Kersting, J. (2023). Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München .
LibreCat: /record/44323

Kersting, J., &; Geierhos, M. (2023). Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews. In A. Cuzzocrea, O. Gusikhin, S. Hammoudi, &; C. Quix (Eds.), Data Management Technologies and Applications (Vol. 1860, pp. 45–65). Springer Nature Switzerland.https://doi.org/10.1007/978-3-031-37890-4_3 
LibreCat: /record/46205
DOI: 10.1007/978-3-031-37890-4_3

Kersting, J., Ahmed, M., &; Geierhos, M. (2022). Chatbot-Enhanced Requirements Resolution for Automated Service Compositions. In C. Stephanidis, M. Antona, &; S. Ntoa (Eds.), HCI International 2022 Posters (Vol. 1580, pp. 419--426). Springer International Publishing.https://doi.org/10.1007/978-3-031-06417-3_56 
LibreCat: /record/32179
DOI: 10.1007/978-3-031-06417-3_56

Kersting, J., &; Geierhos, M. (2021). Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks. In R. Loukanova (Ed.), Natural Language Processing in Artificial Intelligence -- NLPinAI 2020 (Vol. 939, pp. 163--189). Cham: Springer.https://doi.org/10.1007/978-3-030-63787-3_6 
LibreCat: /record/17905
DOI: 10.1007/978-3-030-63787-3_6

Kersting, J., &; Geierhos, M. (2021). Well-being in Plastic Surgery: Deep Learning Reveals Patients’ Evaluations. Proceedings of the 10th International Conference on Data Science, Technology and Applications (DATA 2021), 275--284.
LibreCat: /record/22051

Kersting, J., &; Geierhos, M. (2021). Human Language Comprehension in Aspect Phrase Extraction with Importance Weighting. In E. Kapetanios, H. Horacek, E. Métais, &; F. Meziane (Eds.), Natural Language Processing and Information Systems (Vol. 12801, pp. 231--242). Springer.
LibreCat: /record/22052

Bäumer, F. S., Kersting, J., Buff, B., &; Geierhos, M. (2020). Tag Me If You Can: Insights into the Challenges of Supporting Unrestricted P News Tagging. In L. Audrius, B. Rita, G. Daina, &; S. Vilma (Eds.), Information and Software Technologies (Vol. 1283, pp. 368--382). Kaunas, Litauen: Springer.https://doi.org/10.1007/978-3-030-59506-7_30 
LibreCat: /record/17347
DOI: https://doi.org/10.1007/978-3-030-59506-7_30

Kersting, J., &; Bäumer, F. S. (2020). SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, 119--123.
LibreCat: /record/18686

Kersting, J., &; Geierhos, M. (2020). Aspect Phrase Extraction in Sentiment Analysis with Deep Learning. In Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020) (pp. 391--400). Setúbal, Portugal: SCITEPRESS.
LibreCat: /record/15580

Buff, B., Kersting, J., &; Geierhos, M. (2020). Detection of Privacy Disclosure in the Medical Domain: A Survey. In Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020) (pp. 630--637). Setúbal, Portugal: SCITEPRESS.
LibreCat: /record/15582

Kersting, J., &; Geierhos, M. (2020). Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis. In Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference (pp. 282--285). North Miami Beach, FL, USA: AAAI.
LibreCat: /record/15635

Kersting, J., &; Geierhos, M. (2020). What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers. In Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (pp. 263--272). Setúbal, Portugal: SCITEPRESS.
LibreCat: /record/15256

Bäumer, F. S., &; Geierhos, M. (2019). Requirements Engineering in OTF-Computing. In encyclopedia.pub. Basel, Switzerland: MDPI.
LibreCat: /record/8312

Bäumer, F. S., Kersting, J., &; Geierhos, M. (2019). Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. Computers, 8(1).https://doi.org/10.3390/computers8010022 
LibreCat: /record/8424
DOI: 10.3390/computers8010022

Seemann, N., &; Merten, M.-L. (2019). UPB-Annotate: Ein maßgeschneidertes Toolkit fur historische Texte. In P. Sahle (Ed.), DHd 2019 Digital Humanities: multimedial &; multimodal. Konferenzabstracts (pp. 352–353). Frankfurt am Main, Germany: Zenodo.https://doi.org/10.5281/ZENODO.2596094 
LibreCat: /record/8529
DOI: 10.5281/ZENODO.2596094

Bäumer, F. S., Buff, B., &; Geierhos, M. (2019). Potentielle Privatsphareverletzungen aufdecken und automatisiert sichtbar machen. In P. Sahle (Ed.), DHd 2019 Digital Humanities: multimedial &; multimodal. Konferenzabstracts (pp. 192–193). Frankfurt am Main, Germany: Zenodo.https://doi.org/10.5281/zenodo.2596095 
LibreCat: /record/8532
DOI: 10.5281/zenodo.2596095

Kersting, J., Bäumer, F. S., &; Geierhos, M. (2019). In Reviews We Trust: But Should We? Experiences with Physician Review Websites. In M. Ramachandran, R. Walters, G. Wills, V. Mendez Munoz, &; V. Chang (Eds.), Proceedings of the 4th International Conference on Internet of Things, Big Data and Security (pp. 147–155). Setúbal, Portugal: SCITEPRESS.
LibreCat: /record/9613

