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KyeongminandClaude Opus 4.8 b836e79ee1 wip: phase_z2 evidence 파이프라인 + matching 실험(phase2~26) + 프론트 trace 패널 진행분 스냅샷
- src: phase_z2 composition/mapper/pipeline/placement_planner/retry, ai_fallback(prompts/schema/validate), mdx_text_atoms 신규
- Front: PipelineTracePanel 신규, FramePanel/SlideCanvas/Home/designAgentApi 등 갱신 + 테스트 4종 추가
- templates/phase_z2: catalog(component_expansion_registry, node_slot_mapping 신규), frames, families, slide_base 갱신
- tests/matching: phase2~26 매칭 실험 스크립트·리포트·온톨로지 전체 (미커밋 진행분)
- tests: b4_v4 evidence, task5~28.5 시리즈, regression(imp95 baseline) 등 신규 테스트 대량 추가
- docs/reference: MDX 구조 인벤토리, MDX→Frame 구조 계약 문서
- scripts: mdx 계약/parity/coverage/viewport 체크, gitea comment, run sync 유틸
- .gitignore: tmp*.json, chromedriver, .orchestrator, *.pkl, Front_test* 등 임시/스냅샷 제외

미완성 작업의 보존용 스냅샷 커밋 (2026-07-02)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 17:03:42 +09:00

1042 lines
52 KiB
HTML

<!DOCTYPE html>
<html lang="ko">
<head>
<meta charset="UTF-8">
<title>CASE 3 - 목차만</title>
<style>
body {
font-family: -apple-system, 'Segoe UI', 'Malgun Gothic', sans-serif;
max-width: 1800px;
margin: 0 auto;
padding: 24px;
line-height: 1.6;
color: #1e293b;
background: #f8fafc;
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h1 { color: #1e293b; border-bottom: 3px solid #2563eb; padding-bottom: 12px; }
h2 {
color: #1a365d;
background: #e0e7ff;
padding: 10px 16px;
border-radius: 6px;
margin-top: 32px;
}
hr { border: none; border-top: 1px solid #cbd5e1; margin: 24px 0; }
table {
border-collapse: collapse;
width: 100%;
margin: 12px 0 24px;
background: #fff;
box-shadow: 0 2px 6px rgba(0,0,0,0.05);
}
th, td {
border: 1px solid #e2e8f0;
padding: 10px;
text-align: left;
vertical-align: top;
}
th {
background: #1e293b;
color: #fff;
font-weight: 700;
text-align: center;
width: 120px;
}
td:first-child {
background: #f1f5f9;
font-weight: 600;
text-align: center;
width: 120px;
}
td img {
max-width: 260px;
height: auto;
display: block;
margin: 0 auto 6px;
border: 1px solid #cbd5e1;
border-radius: 4px;
}
td br + strong { color: #2563eb; }
</style>
</head>
<body>
<h1>CASE 3 — 대·중·소목차만 매칭</h1>
<p>MDX: 각 유닛의 <strong>대목차(파일 title) + 중목차(##) + 소목차(###) 계보</strong>만 쿼리로 사용.
Figma: texts.md의 <strong>## 타이틀 / ## 서브헤더 / 열·행 라벨</strong>만 사용 (본문/블릿 전체 제외).</p>
<blockquote>
<p>참고: AI-Meta는 사전 추출 메타데이터 기반이라 CASE 1/2/3에서 동일 결과. Structural은 원본 구조 기반이라 동일.</p>
</blockquote>
<hr />
<h2>1. MDX01-intro (중목차 앞 본문)</h2>
<p><strong>MDX 쿼리</strong>: <code>건설산업 DX의 올바른 이해</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (26%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (8%)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0%)<br></td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.5)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0.0)<br></td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.7)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1.2)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (66%)<br>현황 및 문제점</td>
<td><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (66%)<br>Solution Engn. …</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (62%)<br>국내</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (20%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (17%)<br></td>
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (15%)<br>BIM과 DX의 이해</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (54%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (38%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>2. MDX01-intro-details (팝업)</h2>
<p><strong>MDX 쿼리</strong>: <code>건설산업 DX의 올바른 이해</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (26%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (8%)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0%)<br></td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.5)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0.0)<br></td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.7)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1.2)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (60%)<br>국내</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (60%)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (60%)<br></td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (19%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (15%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="11" src="../../data/figma_previews/11.png" /><br><strong>11</strong> (15%)<br>시공단계 BIM 모델과 정보…</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (54%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (38%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>3. MDX01-1 (중목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>건설산업 DX의 올바른 이해 1. 용어 정의</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (20%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (17%)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (6%)<br>필수조건</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (1.2)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.5)<br>필수조건</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="11" src="../../data/figma_previews/11.png" /><br><strong>11</strong> (1%)<br>시공단계 BIM 모델과 정보…</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="11" src="../../data/figma_previews/11.png" /><br><strong>11</strong> (1.9)<br>시공단계 BIM 모델과 정보…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.7)<br>건설산업의 목표 (BIM의 …</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="02" src="../../data/figma_previews/02.png" /><br><strong>02</strong> (57%)<br>Engineering S/W…</td>
<td><img alt="23" src="../../data/figma_previews/23.png" /><br><strong>23</strong> (52%)<br>Application S/W…</td>
<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (52%)<br>Engn. S/W의 구성 과…</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="27" src="../../data/figma_previews/27.png" /><br><strong>27</strong> (21%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (19%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (17%)<br>좌측 배너 과정 (Proce…</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (54%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="11" src="../../data/figma_previews/11.png" /><br><strong>11</strong> (52%)<br>시공단계 BIM 모델과 정보…</td>
</tr>
</tbody>
</table>
<hr />
