KyeongminandClaude Opus 4.8
b836e79ee1
- 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>
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<h1>Phase 14 — 3개 개선 방법 통합표</h1>
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<table>
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<th>방법</th>
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<th>MDX1 팝업(18)</th>
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<th>MDX2 2.2(14)</th>
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<th>MDX03-1(13)</th>
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<th>MDX03-2(29)</th>
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<th>합계</th>
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</thead>
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<td>하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✓</td>
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<td>✓</td>
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<td><strong>4/4</strong></td>
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<td>AI-Meta (사전 개념 TAG Jaccard+IDF)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✓</td>
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<td>✓</td>
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<td><strong>4/4</strong></td>
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<td>키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✗</td>
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<td>✓</td>
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<td><strong>3/4</strong></td>
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</table>
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<h2>통합 매트릭스 — 각 셀에 Top-3 썸네일</h2>
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<th>콘텐츠</th>
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<th>하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목)</th>
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<th>AI-Meta (사전 개념 TAG Jaccard+IDF)</th>
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<th>키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF)</th>
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</tr>
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<td><strong>1. (MDX 1) 팝업 — DX와 BIM의 구분</strong><br>(정답 Frame <strong>18</strong>)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br><br><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (23%)<br><br><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (17%)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br><br><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (12%)<br><br><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (9%)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br><br><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (38%)<br><br><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (23%)</td>
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<tr>
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<td><strong>2. (MDX 2) 2.2 DX 시행 주체별 기대효과</strong><br>(정답 Frame <strong>14</strong>)</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (73%)<br><br><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (61%)<br><br><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (40%)</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (24%)<br><br><img alt="03" src="../../data/figma_previews/03.png" /><br><strong>03</strong> (7%)<br><br><img alt="06" src="../../data/figma_previews/06.png" /><br><strong>06</strong> (7%)</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (100%)<br><br><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (68%)<br><br><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (46%)</td>
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<td><strong>3. (MDX 03) 1. DX 시행을 위한 필수요건</strong><br>(정답 Frame <strong>13</strong>)</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (71%)<br><br><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (70%)<br><br><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (30%)</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (76%)<br><br><img alt="27" src="../../data/figma_previews/27.png" /><br><strong>27</strong> (13%)<br><br><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (5%)</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (100%)<br><br>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (57%)<br><br><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (48%)</td>
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<td><strong>4. (MDX 03) 2. Process 혁신과 Product 변화</strong><br>(정답 Frame <strong>29</strong>)</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (100%)<br><br><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (32%)<br><br><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (24%)</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (63%)<br><br><img alt="09" src="../../data/figma_previews/09.png" /><br><strong>09</strong> (13%)<br><br><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (11%)</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (100%)<br><br><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (45%)<br><br><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (31%)</td>
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</tbody>
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</table>
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<hr />
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<h2>유닛별 전략별 Top-3 상세</h2>
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<h3>1. (MDX 1) 팝업 — DX와 BIM의 구분 — 정답 Frame <strong>18</strong></h3>
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<table>
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<thead>
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<th>방법</th>
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<th>1순위</th>
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<th>2순위</th>
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<th>3순위</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (23%)<br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong> (17%)<br>현황 및 문제점</td>
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</tr>
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<td>AI-Meta (사전 개념 TAG Jaccard+IDF)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br>BIM과 DX의 이해</td>
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<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (12%)<br>국내</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (9%)<br>디지털 전환(DX)은 S/W…</td>
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</tr>
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<tr>
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<td>키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (100%)<br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (38%)<br></td>
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<td><img alt="24" src="../../data/figma_previews/24.png" /><br><strong>24</strong> (23%)<br>Engn. S/W의 구성 과…</td>
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</tr>
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</tbody>
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</table>
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<h3>2. (MDX 2) 2.2 DX 시행 주체별 기대효과 — 정답 Frame <strong>14</strong></h3>
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<table>
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<thead>
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<th>방법</th>
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<th>1순위</th>
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<th>2순위</th>
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<th>3순위</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목)</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (73%)<br></td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (61%)<br>좌측 배너 과정 (Proce…</td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (40%)<br>건설산업의 목표 (BIM의 …</td>
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</tr>
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<td>AI-Meta (사전 개념 TAG Jaccard+IDF)</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (24%)<br></td>
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<td><img alt="03" src="../../data/figma_previews/03.png" /><br><strong>03</strong> (7%)<br>국외</td>
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<td><img alt="06" src="../../data/figma_previews/06.png" /><br><strong>06</strong> (7%)<br>시공단계 토지 및 지장물에 …</td>
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<tr>
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<td>키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF)</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong> (100%)<br></td>
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<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (68%)<br></td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (46%)<br>건설산업의 목표 (BIM의 …</td>
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</tr>
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</tbody>
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</table>
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<h3>3. (MDX 03) 1. DX 시행을 위한 필수요건 — 정답 Frame <strong>13</strong></h3>
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<th>방법</th>
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<th>1순위</th>
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<th>2순위</th>
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<th>3순위</th>
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<td>하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목)</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (71%)<br>필수조건</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (70%)<br>정책목표</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong> (30%)<br>디지털 전환(DX)은 S/W…</td>
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</tr>
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<td>AI-Meta (사전 개념 TAG Jaccard+IDF)</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (76%)<br>필수조건</td>
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<td><img alt="27" src="../../data/figma_previews/27.png" /><br><strong>27</strong> (13%)<br></td>
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<td><img alt="04" src="../../data/figma_previews/04.png" /><br><strong>04</strong> (5%)<br>국내</td>
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</tr>
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<tr>
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<td>키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF)</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong> (100%)<br>정책목표</td>
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<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong> (57%)<br>필수조건</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (48%)<br></td>
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</tr>
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</tbody>
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</table>
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<h3>4. (MDX 03) 2. Process 혁신과 Product 변화 — 정답 Frame <strong>29</strong></h3>
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<table>
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<thead>
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<tr>
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<th>방법</th>
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<th>1순위</th>
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<th>3순위</th>
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</tr>
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<tbody>
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<tr>
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<td>하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목)</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (100%)<br>좌측 배너 과정 (Proce…</td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong> (32%)<br>건설산업의 목표 (BIM의 …</td>
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<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong> (24%)<br>BIM과 DX의 이해</td>
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</tr>
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<tr>
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<td>AI-Meta (사전 개념 TAG Jaccard+IDF)</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (63%)<br>좌측 배너 과정 (Proce…</td>
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<td><img alt="09" src="../../data/figma_previews/09.png" /><br><strong>09</strong> (13%)<br>시공 전 모델 기반 시공상세…</td>
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<td><img alt="21" src="../../data/figma_previews/21.png" /><br><strong>21</strong> (11%)<br>Solution Engn. …</td>
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<td>키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF)</td>
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<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong> (100%)<br>좌측 배너 과정 (Proce…</td>
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<td><img alt="07" src="../../data/figma_previews/07.png" /><br><strong>07</strong> (45%)<br></td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong> (31%)<br></td>
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</tr>
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||
</tbody>
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</table>
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</body>
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</html>
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