Bäumer, F. S., &; Buff, B. (2019). 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.https://doi.org/10.5220/0007828301290136 
LibreCat: /record/12946
DOI: 10.5220/0007828301290136

Friesen, E. (2019). Requirements Engineering im OTF-Computing: Informationsextraktion und Unvollständigkeitskompensation mittels domänenspezifischer Wissensbasis. Universität Paderborn.
LibreCat: /record/13435

Bäumer, F. S., &; Geierhos, M. (2018). How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, &; F. Meziane (Eds.), Proceedings of the 23rd International Conference on Natural Language and Information Systems (Vol. 10859, pp. 509–513). Cham, Switzerland: Springer.https://doi.org/10.1007/978-3-319-91947-8_53 
LibreCat: /record/2322
DOI: 10.1007/978-3-319-91947-8_53

Kim, Y., Lee, S., Dollmann, M., &; Geierhos, M. (2018). Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure. International Journal of Advanced Science and Technology, 112, 123–136.https://doi.org/10.14257/ijast.2018.112.12 
LibreCat: /record/2331
DOI: 10.14257/ijast.2018.112.12

Geierhos, M. (2018). Freiraum zur individuellen Reflexion gemeinsamer Werte. In K. B. Schnebel &; A. Taubenböck (Eds.), Integration und Toleranz (1st ed., pp. 288–292). Ulm, Germany: Klemm+Oelschläger.
LibreCat: /record/6436

Bäumer, F. S., Kersting, J., Kurselis, V., &; Geierhos, M. (2018). Rate Your Physician: Findings from a Lithuanian Physician Rating Website. In R. Damasevidius &; G. Vasiljevien (Eds.), Communications in Computer and Information Science (Vol. 920, pp. 43–58). Cham, Switzerland: Springer.https://doi.org/10.1007/978-3-319-99972-2_4 
LibreCat: /record/4338
DOI: 10.1007/978-3-319-99972-2_4

Bäumer, F. S., &; Geierhos, M. (2018). NLP in OTF Computing: Current Approaches and Open Challenges. In R. Damasevidius &; G. Vasiljevien (Eds.), Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018) (Vol. 920, pp. 559–570). Cham, Switzerland: Springer.https://doi.org/10.1007/978-3-319-99972-2_46 
LibreCat: /record/4339
DOI: 10.1007/978-3-319-99972-2_46

Bäumer, F. S., &; Geierhos, M. (2018). Text Broom: A ML-based Tool to Detect and Highlight Privacy Breaches in Physician Reviews: An Insight into Our Current Work. In European Conference on Data Analysis 2018: Multidisciplinary Facets of Data Science - Book of Abstracts. Paderborn, Germany.
LibreCat: /record/4341

Merten, M.-L., &; Seemann, N. (2018). Analysing Constructional Change: Linguistic Annotation and Sources of Uncertainty. In F. J. García-Peñalvo (Ed.), Proceedings of the 6th International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM’18) (pp. 819–825). New York, NY, USA: ACM.https://doi.org/10.1145/3284179.3284320 
LibreCat: /record/4345
DOI: 10.1145/3284179.3284320

Bäumer, F. S., Kersting, J., Orlikowski, M., &; Geierhos, M. (2018). Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews. In A. Khalili &; M. Koutraki (Eds.), Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018) (Vol. 2198). Vienna, Austria: CEUR-WS.org.
LibreCat: /record/4349

Bäumer, F. S., &; Geierhos, M. (2018). 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 (pp. 5746–5755). Big Island, Waikoloa Village.https://doi.org/10125/50609 
LibreCat: /record/44
DOI: 10125/50609

Geierhos, M. (2018). Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen. In S. Freitag, M. Geierhos, R. Asmani, &; J. I. Haug (Eds.), Unschärfe - Der Umgang mit fehlender Eindeutigkeit (1st ed., pp. 111–128). Paderborn, Germany: Ferdinand Schöningh.
LibreCat: /record/1104

Bäumer, F. S., &; Geierhos, M. (2018). How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas. In K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari,  A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018) (Vol. 2075). Utrecht, The Netherlands: CEUR-WS.org.
LibreCat: /record/1181

Friesen, E., Bäumer, F. S., &; Geierhos, M. (2018). CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface. In K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari,  A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018) (Vol. 2075). Utrecht, The Netherlands: CEUR-WS.org.
LibreCat: /record/1182

Caron, M., Bäumer, F. S., &; Geierhos, M. (2018). Back to Basics: Extracting Software Requirements with a Syntactic Approach. In K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari,  A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018) (Vol. 2075). Utrecht, The Netherlands: CEUR-WS.org.
LibreCat: /record/1183

Seemann, N., Geierhos, M., Merten, M.-L., Tophinke, D., Wever, M. D., &; Hüllermeier, E. (2018). Supporting the Cognitive Process in Annotation Tasks. In K. Eckart &; D. Schlechtweg (Eds.), Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft.
LibreCat: /record/1379

