인공지능 활용 주요 생활안전 법제도의 공간환경 단위 정합성 분석 연구

제1장 서론 1 1. 연구의 배경 및 필요성 ······························································································ 2 2. 연구 목적 ·················································································································· 5 3. 연구 범위 및 방법 ······································································································ 7 1) 연구의 범위 ··········································································································· 7 2) 연구의 방법 ·········································································································· 8 4. 선행연구 고찰 및 본 연구의 차별성 ········································································ 12 1) 선행연구 고찰 ····································································································· 12 2) 본 연구의 차별성 ································································································ 15 제2장 생활안전 관련 법제도 현황 고찰 17 1. 생활안전 관련 주요 법령 고찰 ················································································ 18 1) 안전 관련 주요 법령 내용 분석 ··········································································· 18 2) 안전 관련 법령의 주요 공간환경 도출 ································································ 25 3) 안전 관련 법령 고찰 결과 ··················································································· 31 2. 생활안전 관련 주요 계획 고찰 ················································································ 34 1) 안전 관련 주요 기본계획 내용 분석 ···································································· 34 2) 안전 관련 기본계획의 주요 공간환경 도출 ························································· 42 3) 안전 관련 기본계획 고찰 결과 ············································································ 45 3. 생활안전 관련 주요 판례 고찰 ················································································ 47 1) 안전 관련 주요 판례의 주요 내용 분석 ······························································· 47 2) 안전 관련 판례의 주요 공간환경 도출 ································································ 62 3) 안전 관련 판례 고찰 결과 ··················································································· 68 4. 소결 ························································································································· 70 1) 안전 유형별 법제도 및 판례 고찰 결과 종합 ······················································· 70 2) 공간환경 단위의 안전 강화를 위한 법제도 개선 시사점 ····································· 71 3) 공간환경 단위 생활안전 강화 방안 도출의 한계 ················································· 72 제3장 생활안전 관련 법령 정합성 분석 모델 개발 73 1. 안전 관련 법령 온톨로지 구조화 ············································································· 74 1) 온톨로지 구조화 ································································································· 74 2) 데이터 수집 ········································································································ 77 3) 생활안전 관련 법령 온톨로지 기반 트리플 구조화 ············································· 84 2. 정합성 분석 메커니즘 개발 및 전문가 검증 ···························································· 97 1) 정합성 진단 모델 구조 ························································································ 97 2) 1 단계: 단어 및 의미 유사도 기반 필터링 방법론 개발 ······································· 97 3) 2 단계: LLM 활용 정합성 판단 방법론 개발 ····················································· 100 4) 3 단계: 1 차 전문가 검증 ·················································································· 104 5) 4 단계: 1 차 정합성 진단 모델 수정 보완 및 분석 결과 ···································· 106 6) 5 단계: 2 차 전문가 진단 ················································································· 107 7) 최종 프레임워크 ······························································································· 108 3. 소결 ······················································································································· 111 1) 인공지능 기반 법령 구조화 및 정합성 분석 메커니즘의 주요 성과 ·················· 111 2) LLM 활용 정합성 분석방법의 강점 및 확장 가능성 ·········································· 112 제4…

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