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October 20, 2025European Conference on e-LearningOpen Access

Enhancing Student Learning and Creativity Through LLM-based PBL Semester Projects

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Authors

INI. Nikolov

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Overview

Research demonstrates that integrating LLMs boosts motivation and learning in students, suggesting effective teaching practices.

Key Points

  • Utilizing LLMs positively impacts students' motivation and learning, enhancing their educational experience.
  • Following LLM-based projects, students showed improved understanding of AI systems and higher overall satisfaction.
  • This integration occurs across various student grades, from bachelor’s to master’s, encompassing diverse interactive projects.
  • The study suggests best practices to maximize LLM effectiveness while mitigating potential pitfalls in educational settings.

Cite This Study

I. Nikolov (2025) studied this question.

synapsesocial.com/papers/68f58f68ece7a5b64f4716a7https://doi.org/10.34190/ecel.24.1.4151
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Also Consider

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  1. 1Designing Child-Centric AI Learning Environments: Insights from LLM-Enhanced Creative Project-Based Learning2024 · 5 citations
  2. 2On the Use of Large Language Models for Improving Student and Staff Experience in Higher Education2025
  3. 3Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study2024 · 32 citations
  4. 4How Large Language Models Shape Programming Skill Development Beyond Task Completion2026
  5. 5An Exploratory Study on Upper-Level Computing Students' Use of Large Language Models as Tools in a Semester-Long Project2024 · 1 citations