주소 정보 접근성 향상을 위한 에이전틱 RAG 기반 챗봇 개발

Development of Agentic RAG-based Chatbot for Improving Address Information Accessibility

초록

Addresses represent essential information used across society, but accessing them accurately and comprehensively remains challenging due to complex legal structures, distributed information sources, and emerging formats such as object and three-dimensional addresses. To address these issues, this study proposes a domain-specific Agentic RAG-based chatbot designed to enhance accessibility to address information. The system leverages authoritative resources, including the Road Name Address Act and official administrative manuals, and performs step-wise reasoning and evidence verification according to query complexity, ensuring accuracy and legal consistency. Quantitative and qualitative evaluation results indicate that the proposed system achieves approximately 8.72% to 17.36% improvement compared to existing approaches. This research has the potential to reduce information-access gaps and improve work efficiency in the address domain.

키워드

주소챗봇대규모 언어 모델(LLM)RAG에이전트AddressChatbotLarge Language ModelRetrieval-Augmented GenerationAgents
제목
주소 정보 접근성 향상을 위한 에이전틱 RAG 기반 챗봇 개발
제목 (타언어)
Development of Agentic RAG-based Chatbot for Improving Address Information Accessibility
저자
이정윤김학래
DOI
10.22640/l><![CDATA[ART003273119
발행일
2025-12
유형
Y
저널명
지적과 국토정보
55
2
페이지
71 ~ 86