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Dr. Elisabeth Bauer

Akademische R?tin auf Zeit
Learning Analytics and Educational Data Mining
Telefon: +49 (0) 821 598 4349
E-Mail:
Raum: 7018 (BCM)
Sprechzeiten: nach Vereinbarung
Adresse: Alter Postweg 101 (Büro Center Messe), 86159 Augsburg

Lebenslauf

Elisabeth Bauer graduated from LMU Munich with a Bachelor's degree in Educational Sciences (major) and Psychology (minor) and a Master's degree in Psychology in the Learning Sciences. From 2017 to 2023, she worked as a research associate at the Chair of Education and Educational Psychology at LMU Munich; during this time, she completed her PhD, working on the BMBF project FAMULUS on facilitating diagnostic reasoning and argumentation in medical and teacher education using simulations and AI-based automatic adaptive feedback (2017-2020); from 2019 to 2021, her research was funded through a fellowship position in the REASON international doctoral program of the Elite Network of Bavaria; from 2022 to 2023, she was a postdoctoral researcher at the Chair of Education and Educational Psychology at LMU Munich. In 2023 to 2024, she was a postdoctoral researcher at the Technical University of Munich, Chair of Educational Psychology, where she contributed to the COSIMA research group funded by the German Research Foundation (DFG). Since 2024 she is an Assistant Professor (Akademische R?tin auf Zeit) at the University of Augsburg, Chair of Learning Analytics & Educational Data Mining, and a Fellow at the CIDER College for Interdisciplinary Educational Research, funded by the Leibniz Education Research Network (LERN) and the Jacobs Foundation.

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Forschungsschwerpunkte

  • Adaptive learning technologies
  • Simulation-based learning
  • Learning analytics
  • AI in education
  • Reasoning and argumentation?

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Lehrveranstaltungen

(Angewandte Filter: Semester: aktuelles | Dozenten: Elisabeth Bauer | Vorlesungsarten: alle)
Name Semester Typ
Tutorium: Mixed Methods Wintersemester 2024/25 Tutorium
Tutorium: Measurement and assessment methods Wintersemester 2024/25 Tutorium
Psychologie II für Lehramtsstudierende - Bedingungen von Lehr-Lernprozessen Wintersemester 2024/25 Vorlesung
Learning by Design: Simulationen für das Lehramtsstudium Wintersemester 2024/25 Seminar
Measurement and assessment methods Wintersemester 2024/25 Seminar
Mixed Methods Wintersemester 2024/25 Seminar

Publikationen

2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018

2025

Bauer, Elisabeth, Sailer, Michael, Niklas, Frank, Greiff, Samuel, Sarbu‐Rothsching, Sven, Zottmann, Jan M., Kiesewetter, Jan, Stadler, Matthias, Fischer, Martin R., Seidel, Tina, Urhahne, Detlef, Sailer, Maximilian, & Fischer, Frank (2025). AI‐based adaptive feedback in simulations for teacher education: an experimental replication in the field. https://doi.org/10.1111/jcal.13123
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2024

Nickl, Michael, Sommerhoff, Daniel, Radkowitsch, Anika, Huber, Sina A., Bauer, Elisabeth, Ufer, Stefan, Plass, Jan L., & Seidel, Tina (2024). Effects of real-time adaptivity of scaffolding: supporting pre-service mathematics teachers' assessment skills in simulations. https://doi.org/10.1016/j.learninstruc.2024.101994
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Bauer, Elisabeth, Sailer, Michael, Kiesewetter, Jan, Fischer, Martin R., Gurevych, Iryna, & Fischer, Frank (2024). Facilitating justification, disconfirmation, and transparency in?diagnostic argumentation: effects of automatic adaptive feedback in teacher education. https://doi.org/10.1024/1010-0652/a000363
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Bichler, Sarah, Sailer, Michael, Bauer, Elisabeth, Kiesewetter, Jan, H?rtl, Hanna, Fischer, Martin R., & Fischer, Frank (2024). Promoting diagnostic reasoning in teacher education: the role of case format and perceived authenticity. https://doi.org/10.1007/s10212-024-00874-x
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Sailer, Michael, Ninaus, Manuel, Huber, Stefan E., Bauer, Elisabeth, & Greiff, Samuel (2024). The end is the beginning is the end: the closed-loop learning analytics framework. https://doi.org/10.1016/j.chb.2024.108305
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Kosel, Christian, Bauer, Elisabeth, & Seidel, Tina (2024). Where experience makes a difference: teachers' judgment accuracy and diagnostic reasoning regarding student learning characteristics. https://doi.org/10.3389/fpsyg.2024.1278472
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2023

Sailer, Michael, Bauer, Elisabeth, Hofmann, Riikka, Kiesewetter, Jan, Glas, Julia, Gurevych, Iryna, & Fischer, Frank (2023). Adaptive feedback from artificial neural networks facilitates pre-service teachers' diagnostic reasoning in simulation-based learning. https://doi.org/10.1016/j.learninstruc.2022.101620
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Greisel, Martin, Bauer, Elisabeth, Kuznetsov, Ilia, Berndt, Markus, Dresel, Markus, Fischer, Martin R., Kollar, Ingo, & Fischer, Frank (2023). How to use theory to implement natural language processing for peer-feedback. https://doi.org/10.22318/cscl2023.108887
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Bauer, Elisabeth, Greisel, Martin, Kuznetsov, Ilia, Berndt, Markus, Kollar, Ingo, Dresel, Markus, Fischer, Martin R., & Fischer, Frank (2023). Using natural language processing to support peer‐feedback in the age of artificial intelligence: a cross‐disciplinary framework and a research agenda. https://doi.org/10.1111/bjet.13336
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2022

