Frank Krüger
Prof. Dr.-Ing.Berufungsgebiet: Data Science and Machine LearningProfessorArbeitsbereich InformatikProfessorElektrotechnik und InformatikProfessorArbeitsbereich Allgemeine ElektrotechnikHaus 2 · Raum 204bPh.-Müller-Straße · 23966 Wismar
Arbeitsbereich
Stud.IP
Dokumente
Veranstaltungen
Termine
Meine Forschungsinteressen umfassen Data Science, Natural Language Processing und Forschungsdatenmanagement. Meine Arbeit konzentriert sich auf Methoden für das Informations- und Datenmanagement unter Verwendung von Techniken der natürlichen Sprachverarbeitung und des Data Mining in verschiedenen Disziplinen wie den Lebens-, Natur- und Informationswissenschaften, aber auch den Digital Humanities und der Theologie.
Ausgewählte neue Publikationen
2024
- Christoph Werner, Zacharias Shoukry, Soham Al-Suadi, and Frank Krüger. “A Corpus of Biblical Names in the Greek NewTestament to Study the Additions, Omissions, andVariations across Different Manuscripts.” In Proceedings of the First International Workshop of Semantic Digital Humanities (SemDH 2024)co-Located with the European Semantic Web Conference 2024 (ESWC 2024), edited by Oleksandra Bruns, Andrea Poltronieri, Lise Stork, and Tabea Tietz, 2024. https://ceur-ws.org/Vol-3724/paper6.pdf.
- Frederike van Oorschot and Frank Krüger. “Theology as Open Science?” Cursor_ Zeitschrift Für Explorative Theologie, July 2024. https://doi.org/10.21428/fb61f6aa.6a13e118.
- Frederike van Oorschot and Frank Krüger. “Theologie Als Open Science? Theologische Und Informatische Perspektiven Auf Die Schnittstellen von Theologie Und Digitaler Forschung.” Theologische Literaturzeitung, no. 6 (June 2024). https://www.thlz.com/artikel/25216/?recherche=&o=a&von=2024&s=1#r214.
- David Schindler, Tazin Hossain, Sascha Spors, and Frank Krüger. “A Multi-Level Analysis of Data Quality for Formal Software Citation.” Quantitative Science Studies, 2024. https://doi.org/10.1162/qss_a_00309.
- Georg Rehm, Sonja Schimmler, Stefan Dietze, and Frank Krüger, eds. Proceedings of the Workshop on Natural Scientific Language Processing and Research Knowledge Graphs (NSLP 2024; Co-Located with ESWC 2024). Lecture Notes in Artificial Intelligence (LNAI). Springer, 2024. https://doi.org/10.1007/978-3-031-65794-8
- Frank Krüger, Saurav Karmakar, and Stefan Dietze. “SOMD@NSLP2024: Overview and Insights from the Software Mention Detection Shared Task.” In Proceedings of the Workshop on Natural Scientific Language Processing and Research Knowledge Graphs (NSLP 2024; Co-Located with ESWC 2024), edited by Georg Rehm and Sonja Schimmler and Stefan Dietze and Frank Krüger. Hersonissos, Greece, 2024. https://doi.org/10.1007/978-3-031-65794-8_17
- Frank Krüger, Dagmar Waltemath, Ralf Ludwig, Max Schröder, Ulrike Henny-Krahmer, Sascha Spors, Stefan Scheel, et al. “Bedarfsermittlung Für Die FDM-Landesinitiative in Mecklenburg-Vorpommern.” Zenodo, March 2024. https://doi.org/10.5281/zenodo.10798387.
- Gierend, Kerstin, Frank Krüger, Sascha Genehr, Francisca Hartmann, Fabian Siegel, Dagmar Waltemath, Thomas Ganslandt, and Atinkut Alamirrew Zeleke. “Provenance Information for Biomedical Data and Workflows: A Scoping Review.” Journal of Medical Internet Research, 2024. https://doi.org/10.2196/51297.
