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115 Publications


2023 | Book Chapter | LibreCat-ID: 45882 | OA
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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2023 | Book Chapter | LibreCat-ID: 46205
Kersting, Joschka, and Michaela Geierhos. “Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews.” Data Management Technologies and Applications, edited by Alfredo Cuzzocrea et al., vol. 1860, Springer Nature Switzerland, 2023, pp. 45–65, doi:10.1007/978-3-031-37890-4_3.
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2022 | Book Chapter | LibreCat-ID: 32179
Kersting, Joschka, et al. “Chatbot-Enhanced Requirements Resolution for Automated Service Compositions.” HCI International 2022 Posters, edited by Constantine Stephanidis et al., vol. 1580, Springer International Publishing, 2022, pp. 419--426, doi:10.1007/978-3-031-06417-3_56.
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2021 | Conference Paper | LibreCat-ID: 26049
Bäumer, Frederik Simon, et al. “IN OTHER WORDS: A NAIVE APPROACH TO TEXT SPINNING.” PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON WWW/INTERNET 2021 AND APPLIED COMPUTING 2021, IADIS, 2021, pp. 221--225.
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2021 | Book Chapter | LibreCat-ID: 17905
Kersting, Joschka, and Michaela Geierhos. “Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks.” Natural Language Processing in Artificial Intelligence -- NLPinAI 2020, edited by Roussanka Loukanova, vol. 939, Springer, 2021, pp. 163--189, doi:10.1007/978-3-030-63787-3_6.
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2021 | Conference Paper | LibreCat-ID: 22051
Kersting, Joschka, and Michaela Geierhos. “Well-Being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations.” Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), SCITEPRESS, 2021, pp. 275--284.
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2021 | Book Chapter | LibreCat-ID: 22052
Kersting, Joschka, and Michaela Geierhos. “Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting.” Natural Language Processing and Information Systems, edited by Epaminondas Kapetanios et al., vol. 12801, Springer, 2021, pp. 231--242.
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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: 15580
Kersting, Joschka, and Michaela Geierhos. “Aspect Phrase Extraction in Sentiment Analysis with Deep Learning.” Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, 2020, pp. 391--400.
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2020 | Conference Paper | LibreCat-ID: 15582
Buff, Bianca, et al. “Detection of Privacy Disclosure in the Medical Domain: A Survey.” Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020), SCITEPRESS, 2020, pp. 630--637.
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2020 | Conference Paper | LibreCat-ID: 15635
Kersting, Joschka, and Michaela Geierhos. “Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis.” Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, AAAI, 2020, pp. 282--285.
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2020 | Conference Paper | LibreCat-ID: 15256
Kersting, Joschka, and Michaela Geierhos. “What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers.” Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, SCITEPRESS, 2020, pp. 263--272.
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2019 | Encyclopedia Article | LibreCat-ID: 8312 | OA
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 | OA
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 | OA
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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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 | Journal Article | LibreCat-ID: 2331
Kim, Yeongsu, et al. “Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure.” International Journal of Advanced Science and Technology, vol. 112, SERSC Australia, 2018, pp. 123–36, doi:10.14257/ijast.2018.112.12.
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2018 | Book Chapter | LibreCat-ID: 6436
Geierhos, Michaela. “Freiraum zur individuellen Reflexion gemeinsamer Werte.” Integration und Toleranz, edited by Karin B. Schnebel and Andrea Taubenböck, 1st ed., Klemm+Oelschläger, 2018, pp. 288–92.
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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 | OA
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 | OA
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 | Book Chapter | LibreCat-ID: 1104
Geierhos, Michaela. “Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen.” Unschärfe - Der Umgang mit fehlender Eindeutigkeit, edited by Steffen Freitag et al., 1st ed., Ferdinand Schöningh, 2018, pp. 111–28.
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2018 | Conference Paper | LibreCat-ID: 1181 | OA
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 | OA
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 | OA
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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2018 | Conference Abstract | LibreCat-ID: 1379 | OA
Seemann, Nina, et al. “Supporting the Cognitive Process in Annotation Tasks.” Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft, edited by Kerstin Eckart and Dominik Schlechtweg, 2018.