<h2>4. MDX01-2 (중목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>건설산업 DX의 올바른 이해 2. 용어간 상호관계</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (26%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (8%)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0%)<br></td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.5)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0.0)<br></td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.7)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1.2)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (65%)<br>국내</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (65%)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (65%)<br></td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br>BIM과 DX의 이해</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (20%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (18%)<br>국내</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (54%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (39%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>5. MDX01-2-image (이미지)</h2>
<p><strong>MDX 쿼리</strong>: <code>건설산업 DX의 올바른 이해 2. 용어간 상호관계</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (26%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (8%)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0%)<br></td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.5)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0.0)<br></td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.7)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1.2)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (65%)<br></td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (60%)<br>보상현황·민원 관리</td>
<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (55%)<br></td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (22%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (18%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (16%)<br>BIM과 DX의 이해</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (54%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (39%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>6. MDX01-2-details (팝업+표)</h2>
<p><strong>MDX 쿼리</strong>: <code>건설산업 DX의 올바른 이해 2. 용어간 상호관계</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (26%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (8%)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0%)<br></td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.5)<br>필수조건</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (0.0)<br></td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.7)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1.2)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (80%)<br>현황 및 문제점</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (65%)<br></td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (60%)<br>보상현황·민원 관리</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br>BIM과 DX의 이해</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (20%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (18%)<br>국내</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (54%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (39%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>7. MDX02-1 (중목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX의 시행 목표 및 기대효과 1. DX의 궁극적 목표</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (86%)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (13%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (7%)<br>필수조건</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (4.3)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.4)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.6)<br>필수조건</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (1%)<br></td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (1%)<br>정책목표</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1%)<br>디지털 전환(DX)은 S/W…</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (3.7)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2.8)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2.1)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="02" src="../../data/figma_previews/02.png" /><br><strong>02</strong> (61%)<br>Engineering S/W…</td>
<td><img alt="23" src="../../data/figma_previews/23.png" /><br><strong>23</strong> (56%)<br>Application S/W…</td>
<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (56%)<br>Engn. S/W의 구성 과…</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (37%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (17%)<br>정책목표</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (13%)<br>효율적인 정보의 관리와 활용</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (100%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (54%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (43%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>8. MDX02-1-image (이미지)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX의 시행 목표 및 기대효과 1. DX의 궁극적 목표</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (86%)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (13%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (7%)<br>필수조건</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (4.3)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.4)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.6)<br>필수조건</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (1%)<br></td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (1%)<br>정책목표</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1%)<br>디지털 전환(DX)은 S/W…</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (3.7)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2.8)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2.1)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (65%)<br></td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (60%)<br>보상현황·민원 관리</td>
<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (55%)<br></td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (72%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (20%)<br>정책목표</td>
<td><img alt="27" src="../../data/figma_previews/27.png" /><br><strong>27</strong> (15%)<br></td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (100%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (54%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (43%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>9. MDX02-2 (중목차(컨테이너))</h2>
<p><strong>MDX 쿼리</strong>: <code>DX의 시행 목표 및 기대효과 2. DX 기반 Process 혁신에 따른 주체별 기대효과</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (40%)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (13%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (13%)<br>디지털 전환(DX)은 S/W…</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (2.1)<br></td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.7)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (1.5)<br>디지털 전환(DX)은 S/W…</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (5%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (4%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (3%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (3.9)<br>필수조건</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (3.9)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (3.7)<br>정책목표</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (91%)<br>현황 및 문제점</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (75%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="06" src="../../data/figma_previews/06.png" /><br><strong>06</strong> (66%)<br>시공단계 토지 및 지장물에 …</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (42%)<br></td>