Bauer, Elisabeth, Sailer, Michael, Kiesewetter, Jan, Fischer, Martin R., & Fischer, Frank (2022). Diagnostic argumentation in teacher education: making the case for justification, disconfirmation, and transparency. https://doi.org/10.3389/feduc.2022.977631
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Kiesewetter, Jan, Hege, Inga, Sailer, Michael, Bauer, Elisabeth, Schulz, Claudia, Platz, Manfred, & Adler, Martin (2022). Implementing remote collaboration in a virtual patient platform: usability study. https://doi.org/10.2196/24306
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Bauer, Elisabeth, Sailer, Michael, Kiesewetter, Jan, Schulz, Claudia, Gurevych, Iryna, Fischer, Martin R., & Fischer, Frank (2022). Learning to diagnose students' behavioral, developmental, and learning disorders in a simulation-based learning environment for pre-service teachers. https://doi.org/10.1007/978-3-030-89147-3_8
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Fischer, Frank, Bauer, Elisabeth, Seidel, Tina, Schmidmaier, Ralf, Radkowitsch, Anika, Neuhaus, Birgit J., Hofer, Sarah I., Sommerhoff, Daniel, Ufer, Stefan, Kuhn, Jochen, Küchemann, Stefan, Sailer, Michael, Koenen, Jenna, Gartmeier, Martin, Berberat, Pascal, Frenzel, Anne, Heitzmann, Nicole, Holzberger, Doris, Pfeffer, Jürgen, Lewalter, Doris, Niklas, Frank, Schmidt-Hertha, Bernhard, Gollwitzer, Mario, Vorholzer, Andreas, Chernikova, Olga, Schons, Christian, Pickal, Amadeus J., Bannert, Maria, Michaeli, Tilman, Stadler, Matthias, & Fischer, Martin R. (2022). Representational scaffolding in digital simulations – learning professional practices in higher education. https://doi.org/10.1108/ils-06-2022-0076
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Bauer, Elisabeth, Heitzmann, Nicole, & Fischer, Frank (2022). Simulation-based learning in higher education and professional training: approximations of practice through representational scaffolding. https://doi.org/10.1016/j.stueduc.2022.101213
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2021

Bauer, Elisabeth, Sailer, Michael, Kiesewetter, Jan, Fischer, Martin R., & Fischer, Frank (2021). Pre-service teachers' argumentations in the context of assessment.
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Fink, Maximilian C., Radkowitsch, Anika, Bauer, Elisabeth, Sailer, Michael, Kiesewetter, Jan, Schmidmaier, Ralf, Siebeck, Matthias, Fischer, Frank, & Fischer, Martin R. (2021). Simulation research and design: a dual-level framework for multi-project research programs. https://doi.org/10.1007/s11423-020-09876-0
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2020

Bauer, Elisabeth, Fischer, Frank, Kiesewetter, Jan, Williamson Shaffer, David, Fischer, Martin R., Zottmann, Jan M., & Sailer, Michael (2020). Diagnostic activities and diagnostic practices in medical education and teacher education: an interdisciplinary comparison. https://doi.org/10.3389/fpsyg.2020.562665
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Kiesewetter, Jan, Sailer, Michael, Jung, Valentina M., Sch?nberger, Regina, Bauer, Elisabeth, Zottmann, Jan M., Hege, Inga, Zimmermann, Hanna, Fischer, Frank, & Fischer, Martin R. (2020). Learning clinical reasoning: how virtual patient case format and prior knowledge interact. https://doi.org/10.1186/s12909-020-1987-y
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Bauer, Elisabeth, Sailer, Michael, Kiesewetter, Jan, Williamson Shaffer, David, Schulz, Claudia, Pfeiffer, Jonas, Gurevych, Iryna, Fischer, Martin R., & Fischer, Frank (2020). Pre-service teachers' diagnostic argumentation: what is the role of conceptual knowledge and cross-domain epistemic activities?.
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2019

Schulz, Claudia, Meyer, Christian M., Kiesewetter, Jan, Sailer, Michael, Bauer, Elisabeth, Fischer, Martin R., Fischer, Frank, & Gurevych, Iryna (2019). Analysis of automatic annotation suggestions for hard discourse-level tasks in expert domains. https://doi.org/10.18653/v1/P19-1265
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Pfeiffer, Jonas, Meyer, Christian M., Schulz, Claudia, Kiesewetter, Jan, Zottmann, Jan, Sailer, Michael, Bauer, Elisabeth, Fischer, Frank, Fischer, Martin R., & Gurevych, Iryna (2019). FAMULUS: interactive annotation and feedback generation for teaching diagnostic reasoning. https://doi.org/10.18653/v1/D19-3013
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Bauer, Elisabeth, Sailer, Michael, Kiesewetter, Jan, Schulz, Claudia, Pfeiffer, Jonas, Gurevych, Iryna, Fischer, Martin R., & Fischer, Frank (2019). Using ENA to analyze pre-service teachers' diagnostic argumentations: a conceptual framework and initial applications. https://doi.org/10.1007/978-3-030-33232-7_2
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2018

Schulz, Claudia, Sailer, Michael, Kiesewetter, Jan, Bauer, Elisabeth, Fischer, Frank, Fischer, Martin R., & Gurevych, Iryna (2018). Automatic recommendations for data coding: a use case from medical and teacher education. https://doi.org/10.1109/escience.2018.00100
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Schulz, Claudia, Meyer, Christian M., Sailer, Michael, Kiesewetter, Jan, Bauer, Elisabeth, Fischer, Frank, Fischer, Martin R., & Gurevych, Iryna (2018). Challenges in the automatic analysis of students' diagnostic reasoning. https://doi.org/10.48550/arXiv.1811.10550
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