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2017 | Conference Paper | LibreCat-ID: 25099
Kersting, Joschka, and Michaela Geierhos. “ Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach.” Proceedings of the 23rd International Conference on Information and Software Technologies, Communications in Computer and Information Science, edited by Robertas Damasevicius and Vilma Mikašytė, Vilma, vol. 756, Springer International Publishing, 2017, pp. 528–38.
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2017 | Book Chapter | LibreCat-ID: 25102
Geierhos, Michaela, and Frederik Simon Baeumer . “Guesswork? Resolving Vagueness in User-Generated Software Requirements.” Partiality and Underspecification in Information, Languages, and Knowledge, edited by Henning Christiansen et al., Cambridge Scholars Publishing, 2017, pp. 65–108.
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2017 | Conference Paper | LibreCat-ID: 25245
Baeumer, 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.
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2017 | Conference Paper | LibreCat-ID: 1156
Kersting, Joschka, et al. “Internet of Things Architecture for Handling Stream Air Pollution Data.” Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security, edited by Muthu Ramachandran et al., SCITEPRESS, 2017, pp. 117–24, doi:10.5220/0006354801170124.
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2017 | Conference Paper | LibreCat-ID: 1158
Seemann, Nina, et al. “Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German.” Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, Association for Computational Linguistics (ACL), 2017, pp. 40–45, doi:10.18653/v1/W17-2206.
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2017 | Book Chapter | LibreCat-ID: 1159
Kersting, Joschka, and Michaela Geierhos. “Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach.” Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, edited by Robertas Damaševičius and Vilma Mikašytė, vol. 756, Springer, 2017, pp. 528–38, doi:10.1007/978-3-319-67642-5.
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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 | 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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2017 | Journal Article | LibreCat-ID: 1098
Kim, Yeong-Su, et al. “Semantic Annotation of Software Requirements with Language Frame.” International Journal of Software Engineering for Smart Device, vol. 4, no. 2, Global Vision School Publication, 2017, pp. 1–6.
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2016 | Book Chapter | LibreCat-ID: 25260
Geierhos, Michaela. “Sentiment Analysis .” Encyclopedia {\ "a} the Business Informatics, edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25261
Geierhos, Michaela. “Webmonitoring.” Encyclopedia {\ "a} the Business Informatics, edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25263
Geierhos, Michaela. “Crawler (Focused / Not Focused).” Encyclopedia {\ "a} the Business Informatics , edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25264
Geierhos, Michaela. “Text Mining.” Encyclopedia {\ "a} the Business Informatics , edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25315
Baeumer, 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 Conference on Information and Software Technologies (ICIST 2016), edited by Giedre Dregvaite and Robertas Damasevicius, Robertas, vol. 639, Springer International Publishing, 2016, pp. 549–58.
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2016 | Conference Paper | LibreCat-ID: 25317
Geierhos, Michaela, and Frederik Simon Baeumer. “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 2016), vol. 9612, Springer, 2016, pp. 37–47.
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2016 | Book Chapter | LibreCat-ID: 25318
Stotz, Sophia Charlotte, and Michaela Geierhos. “Wie Verhalten Sich Aktion{\"a}re Bei Unternehmenszusammenschl{\"u}ssen? Modellierung Sprachlicher Muster Zur Analyse Treibender Faktoren Bei Der Berichterstattung.” DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities Als F{\"a}cher{\"u}bergreifendes Forschungsparadigma. Konferenzabstracts, Universit{\"a}t Leipzig, 2016, pp. 378–81.
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2016 | Conference Paper | LibreCat-ID: 1151 | OA
Stotz, Sophia, and Michaela Geierhos. “Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung.” DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016, Nisaba-Verlag, 2016, pp. 378–81.
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2016 | Encyclopedia Article | LibreCat-ID: 1152 | OA
Geierhos, Michaela. “Webmonitoring.” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1153 | OA
Geierhos, Michaela. “Sentimentanalyse.” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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