ChatGPT as a Software Development Bot: A Project-based Study

October 20, 2023 Β· Declared Dead Β· πŸ› International Conference on Evaluation of Novel Approaches to Software Engineering

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Authors Muhammad Waseem, Teerath Das, Aakash Ahmad, Peng Liang, Mahdi Fehmideh, Tommi Mikkonen arXiv ID 2310.13648 Category cs.SE: Software Engineering Citations 25 Venue International Conference on Evaluation of Novel Approaches to Software Engineering Last Checked 4 months ago
Abstract
Artificial Intelligence has demonstrated its significance in software engineering through notable improvements in productivity, accuracy, collaboration, and learning outcomes. This study examines the impact of generative AI tools, specifically ChatGPT, on the software development experiences of undergraduate students. Over a three-month project with seven students, ChatGPT was used as a support tool. The research focused on assessing ChatGPT's effectiveness, benefits, limitations, and its influence on learning. Results showed that ChatGPT significantly addresses skill gaps in software development education, enhancing efficiency, accuracy, and collaboration. It also improved participants' fundamental understanding and soft skills. The study highlights the importance of incorporating AI tools like ChatGPT in education to bridge skill gaps and increase productivity, but stresses the need for a balanced approach to technology use. Future research should focus on optimizing ChatGPT's application in various development contexts to maximize learning and address specific challenges.
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