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>
This commit is contained in:
Claude Opus 4.8
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<title>Phase 11 — Asymmetric + Ensemble</title>
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</style>
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</head>
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<body>
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<h1>Phase 11 — Asymmetric & Ensemble 실험</h1>
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<p><strong>신규 A 안</strong>: MDX 제목만 × Figma 전체(전처리됨) — 비대칭 매칭
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<strong>신규 B 안</strong>: BM25(MDX전체×Figma전체) + Cross(MDX제목×Figma제목) 점수 합산</p>
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<h3>전략 × 4유닛 — 1순위 정답률</h3>
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<table>
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<thead>
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<tr>
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<th>전략</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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</tr>
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</thead>
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<tbody>
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<tr>
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<td>BM25: MDX제목 × Figma전체</td>
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<td>✗(20)</td>
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<td>✗(16)</td>
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<td>✗(20)</td>
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<td>✗(20)</td>
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<td><strong>0/4</strong></td>
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</tr>
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<tr>
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<td>Cross: MDX제목 × Figma전체</td>
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<td>✓</td>
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<td>✗(16)</td>
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<td>✗(15)</td>
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<td>✗(20)</td>
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<td><strong>1/4</strong></td>
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</tr>
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<tr>
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<td>SBERT-청크: MDX제목 × Figma전체</td>
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<td>✗(13)</td>
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<td>✗(20)</td>
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<td>✗(10)</td>
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<td>✗(20)</td>
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<td><strong>0/4</strong></td>
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</tr>
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<tr>
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<td>E5-청크: MDX제목 × Figma전체</td>
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<td>✗(16)</td>
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<td>✗(20)</td>
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<td>✗(20)</td>
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<td>✗(20)</td>
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<td><strong>0/4</strong></td>
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</tr>
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<tr>
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<td>BM25→Cross: MDX제목 × Figma전체</td>
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<td>✓</td>
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<td>✗(16)</td>
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<td>✗(15)</td>
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<td>✗(20)</td>
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<td><strong>1/4</strong></td>
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</tr>
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<tr>
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<td>Ensemble α=0.3 (A=BM25본문×전체 + B=Cross제목×제목)</td>
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<td>✓</td>
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<td>✗(29)</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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</tr>
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<tr>
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<td>Ensemble α=0.5 (A=BM25본문×전체 + B=Cross제목×제목)</td>
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<td>✓</td>
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<td>✗(29)</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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</tr>
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<tr>
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<td>Ensemble α=0.7 (A=BM25본문×전체 + B=Cross제목×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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</tr>
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<tr>
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<td>[기준] BM25: MDX전체 × Figma전체 (Phase 9)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✗(15)</td>
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<td>✓</td>
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<td><strong>3/4</strong></td>
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</tr>
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<tr>
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<td>[기준] Cross: MDX전체 × Figma전체 (Phase 9)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✗(20)</td>
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<td>✗(26)</td>
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<td><strong>2/4</strong></td>
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</tr>
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<tr>
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<td>[기준] BM25→Cross: MDX전체 × Figma전체 (Phase 9)</td>
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<td>✓</td>
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<td>✓</td>
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<td>✗(20)</td>
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<td>✓</td>
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<td><strong>3/4</strong></td>
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</tr>
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</tbody>
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</table>
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<hr />
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<h2>유닛별 전략 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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<tr>
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<th>전략</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>BM25: MDX제목 × Figma전체</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
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</tr>
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<tr>
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<td>Cross: MDX제목 × Figma전체</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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</tr>
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<tr>
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<td>SBERT-청크: MDX제목 × Figma전체</td>
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<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
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<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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</tr>
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<tr>
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<td>E5-청크: MDX제목 × Figma전체</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
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</tr>
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<tr>
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<td>BM25→Cross: MDX제목 × Figma전체</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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<td><img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
