hawaii International Conference on System Sciences, 2018, pp. 5746–55, doi:10125/50609.
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2018 | Conference Paper | LibreCat-ID: 1181 |
Bäumer, Frederik Simon, and Michaela Geierhos. “How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas.” 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), edited by Klaus Schmid et al., vol. 2075, CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 1182 |
Friesen, Edwin, et al. “CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface.” 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), edited by Klaus Schmid et al., vol. 2075, CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 1183 |
Caron, Matthew, et al. “Back to Basics: Extracting Software Requirements with a Syntactic Approach.” 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), edited by Klaus Schmid et al., vol. 2075, CEUR-WS.org, 2018.
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2017 | Book Chapter | LibreCat-ID: 1161
Bäumer, Frederik Simon, et al. “Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews.” Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, edited by Robertas Damaševičius and Víctor Mikašytė, vol. 756, Springer, 2017, pp. 77–89, doi:10.1007/978-3-319-67642-5_7.
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2017 | Book Chapter | LibreCat-ID: 93
Geierhos, Michaela, and Frederik Simon Bäumer. “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” Partiality and Underspecification in Information, Languages, and Knowledge, edited by Henning Christiansen et al., 1st ed., Cambridge Scholars Publishing, 2017, pp. 65–108.
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2017 | Conference Paper | LibreCat-ID: 57
Bäumer, Frederik Simon, et al. “Studying Software Descriptions in SourceForge and App Stores for a Better Understanding of Real-Life Requirements.” Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, edited by Federica Sarro et al., ACM, 2017, pp. 19–25, doi:10.1145/3121264.3121269.
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2017 | Dissertation | LibreCat-ID: 89
Bäumer, Frederik Simon. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn, 2017, doi:10.17619/UNIPB/1-157.
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2017 | Conference Paper | LibreCat-ID: 97
van Rooijen, Lorijn, et al. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), IEEE, 2017, pp. 379–85, doi:10.1109/REW.2017.26.
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2016 | Conference Paper | LibreCat-ID: 191
Geierhos, Michaela, and Frederik Simon Bäumer. “How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement.” Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB), edited by Elisabeth Métais et al., vol. 9612, Springer, 2016, pp. 37–47, doi:10.1007/978-3-319-41754-7_4.
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2016 | Conference Paper | LibreCat-ID: 158
Bäumer, Frederik Simon, and Michaela Geierhos. “Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions.” Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST), edited by Giedre Dregvaite and Robertas Damasevicius, vol. 639, Springer, 2016, pp. 549–58, doi:10.1007/978-3-319-46254-7_44.
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2015 | Book Chapter | LibreCat-ID: 293
Geierhos, Michaela, et al. “Filtering Reviews by Random Individual Error.” Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015), edited by Moonis Ali et al., vol. 9101, Springer, 2015, pp. 305–15, doi:10.1007/978-3-319-19066-2_30.
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2015 | Conference Paper | LibreCat-ID: 1142 |
Geierhos, Michaela, and Frederik Simon Bäumer. “Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen.” DHd 2015: Book of Abstracts, ZIM-ACDH, 2015, pp. 69–72.
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2015 | Conference Paper | LibreCat-ID: 1145
Geierhos, Michaela, et al. “‘I Grade What I Get but Write What I Think.’ Inconsistency Analysis in Patients’ Reviews.” ECIS 2015 Completed Research Papers, 55, Elsevier, 2015, doi:10.18151/7217324.
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2015 | Working Paper | LibreCat-ID: 1147
Geierhos, Michaela, et al. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Vol. 3, Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW, 2015, doi:10.15501/kvfwp_3.
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2015 | Conference Paper | LibreCat-ID: 1148
Bäumer, Frederik Simon, et al. “Find a Physician by Matching Medical Needs Described in Your Own Words.” The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops, edited by Elhadi M. Shakshuki, vol. 63, Elsevier, 2015, pp. 417–24, doi:10.1016/j.procs.2015.08.362.
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2015 | Book Chapter | LibreCat-ID: 1149
Bäumer, Frederik Simon, et al. “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.” Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings, edited by Giedre Dregvaite and Robertas Damasevicius, vol. 538, Springer, 2015, pp. 3–15, doi:10.1007/978-3-319-24770-0_1.
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2015 | Book Chapter | LibreCat-ID: 1150
Geierhos, Michaela, et al. “Understanding the Patient 2.0: Gaining Insight into Patients’ Rating Behavior by User-Generated Physician Review Mining.” Modeling and Using Context. 9th International and Interdisciplinary Conference, CONTEXT 2015, Lanarca, Cyprus, November 2-6, 2015. Proceedings, edited by Henning Christiansen et al., vol. 9405, Springer, 2015, pp. 159–71, doi:10.1007/978-3-319-25591-0_12.
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2015 | Conference Paper | LibreCat-ID: 231
Geierhos, Michaela, et al. “What Did You Mean? Facing the Challenges of User-Generated Software Requirements.” Proceedings of the 7th International Conference on Agents and Artificial Intelligence (ICAART), Special Session on Partiality, Underspecification, and Natural Language Processing (PUaNLP 2015), edited by Stephane Loiseau et al., SciTePress - Science and Technology Publications, 2015, pp. 277–83, doi:10.5220/0005346002770283.
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2014 | Conference Paper | LibreCat-ID: 1130
Jeong, Do-Heon, et al. “Comparative Study on Disambiguating Acronyms in the Scientific Papers Using the Open Knowledge Base.” Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014), 2014, pp. 369–71.
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2014 | Conference Paper | LibreCat-ID: 1137 |
Bäumer, Frederik Simon, et al. “Linked Open Data System for Scientific Data Sets.” Proceedings of the First International Workshop on Patent Mining and Its Applications (IPaMin 2014) Co-Located with Konvens 2014, edited by Hanmin Jung et al., vol. 1292, CEUR-WS.org, 2014.
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