<td><img alt="03" src="../../data/figma_previews/03.png" /><br><strong>03</strong> (13%)<br>국외</td>
<td><img alt="06" src="../../data/figma_previews/06.png" /><br><strong>06</strong> (13%)<br>시공단계 토지 및 지장물에 …</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (99%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (83%)<br>필수조건</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (64%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>10. MDX02-2.1 (소목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX의 시행 목표 및 기대효과 2. DX 기반 Process 혁신에 따른 주체별 기대효과 2.1 업무 수행 과정(Process)의 변화</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (31%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (20%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (13%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (3.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (2.2)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (2.1)<br></td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (4%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (3%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (5.5)<br>정책목표</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (5.4)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (5.2)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (66%)<br>현황 및 문제점</td>
<td><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (66%)<br>Solution Engn. …</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (62%)<br>국내</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (18%)<br>Solution Engn. …</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (14%)<br></td>
<td><img alt="26" src="../../data/figma_previews/26.png" /><br><strong>26</strong> (14%)<br></td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (99%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (81%)<br>필수조건</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (66%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>11. MDX02-2.2 (소목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX의 시행 목표 및 기대효과 2. DX 기반 Process 혁신에 따른 주체별 기대효과 2.2 DX 시행 주체별 기대효과</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (26%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (15%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (13%)<br>필수조건</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2.4)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (2.1)<br></td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2.1)<br>필수조건</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (4%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (3%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (5.3)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (5.2)<br>필수조건</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (5.0)<br>정책목표</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (85%)<br>현황 및 문제점</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (70%)<br></td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (65%)<br>보상현황·민원 관리</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (45%)<br></td>
<td><img alt="03" src="../../data/figma_previews/03.png" /><br><strong>03</strong> (14%)<br>국외</td>
<td><img alt="06" src="../../data/figma_previews/06.png" /><br><strong>06</strong> (13%)<br>시공단계 토지 및 지장물에 …</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (83%)<br>필수조건</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (58%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>12. MDX02-2.2-table (표)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX의 시행 목표 및 기대효과 2. DX 기반 Process 혁신에 따른 주체별 기대효과 2.2 DX 시행 주체별 기대효과</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (26%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (15%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (13%)<br>필수조건</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2.4)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (2.1)<br></td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2.1)<br>필수조건</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (4%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (3%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (5.3)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (5.2)<br>필수조건</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (5.0)<br>정책목표</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (80%)<br>현황 및 문제점</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (65%)<br></td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (60%)<br>보상현황·민원 관리</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (30%)<br>Engn. S/W의 구성 과…</td>
<td><img alt="30" src="../../data/figma_previews/30.png" /><br><strong>30</strong> (30%)<br>산업별 현황</td>
<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong> (30%)<br>산업별 특성 과 발전방향</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (83%)<br>필수조건</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (58%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>13. MDX03-1 (중목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX 실행 체계 구축 방안 1. DX 시행을 위한 필수 요건</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (20%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (7%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong> (6%)<br>산업별 특성 과 발전방향</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.8)<br>필수조건</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (0.7)<br>효율적인 정보의 관리와 활용</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (1%)<br>정책목표</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1%)<br>필수조건</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (0%)<br>디지털 전환(DX)은 S/W…</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (3.5)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (1.6)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (1.6)<br>필수조건</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="02" src="../../data/figma_previews/02.png" /><br><strong>02</strong> (17%)<br>Engineering S/W…</td>
<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (16%)<br>국내</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (16%)<br>효율적인 정보의 관리와 활용</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (73%)<br>필수조건</td>
<td><img alt="27" src="../../data/figma_previews/27.png" /><br><strong>27</strong> (18%)<br></td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (13%)<br>디지털 전환(DX)은 S/W…</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (76%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (65%)<br>정책목표</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (62%)<br>필수조건</td>
</tr>
</tbody>
</table>
<hr />
<h2>14. MDX03-2 (중목차(컨테이너))</h2>
