Humboldt-Universität zu Berlin - Mathematisch-Naturwissenschaftliche Fakultät - Didaktik der Informatik | Informatik und Gesellschaft

Nathalie Rzepka, M.Sc.

 

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E-Mail: nathalie.rzepka@hu-berlin.de 

Nathalie ist seit Januar 2021 als externe Doktorandin in der Forschungsgruppe von Prof. Dr. Pinkwart tätig. Sie arbeitet an der Hochschule für Technik und Wirtschaft (HTW) Berlin und promoviert im Rahmen eines Verbundprojekts über die Wirksamkeit von KI-basierten Lernumgebungen für den Erwerb von Rechtschreib- und Grammatikkenntnissen.

Nathalie hat ihren Masterabschluss an der Hochschule für Technik und Wirtschaft im September 2020 erworben. In ihrer Masterarbeit entwickelte sie in Zusammenarbeit mit der Mercedes-Benz GmbH eine Microservice-Architektur zur Pseudonymisierung von Fahrzeugdaten.

Forschungsinteressen:

  • Adaptives online learning
  • Sprachen lernen
  • Learning Analytics und Diskriminierung

Publications

 

@inbook{Rzepka2023d, author = "N. Rzepka and K. Simbeck and N. Pinkwart", title = "Learning Analytics und Diskriminierung", year = 2023, booktitle = "Datafizierung (in) der Bildung. Kritische Perspektiven auf digitale Vermessung in pädagogischen Kontexten", publisher = "transcript", pages = "211-228", url = "https://www.transcript-verlag.de/media/pdf/b0/d7/91/oa9783839465820.pdf", isbn = "978-3-8376-6582-6", editor = "M. Schiefner-Rohs and S. Hofhues and A. Breiter" } @inproceedings{Rzepka2023c, author = "N. Rzepka and K. Simbeck and H. Müller and M. Bültemann and N. Pinkwart", title = "Show me the numbers! - Student-facing Interventions in Adaptive Learning Environments for German Spelling", year = 2023, booktitle = "21. Fachtagung Bildungstechnologien (DELFI)", publisher = "Gesellschaft für Informatik e.V.", pages = "289-290", doi = "10.18420/delfi2023-59", url = "https://dl.gi.de/items/d9ecb8a7-a336-4889-87ee-48eb333b079d", isbn = "978-3-88579-732-6" } @inproceedings{Rzepka2023b, author = "N. Rzepka and K. Simbeck and H.-G. Müller and N. Pinkwart", title = "Go with the Flow: Personalized Task Sequencing Improves Online Language Learning", year = 2023, journal = "International Conference on Artificial Intelligence in Education", pages = "90-101", month = "Jul", doi = "10.1007/978-3-031-36272-9_8" } @article{Rzepka2023a, author = "N. Rzepka and L. Fernsel and H.-G. Müller and K. Simbeck and N. Pinkwart", title = "Unbias me! Mitigating Algorithmic Bias for Less-studied Demographic Groups in the Context of Language Learning Technology.", year = 2023, journal = "Computer-Based Learning in Context", volume = 6, number = 1, pages = "1-23", month = "May", doi = "10.5281/zenodo.7996194", url = "https://learninganalytics.upenn.edu/CBLC/inpress/article-6-1-1.html" } @article{Rzepka2022e, author = "N. Rzepka and K. Simbeck and H.-G. Müller", title = "Impact of the Covid-19 pandemic on students’ spelling ability", year = 2022, journal = "Research on Education and Media", volume = 14, number = 2, pages = "57-63", doi = "https://doi.org/10.2478/rem-2022-0022", url = "https://sciendo.com/article/10.2478/rem-2022-0022" } @inproceedings{rzepka2022adaptive, author = "N. Rzepka and K. Simbeck and H.-G. Müller and N. Pinkwart", title = "Adaptive Learning as a Service--A concept to extend digital learning platforms?", year = 2022, journal = "20. Fachtagung Bildungstechnologien (DELFI)", publisher = "Gesellschaft für Informatik eV" } @inproceedings{csedu22, author = "N. Rzepka and K. Simbeck and H.-G. Müller and N. Pinkwart", title = "An Online Controlled Experiment Design to Support the Transformation of Digital Learning towards Adaptive Learning Platforms", year = 2022, booktitle = "Proceedings of the 14th International Conference on Computer Supported Education - Volume 2: CSEDU,", publisher = "SciTePress", pages = "139-146", doi = "10.5220/0010984000003182", isbn = "978-989-758-562-3" } @inproceedings{csedu22, author = "N. Rzepka and K. Simbeck and H.-G. Müller and N. Pinkwart", title = "Fairness of In-session Dropout Prediction", year = 2022, booktitle = "Proceedings of the 14th International Conference on Computer Supported Education - Volume 2: CSEDU,", publisher = "SciTePress", pages = "316-326", doi = "10.5220/0010962100003182", isbn = "978-989-758-562-3" } @inproceedings{csedu22, author = "N. Rzepka and K. Simbeck and H.-G. Müller and N. Pinkwart", title = "Keep It Up: In-session Dropout Prediction to Support Blended Classroom Scenarios", year = 2022, booktitle = "Proceedings of the 14th International Conference on Computer Supported Education - Volume 2: CSEDU,", publisher = "SciTePress", pages = "131-138", doi = "10.5220/0010969000003182", isbn = "978-989-758-562-3" } @inproceedings{Rzepka2021a, author = "N. Rzepka and H.-G. Mueller and K. Simbeck", title = "What you apply is not what you learn! Examining students' strategies in German capitalization tasks.", year = 2021, journal = "International Conference on Educational Data Mining" }