@article{ART003152996},
author={Eun-Sook Cho},
title={A Technique for UML-based System Development Using Generative AI},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={12},
pages={121-128}
TY - JOUR
AU - Eun-Sook Cho
TI - A Technique for UML-based System Development Using Generative AI
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 12
PB - The Korean Society Of Computer And Information
SP - 121
EP - 128
SN - 1598-849X
AB - Generative AI has been successfully applied across various domains such as healthcare, finance, and entertainment, offering transformative capabilities for complex tasks. In this paper, we propose a method for automating and optimizing UML-based software development using generative AI. The proposed method focuses on streamlining the development process by automating the generation of UML diagrams and improving model accuracy through AI-powered refinement. Key features include the ability to generate functional and structural UML models, such as use case, sequence, and class diagrams, directly from textual requirements with minimal manual intervention. The integration of generative AI reduces development time by 30% and error rates by 40% compared to traditional methods.
Additionally, the approach supports iterative refinement, ensuring consistent and accurate models while minimizing redundant efforts. By leveraging AI for both analysis and design phases, the proposed method enhances efficiency and reliability in complex system development projects.
KW - Generative AI;Development Process;UML Diagrams;Efficiency;Reliability
DO -
UR -
ER -
Eun-Sook Cho. (2024). A Technique for UML-based System Development Using Generative AI. Journal of The Korea Society of Computer and Information, 29(12), 121-128.
Eun-Sook Cho. 2024, "A Technique for UML-based System Development Using Generative AI", Journal of The Korea Society of Computer and Information, vol.29, no.12 pp.121-128.
Eun-Sook Cho "A Technique for UML-based System Development Using Generative AI" Journal of The Korea Society of Computer and Information 29.12 pp.121-128 (2024) : 121.
Eun-Sook Cho. A Technique for UML-based System Development Using Generative AI. 2024; 29(12), 121-128.
Eun-Sook Cho. "A Technique for UML-based System Development Using Generative AI" Journal of The Korea Society of Computer and Information 29, no.12 (2024) : 121-128.
Eun-Sook Cho. A Technique for UML-based System Development Using Generative AI. Journal of The Korea Society of Computer and Information, 29(12), 121-128.
Eun-Sook Cho. A Technique for UML-based System Development Using Generative AI. Journal of The Korea Society of Computer and Information. 2024; 29(12) 121-128.
Eun-Sook Cho. A Technique for UML-based System Development Using Generative AI. 2024; 29(12), 121-128.
Eun-Sook Cho. "A Technique for UML-based System Development Using Generative AI" Journal of The Korea Society of Computer and Information 29, no.12 (2024) : 121-128.