<p><strong>MDX 쿼리</strong>: <code>DX 실행 체계 구축 방안 2. Process의 혁신과 Product의 변화</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (23%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (6%)<br>필수조건</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (6%)<br>효율적인 정보의 관리와 활용</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (2.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (0.7)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.6)<br>필수조건</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (8%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (3%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.0)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (1.9)<br>정책목표</td>
<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong> (1.7)<br>산업별 특성 과 발전방향</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="25" src="../../data/figma_previews/25.png" /><br><strong>25</strong> (50%)<br>3rd Party</td>
<td><img alt="26" src="../../data/figma_previews/26.png" /><br><strong>26</strong> (50%)<br></td>
<td><img alt="02" src="../../data/figma_previews/02.png" /><br><strong>02</strong> (46%)<br>Engineering S/W…</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (69%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="09" src="../../data/figma_previews/09.png" /><br><strong>09</strong> (16%)<br>시공 전 모델 기반 시공상세…</td>
<td><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (16%)<br>Solution Engn. …</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong> (28%)<br>산업별 특성 과 발전방향</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (28%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>15. MDX03-2.1 (소목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX 실행 체계 구축 방안 2. Process의 혁신과 Product의 변화 2.1 과정(Process)의 혁신</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (25%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (10%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (8%)<br>필수조건</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (3.3)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.2)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (1.0)<br>좌측 배너 과정 (Proce…</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (8%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (2%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (5.1)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (2.7)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (2.5)<br>정책목표</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (91%)<br>현황 및 문제점</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (75%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="06" src="../../data/figma_previews/06.png" /><br><strong>06</strong> (66%)<br>시공단계 토지 및 지장물에 …</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (65%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (18%)<br>Solution Engn. …</td>
<td><img alt="27" src="../../data/figma_previews/27.png" /><br><strong>27</strong> (14%)<br></td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (40%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (35%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>16. MDX03-2.1-table (표)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX 실행 체계 구축 방안 2. Process의 혁신과 Product의 변화 2.1 과정(Process)의 혁신</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (25%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (10%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (8%)<br>필수조건</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (3.3)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (1.2)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (1.0)<br>좌측 배너 과정 (Proce…</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (8%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (2%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (5.1)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (2.7)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (2.5)<br>정책목표</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (80%)<br>현황 및 문제점</td>
<td><img alt="01" src="../../data/figma_previews/01.png" /><br><strong>01</strong> (65%)<br></td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (60%)<br>보상현황·민원 관리</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (37%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="05" src="../../data/figma_previews/05.png" /><br><strong>05</strong> (13%)<br>보상현황·민원 관리</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (13%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (40%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (35%)<br>건설산업의 목표 (BIM의 …</td>
</tr>
</tbody>
</table>
<hr />
<h2>17. MDX03-2.2 (소목차)</h2>
<p><strong>MDX 쿼리</strong>: <code>DX 실행 체계 구축 방안 2. Process의 혁신과 Product의 변화 2.2 결과(Product)의 변화</code></p>
<table>
<thead>
<tr>
<th>방법</th>
<th>1순위</th>
<th>2순위</th>
<th>3순위</th>
</tr>
</thead>
<tbody>
<tr>
<td>TF-IDF</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (26%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (10%)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong> (7%)<br>산업별 특성 과 발전방향</td>
</tr>
<tr>
<td>BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (3.5)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong> (1.5)<br>효율적인 정보의 관리와 활용</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (0.6)<br>필수조건</td>
</tr>
<tr>
<td>Char-ngram</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (8%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (2%)<br>건설산업의 목표 (BIM의 …</td>
<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (2%)<br>필수조건</td>
</tr>
<tr>
<td>Kiwi+BM25</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (4.7)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (2.5)<br>정책목표</td>
<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong> (2.1)<br>산업별 특성 과 발전방향</td>
</tr>
<tr>
<td>Structural</td>
<td><img alt="02" src="../../data/figma_previews/02.png" /><br><strong>02</strong> (61%)<br>Engineering S/W…</td>
<td><img alt="23" src="../../data/figma_previews/23.png" /><br><strong>23</strong> (56%)<br>Application S/W…</td>
<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (56%)<br>Engn. S/W의 구성 과…</td>
</tr>
<tr>
<td>AI-Meta</td>
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (53%)<br>좌측 배너 과정 (Proce…</td>
<td><img alt="09" src="../../data/figma_previews/09.png" /><br><strong>09</strong> (19%)<br>시공 전 모델 기반 시공상세…</td>
<td><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (18%)<br>Solution Engn. …</td>
</tr>
<tr>
<td>하이브리드</td>
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (100%)<br>디지털 전환(DX)은 S/W…</td>
<td><img alt="31" src="../../data/figma_previews/31.png" /><br><strong>31</strong> (31%)<br>산업별 특성 과 발전방향</td>
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (29%)<br>정책목표</td>
</tr>
</tbody>
</table>
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