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</tr>
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<tr>
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<td>Ensemble α=0.3 (A=BM25본문×전체 + B=Cross제목×제목)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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</tr>
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<tr>
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<td>Ensemble α=0.5 (A=BM25본문×전체 + B=Cross제목×제목)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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</tr>
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<tr>
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<td>Ensemble α=0.7 (A=BM25본문×전체 + B=Cross제목×제목)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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</tr>
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<tr>
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<td>[기준] BM25: MDX전체 × Figma전체 (Phase 9)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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</tr>
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<tr>
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<td>[기준] Cross: MDX전체 × Figma전체 (Phase 9)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</td>
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</tr>
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<tr>
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<td>[기준] BM25→Cross: MDX전체 × Figma전체 (Phase 9)</td>
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<td>⭐ <img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="17" src="../../data/figma_previews/17.png" /><br><strong>17</strong><br>현황 및 문제점</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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<tr>
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<th>전략</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>BM25: MDX제목 × Figma전체</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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<td><img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
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</tr>
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<tr>
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<td>Cross: MDX제목 × Figma전체</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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</tr>
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<tr>
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<td>SBERT-청크: MDX제목 × Figma전체</td>
|
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td><img alt="27" src="../../data/figma_previews/27.png" /><br><strong>27</strong><br></td>
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</tr>
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<tr>
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<td>E5-청크: MDX제목 × Figma전체</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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</tr>
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<tr>
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<td>BM25→Cross: MDX제목 × Figma전체</td>
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<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
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<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
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<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
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</tr>
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<tr>
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<td>Ensemble α=0.3 (A=BM25본문×전체 + B=Cross제목×제목)</td>
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<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
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<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.5 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.7 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
|
||||
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] BM25: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] Cross: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
|
||||
<td><img alt="23" src="../../data/figma_previews/23.png" /><br><strong>23</strong><br>Application S/W…</td>
|
||||
<td><img alt="30" src="../../data/figma_previews/30.png" /><br><strong>30</strong><br>산업별 현황</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] BM25→Cross: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td>⭐ <img alt="14" src="../../data/figma_previews/14.png" /><br><strong>14</strong><br></td>
|
||||
<td><img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="08" src="../../data/figma_previews/08.png" /><br><strong>08</strong><br>효율적인 정보의 관리와 활용</td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
<h3>3. (MDX 03) 1. DX 시행을 위한 필수요건 — 정답 Frame <strong>13</strong></h3>
|
||||
<table>
|
||||
<thead>
|
||||
<tr>
|
||||
<th>전략</th>
|
||||
<th>1순위</th>
|
||||
<th>2순위</th>
|
||||
<th>3순위</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr>
|
||||
<td>BM25: MDX제목 × Figma전체</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Cross: MDX제목 × Figma전체</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>SBERT-청크: MDX제목 × Figma전체</td>
|
||||
<td><img alt="10" src="../../data/figma_previews/10.png" /><br><strong>10</strong><br>현장 실효성 증대 위한 **…</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>E5-청크: MDX제목 × Figma전체</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>BM25→Cross: MDX제목 × Figma전체</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.3 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="10" src="../../data/figma_previews/10.png" /><br><strong>10</strong><br>현장 실효성 증대 위한 **…</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.5 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.7 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] BM25: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td>⭐ <img alt="13" src="../../data/figma_previews/13.png" /><br><strong>13</strong><br>필수조건</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] Cross: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] BM25→Cross: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
<h3>4. (MDX 03) 2. Process 혁신과 Product 변화 — 정답 Frame <strong>29</strong></h3>
|
||||
<table>
|
||||
<thead>
|
||||
<tr>
|
||||
<th>전략</th>
|
||||
<th>1순위</th>
|
||||
<th>2순위</th>
|
||||
<th>3순위</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr>
|
||||
<td>BM25: MDX제목 × Figma전체</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Cross: MDX제목 × Figma전체</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>SBERT-청크: MDX제목 × Figma전체</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>E5-청크: MDX제목 × Figma전체</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>BM25→Cross: MDX제목 × Figma전체</td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td><img alt="16" src="../../data/figma_previews/16.png" /><br><strong>16</strong><br></td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.3 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.5 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>Ensemble α=0.7 (A=BM25본문×전체 + B=Cross제목×제목)</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] BM25: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
<td><img alt="18" src="../../data/figma_previews/18.png" /><br><strong>18</strong><br>BIM과 DX의 이해</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] Cross: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td><img alt="26" src="../../data/figma_previews/26.png" /><br><strong>26</strong><br></td>
|
||||
<td><img alt="20" src="../../data/figma_previews/20.png" /><br><strong>20</strong><br>디지털 전환(DX)은 S/W…</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>[기준] BM25→Cross: MDX전체 × Figma전체 (Phase 9)</td>
|
||||
<td>⭐ <img alt="29" src="../../data/figma_previews/29.png" /><br><strong>29</strong><br>좌측 배너 과정 (Proce…</td>
|
||||
<td><img alt="15" src="../../data/figma_previews/15.png" /><br><strong>15</strong><br>정책목표</td>
|
||||
<td><img alt="12" src="../../data/figma_previews/12.png" /><br><strong>12</strong><br>건설산업의 목표 (BIM의 …</td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</body>
|
||||
</html>
|
||||
Reference in New Issue
Block a user