CUSTOMIZABLE LLM-BASED QUIZ GENERATION SYSTEM FOR PROGRAMMING COURSES WITH AN INTERACTIVE ADMIN PANEL

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Date

2025-01-23

Authors

Korzh, Mykhailo

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Abstract

This paper investigates the design and implementation of an intelligent e-learning system called AUK Quiz Generator that uses large language models (LLM) to automate the creation and delivery of tests in programming education. The thesis provides an overview of the relevant theoretical background, existing solutions, and approaches to solving quiz generation problems. The study also presents the rationale for the chosen approach and a detailed architecture of the AUK Quiz Generator. In modern education, interoperability with e-learning platforms is critical, with an emphasis on responsive design to ensure high-quality question and answer generation.

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Keywords

Quiz Generation, Large Language Models (LLM), Natural Language Processing (NLP), Programming Education, Automated Question Creation

Citation

Korzh, Mykhailo. (2025). CUSTOMIZABLE LLM-BASED QUIZ GENERATION SYSTEM FOR PROGRAMMING COURSES WITH AN INTERACTIVE ADMIN PANEL. Kyiv: American University Kyiv. URI: https://er.auk.edu.ua/handle/234907866/167

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https://er.auk.edu.ua/handle/234907866/167

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EPAM School of Digital Technologies (capstones)