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EvalQuiz – LLM-based Automated Generation of Self-Assessment Quizzes in Software Engineering Education

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2024

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Gesellschaft für Informatik e.V.

Zusammenfassung

Self-assessment quizzes after lectures, educational videos, or chapters are a commonly used method in software engineering (SE) education to give students the opportunity to test their gained knowledge. However, the creation of these quizzes is time-consuming, cognitively exhausting, and complex, as an expert in the field needs to create the quizzes and review the lecture material for validity. Therefore, this paper presents a concept to automatically generate self-assessment quizzes based on lecture material using a large language model (LLM) to reduce lecturers' workload and simplify the ...

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Meißner, Niklas; Speth, Sandro; Kieslinger, Julian; Becker, Steffen (2024): EvalQuiz – LLM-based Automated Generation of Self-Assessment Quizzes in Software Engineering Education. Software Engineering im Unterricht der Hochschulen 2024. DOI: 10.18420/seuh2024_04. Bonn: Gesellschaft für Informatik e.V.. PISSN: 1617-5468. ISBN: 978-3-88579-255-0. pp. 53-64. Linz, Österreich. 29. Februar - 1.März 2024

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