4 papers
Unlimited Practice Opportunities: Automated Generation of Comprehensive, Personalized Programming Tasks
Sven Jacobs, Henning Peters, Steffen Jaschke +1
Generative artificial intelligence (GenAI) offers new possibilities for generating personalized programming exercises, addressing the need for individual practice. However, the tas…
Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation
Sven Jacobs, Steffen Jaschke
This paper presents the use of Retrieval Augmented Generation (RAG) to improve the feedback generated by Large Language Models for programming tasks. For this purpose, correspondin…
Evaluating the Application of Large Language Models to Generate Feedback in Programming Education
Sven Jacobs, Steffen Jaschke
This study investigates the application of large language models, specifically GPT-4, to enhance programming education. The research outlines the design of a web application that u…
Design and Development of a Multi-Purpose Collaborative Remote Laboratory Platform
Sven Jacobs, Timo Hardebusch, Esther Franke +4
This work-in-progress paper presents the current development of a new collaborative remote laboratory platform. The results are intended to serve as a foundation for future researc…