@article{ART003246036},
author={Wan-Je Gil and In-Soo Shin},
title={Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2025},
volume={30},
number={9},
pages={21-30}
TY - JOUR
AU - Wan-Je Gil
AU - In-Soo Shin
TI - Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG
JO - Journal of The Korea Society of Computer and Information
PY - 2025
VL - 30
IS - 9
PB - The Korean Society Of Computer And Information
SP - 21
EP - 30
SN - 1598-849X
AB - This study designed and implemented an ethical Q&A chatbot using the Retrieval-Augmented Generation (RAG) technique to support the ethical use of generative AI. Based on the evaluation using the PDF document "Generative AI Ethics Guidebook (2023)", the RAG-based chatbot demonstrated superior response performance in handling unstructured data (such as tables and diagrams) within the document compared to existing generative AI models (ChatGPT, Gemini, DeepSeek, etc.). Using the RAGAS(Retrieval-Augmented Generation Assessment Score) evaluation framework, key metrics— including Context Recall and Factual Correctness—were analyzed. The results confirmed that the RAG chatbot enhances the reliability of document-based information retrieval and can be effectively used in AI ethics education. This research provides a foundational methodology for developing AI ethics guidelines and applying them in educational settings.
KW - Generative AI;Retrieval-Augmented Generation (RAG);Ethical AI;Q&A Chatbot;;AI Ethics Guidelines
DO -
UR -
ER -
Wan-Je Gil and In-Soo Shin. (2025). Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG. Journal of The Korea Society of Computer and Information, 30(9), 21-30.
Wan-Je Gil and In-Soo Shin. 2025, "Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG", Journal of The Korea Society of Computer and Information, vol.30, no.9 pp.21-30.
Wan-Je Gil, In-Soo Shin "Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG" Journal of The Korea Society of Computer and Information 30.9 pp.21-30 (2025) : 21.
Wan-Je Gil, In-Soo Shin. Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG. 2025; 30(9), 21-30.
Wan-Je Gil and In-Soo Shin. "Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG" Journal of The Korea Society of Computer and Information 30, no.9 (2025) : 21-30.
Wan-Je Gil; In-Soo Shin. Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG. Journal of The Korea Society of Computer and Information, 30(9), 21-30.
Wan-Je Gil; In-Soo Shin. Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG. Journal of The Korea Society of Computer and Information. 2025; 30(9) 21-30.
Wan-Je Gil, In-Soo Shin. Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG. 2025; 30(9), 21-30.
Wan-Je Gil and In-Soo Shin. "Design and Implementation of a Generative AI Ethics Q&A Chatbot Using RAG" Journal of The Korea Society of Computer and Information 30, no.9 (2025) : 21-30.
