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91 Publications


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: 8529 | OA
Seemann, Nina, and Marie-Luis Merten. “UPB-Annotate: Ein maßgeschneidertes Toolkit für historische Texte.” DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts, edited by Patrick Sahle, Zenodo, 2019, pp. 352–53, doi:10.5281/ZENODO.2596094.
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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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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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2019 | Bachelorsthesis | LibreCat-ID: 13435
Friesen, Edwin. Requirements Engineering im OTF-Computing: Informationsextraktion und Unvollständigkeitskompensation mittels domänenspezifischer Wissensbasis. Universität Paderborn, 2019.
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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: 4345
Merten, Marie-Luis, and Nina Seemann. “Analysing Constructional Change: Linguistic Annotation and Sources of Uncertainty.” Proceedings of the 6th International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM’18), edited by Francisco José García-Peñalvo, ACM, 2018, pp. 819–25, doi:10.1145/3284179.3284320.
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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: 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 | 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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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 | 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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2016 | Encyclopedia Article | LibreCat-ID: 1154 | OA
Geierhos, Michaela. “Text Mining.” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1155 | OA
Geierhos, Michaela. “Crawler (fokussiert / nicht fokussiert).” Enzyklopädie der Wirtschaftsinformatik, edited by Norbert Gronau et al., 9th ed., GITO-Verlag, 2016.
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2016 | Conference Paper | LibreCat-ID: 176 | OA
Dollmann, Markus, and Michaela Geierhos. “On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements.” Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics (ACL), 2016, pp. 1807–16.
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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: 1141
Stuß, Valentina, and Michaela Geierhos. “Identifikation kognitiver Effekte in Online-Bewertungen.” DHd 2015: Book of Abstracts, ZIM-ACDH, 2015, pp. 239–43.
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2015 | Conference Paper | LibreCat-ID: 1142 | OA
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 | Journal Article | LibreCat-ID: 1143 | OA
Geierhos, Michaela, and Sabine Schulze. “Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes.” ForschungsForum Paderborn, vol. 18, Universität Paderbon, 2015, pp. 14–19.
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2015 | Conference Paper | LibreCat-ID: 1144
Stotz, Sophia, et al. “Interpersonal Relations in Biographical Dictionaries. A Case Study.” Proceedings of the First Conference on Biographical Data in a Digital World 2015, edited by Serge ter Braake et al., vol. 1399, CEUR-WS.org, 2015, pp. 74–80.
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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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