Adaptive Learning Systems in Programming Education: A Prototype for Enhanced Formative Feedback

Lohr D, Berges MP, Chugh A, Striewe M (2024)

Publication Language: English

Publication Type: Conference contribution, other

Publication year: 2024

Series: Offene Bildung: Durch Technologie, Transparenz und Nachvollziehbarkeit die Zukunft gestalten

Conference Proceedings Title: Proceedings of DELFI 2024

Event location: Fulda DE

URI: https://dl.gi.de/items/3247d10d-b76e-4d65-97ad-6fc6943a910c

DOI: 10.18420/delfi2024_57

Abstract

Formative feedback is crucial in programming education, yet many learning systems fall short, concentrating mostly on pinpointing errors rather than guiding learners on how to resolve them. This is particularly unhelpful for novices who often lack advanced skills like debugging. Feedback is considered more valuable when it addresses error causes rather than just symptoms. However, this is challenging using only conventional methods like unit testing. Identifying error causes requires detailed information about both the error and the learner. Our proposed prototype introduces a new approach to integrating programming exercises into adaptive learning systems. It directly categorizes student code into so-called answer classes using a combination of static and dynamic code analysis. 

When integrated with data derived from a learner model, this approach enables tailored feedback that lowers the barrier to learning programming while keeping motivation high.

Authors with CRIS profile

Dominic Lohr Lehrstuhl für Angewandte Mathematik (Wissenschaftliches Rechnen) Marc-Pascal Berges Professur für Didaktik der Informatik

Involved external institutions

Universität Duisburg-Essen (UDE) DE Germany (DE)

How to cite

APA:

Lohr, D., Berges, M.-P., Chugh, A., & Striewe, M. (2024). Adaptive Learning Systems in Programming Education: A Prototype for Enhanced Formative Feedback. In Gesellschaft für Informatik e.V. (Eds.), Proceedings of DELFI 2024. Fulda, DE.

MLA:

Lohr, Dominic, et al. "Adaptive Learning Systems in Programming Education: A Prototype for Enhanced Formative Feedback." Proceedings of the 22. Fachtagung Bildungstechnologien (DELFI), Fulda Ed. Gesellschaft für Informatik e.V., 2024.

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