Kersting, J., Geierhos, M., Jung, H., &; Kim, T. (2017). Internet of Things Architecture for Handling Stream Air Pollution Data. In M. Ramachandran, V. Méndez Muñoz, V. Kantere, G. Wills, R. Walters, &; V. Chang (Eds.), Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security (pp. 117–124). Setúbal, Portugal: SCITEPRESS.https://doi.org/10.5220/0006354801170124 
LibreCat: /record/1156
DOI: 10.5220/0006354801170124

Seemann, N., Merten, M.-L., Geierhos, M., Tophinke, D., &; Hüllermeier, E. (2017). Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German. In Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (pp. 40–45). Stroudsburg, PA, USA: Association for Computational Linguistics (ACL).https://doi.org/10.18653/v1/W17-2206 
LibreCat: /record/1158
DOI: 10.18653/v1/W17-2206

Kersting, J., &; Geierhos, M. (2017). Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach. In R. Damasevidius &; V. Mikasyt (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings (Vol. 756, pp. 528–538). Cham, Switzerland: Springer.https://doi.org/10.1007/978-3-319-67642-5 
LibreCat: /record/1159
DOI: 10.1007/978-3-319-67642-5

Bäumer, F. S., Grote, N., Kersting, J., &; Geierhos, M. (2017). Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews. In R. Damasevidius &; V. Mikasyt (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings (Vol. 756, pp. 77–89). Cham, Switzerland: Springer.https://doi.org/10.1007/978-3-319-67642-5_7 
LibreCat: /record/1161
DOI: 10.1007/978-3-319-67642-5_7

Geierhos, M., &; Bäumer, F. S. (2017). Guesswork? Resolving Vagueness in User-Generated Software Requirements. In H. Christiansen, M. D. Jiménez-López, R. Loukanova, &; L. S. Moss (Eds.), Partiality and Underspecification in Information, Languages, and Knowledge (1st ed., pp. 65–108). Newcastle upon Tyne, UK: Cambridge Scholars Publishing.
LibreCat: /record/93

Bäumer, F. S., Dollmann, M., &; Geierhos, M. (2017). Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In F. Sarro, E. Shihab, M. Nagappan, M. C. Platenius, &; D. Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics (pp. 19–25). New York, NY, USA: ACM.https://doi.org/10.1145/3121264.3121269 
LibreCat: /record/57
DOI: 10.1145/3121264.3121269

Bäumer, F. S. (2017). Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn.https://doi.org/10.17619/UNIPB/1-157 
LibreCat: /record/89
DOI: 10.17619/UNIPB/1-157

van Rooijen, L., Bäumer, F. S., Platenius, M. C., Geierhos, M., Hamann, H., &; Engels, G. (2017). 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) (pp. 379–385). Piscataway, NJ, USA: IEEE.https://doi.org/10.1109/REW.2017.26 
LibreCat: /record/97
DOI: 10.1109/REW.2017.26

Kim, Y.-S., Lee, S.-W., Dollmann, M., &; Geierhos, M. (2017). Semantic Annotation of Software Requirements with Language Frame. International Journal of Software Engineering for Smart Device, 4(2), 1–6.
LibreCat: /record/1098

Stotz, S., &; Geierhos, M. (2016). Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung. In DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016 (pp. 378–381). Duisburg, Germany: Nisaba-Verlag.
LibreCat: /record/1151

Geierhos, M. (2016). Webmonitoring. In N. Gronau, J. Becker, E. Sinz, L. Suhl, &; J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.
LibreCat: /record/1152

Geierhos, M. (2016). Sentimentanalyse. In N. Gronau, J. Becker, E. Sinz, L. Suhl, &; J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.
LibreCat: /record/1153

Geierhos, M. (2016). Text Mining. In N. Gronau, J. Becker, E. Sinz, L. Suhl, &; J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.
LibreCat: /record/1154

Geierhos, M. (2016). Crawler (fokussiert / nicht fokussiert). In N. Gronau, J. Becker, E. Sinz, L. Suhl, &; J. M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik (9th ed.). Berlin, Germany: GITO-Verlag.
LibreCat: /record/1155

Dollmann, M., &; Geierhos, M. (2016). On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP) (pp. 1807–1816). Austin, TX, USA: Association for Computational Linguistics (ACL).
LibreCat: /record/176

Geierhos, M., &; Bäumer, F. S. (2016). How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement. In E. Métais, F. Meziane, M. Saraee, V. Sugumaran, &; S. Vadera (Eds.), Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB) (Vol. 9612, pp. 37–47). Cham, Switzerland: Springer.https://doi.org/10.1007/978-3-319-41754-7_4 
LibreCat: /record/191
DOI: 10.1007/978-3-319-41754-7_4

Bäumer, F. S., &; Geierhos, M. (2016). Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions. In G. Dregvaite &; R. Damasevicius (Eds.), Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST) (Vol. 639, pp. 549–558). Cham, Switzerland: Springer.https://doi.org/10.1007/978-3-319-46254-7_44 
LibreCat: /record/158
DOI: 10.1007/978-3-319-46254-7_44