Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
AI as a Co-Engineer: A Case Study of ChatGPT in Software Lifecycle
3
Zitationen
2
Autoren
2023
Jahr
Abstract
Abstract This case study investigates the application of AI in developing an E-commerce platform for shoe sales, focusing on the integration of OpenAI's ChatGPT into the software development lifecycle. By leveraging the GPT-4 model, the study introduces an innovative methodology that automates the creation of UML diagrams, code, UI prototypes, and database schemas. The findings indicate that AI significantly enhances efficiency and consistency while maintaining the quality of software artifacts. Although challenges in AI integration and interpretation were encountered, the study confirms AI's transformative role in software engineering. The research bridges the gap between theoretical AI capabilities and their practical implementation, offering insights for future enhancements in the field and establishing a methodological foundation for efficient, high-quality software development.
Ähnliche Arbeiten
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 · 8.250 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.109 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.482 Zit.
Proceedings of the 19th International Joint Conference on Artificial Intelligence
2005 · 5.776 Zit.
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 · 5.434 Zit.