2023
- David Schindler, Erjia Yan, Sascha Spors and Frank Krüger, "Retracted articles use less free and open-source software and cite it worse". Quantitative Science Studies. November 2023 10.1162/qss_a_00275 codedata
- David Schindler, Tazin Hossain, Sascha Spors and Frank Krüger "A multi-level analysis of data quality for formal software citation", Arxiv, July 2023. preprint
- Max Schröder and Sascha Genehr and Rüdiger Köhling and Stefan Schmidt and Ralf Schneider and Sascha Spors and Gero Szepannek and Dagmar Waltemath and Frank Krüger, "A survey on the current status of Research Data Management in Mecklenburg-Vorpommern: Preliminary results for a questionnaire study among researchers" in Proceedings of the 1st Conference on Research Data Infrastructure (CoRDI), Karlsruhe, Germany, September 2023. 10.52825/cordi.v1i.303data
- Sascha Genehr, Meike Bielfeldt, Max Schröder, Susanne Stählke, Barbara Nebe, Sascha Spors and Frank Krüger, “Modelling three dimensions of provenance for wet-lab experiments: prospective, retrospective, and evolution,” in Proceedings of 3rd Workshop on Metadata and Research (objects) Management for Linked Open Science in conjunction with the Extended Semantic Web Conference, Hersonissos, Greece, May 2023. 10.4126/FRL01-006444990data
- Kerstin Gierend, Judith A.H. Wodke, Sascha Genehr, Robert Gött, Ron Henkel, Frank Krüger, Markus Mandalka, Lea Michaelis, Alexander Scheuerlein, Max Schröder, Atinkut Zeleke and Dagmar Waltemath, "TAPP: Defining standard provenance information for clinical research data and workflows - Obstacles and opportunities", Companion Proceedings of the {ACM} Web Conference 2023, April, 2023. 10.1145/3543873.3587562
- David Schindler, Erjia Yan, Sascha Spors and Frank Krüger, “Software use in retracted papers” in Proceedings of the 19th International Conference on Scientometrics & Informetrics (ISSI), Bloomington, Indiana, USA, July. 2023. abstract
- Kerstin Gierend, Frank Krüger, Sascha Genehr, Francisca Hartmann, Fabian Siegel, Dagmar Waltemath, Thomas Ganslandt, Atinkut Alamirrew Zeleke, "Capturing provenance information for biomedical data and workflows: A scoping review", Research Square Platform LLC, Preprint, February 2023. preprint
-2022
- David Schindler, Sascha Spors, Burcu Demiray, and Frank Krüger. "Automatic Behavior Assessment from Uncontrolled Everyday Audio Recordings by Deep Learning" Sensors 22, no. 22: 8617. November, 2022. 10.3390/s22228617
- Max Schröder, Susanne Staehlke, Paul Groth, J. Barbara Nebe, Sascha Spors, Frank Krüger, "Structure-based knowledge acquisition from electronic lab notebooks for researchdata provenance documentation", Journal of Biomedical Semantics, vol. 13, January, 2022. 10.1186/s13326-021-00257-x code data
- David Schindler, Felix Bensmann, Stefan Dietze, Frank Krüger, "The role of software in science: a knowledge graph-based analysis of software mentions in PubMed Central", PeerJ Computer Science, vol. 8, pp. e835, January, 2022. 10.7717/peerj-cs.835 code data web
- David Schindler, Felix Bensmann, Stefan Dietze, Frank Krüger, "SoMeSci—A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles", Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM '21), November1--5, 2021. 10.1145/3459637.3482017 preprint code data web
- David Schindler, Benjamin Zapilko, Frank Krüger, "Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach", The Semantic Web, no. 12123, pp. 271–286, May, 2020. 10.1007/978-3-030-49461-2_16 preprint data code web
Lehre
- Software Engineering: Einführung in die Methoden der Softwareentwicklung, SS 2023
- Machine Learning / Wissensextraktion, SS 2023
- Wissensbasierte Systeme: Wissensrepräsentation und Wissensgraphen, WS 2022/23
- Künstliche Intelligenz: Wissensrepräsentation und automatisches Problemlösen, WS 2022/23