Using natural language processing to support peer‐feedback in the age of artificial intelligence: A cross‐disciplinary framework and a research agenda

E Bauer, M Greisel, I Kuznetsov… - British Journal of …, 2023 - Wiley Online Library
Advancements in artificial intelligence are rapidly increasing. The new‐generation large
language models, such as ChatGPT and GPT‐4, bear the potential to transform educational …

A systematic literature review of empirical research on epistemic network analysis in education

R Elmoazen, M Saqr, M Tedre, L Hirsto - IEEE Access, 2022 - ieeexplore.ieee.org
Over the past decade, epistemic network analysis (ENA) has emerged as a quantitative
ethnography tool for modeling discourse in different types of human behaviors. This article …

[HTML][HTML] Adaptive feedback from artificial neural networks facilitates pre-service teachers' diagnostic reasoning in simulation-based learning

M Sailer, E Bauer, R Hofmann, J Kiesewetter… - Learning and …, 2023 - Elsevier
In simulations, pre-service teachers need sophisticated feedback to develop complex skills
such as diagnostic reasoning. In an experimental study with N= 178 pre-service teachers …

It takes two to tango: How scientific reasoning and self-regulation processes impact argumentation quality

Y Omarchevska, A Lachner, J Richter… - Journal of the Learning …, 2022 - Taylor & Francis
Background Improving scientific reasoning and argumentation are central aims of science
education. Because of their complex nature, self-regulation is important for successful …

[HTML][HTML] Exploring the diagnostic process of pre-service teachers using a simulation–A latent profile approach

A Radkowitsch, D Sommerhoff, M Nickl… - Teaching and Teacher …, 2023 - Elsevier
Assessing students' understanding is central for teachers. While research has focused on
factors affecting accuracy as a main performance measure of diagnosing, less is known …

Exploring the process of preservice teachers' diagnostic activities in a video-based simulation

E Codreanu, D Sommerhoff, S Huber, S Ufer… - Frontiers in …, 2021 - frontiersin.org
Formative assessment of student learning is a challenging task in the teaching profession.
Both teachers' professional vision and their pedagogical content knowledge of specific …

An epistemic network approach to teacher students' professional vision in tutoring video analysis

M Farrell, M Martin, A Renkl, W Rieß… - Frontiers in …, 2022 - frontiersin.org
Video-based training offers teacher students approximations of practice for develo**
professional vision (PV; ie, noticing and reasoning) of core teaching practices. While much …

Advancing research on teachers' professional vision: implementing novel technologies, methods and theories

C Kosel, AS Grub, C Hartmann, T Seidel - Frontiers in Education, 2024 - frontiersin.org
The rapidly develo** field of technology-enhanced educational research has
revolutionized our understanding of teachers' professional vision in the classroom (Keskin et …

AI‐Based Adaptive Feedback in Simulations for Teacher Education: An Experimental Replication in the Field

E Bauer, M Sailer, F Niklas, S Greiff… - Journal of Computer …, 2025 - Wiley Online Library
Background Artificial intelligence, particularly natural language processing (NLP), enables
automating the formative assessment of written task solutions to provide adaptive feedback …

Diagnostic argumentation in teacher education: Making the case for justification, disconfirmation, and transparency

E Bauer, M Sailer, J Kiesewetter, MR Fischer… - Frontiers in …, 2022 - frontiersin.org
Research on diagnosing in teacher education has primarily emphasized the accuracy of
diagnostic judgments and has explained it in terms of factors such as diagnostic knowledge …