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wip: phase_z2 evidence 파이프라인 + matching 실험(phase2~26) + 프론트 trace 패널 진행분 스냅샷

Browse Source 
- 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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Kyeongmin
2026-07-02 17:03:42 +09:00
co-authored by Claude Opus 4.8
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# Phase 4 — 의미 매칭 15개 매트릭스 (5 family × 3 전략)
### 5 family
- **SBERT** (jhgan/ko-sroberta) — NLI+STS 학습
- **KoSimCSE** (BM-K/KoSimCSE-roberta) — 대조학습
- **E5** (intfloat/multilingual-e5-base) — retrieval, query/passage 비대칭
- **Cross-encoder** (Dongjin-kr/ko-reranker) — 쌍 직접 채점
- **WordAvg** — 단어 임베딩 평균 (FastText 계열)
### 3 전략
- **원본**: 전체 텍스트
- **축약**: 제목(#/##/###) + 볼드(**xx**) 라벨만
- **청크**: 블릿/섹션 단위 쪼개서 각 MDX chunk → 최대 Figma chunk 유사도 → 평균
---
## 1. MDX01-intro (중목차 앞 본문)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (72%)<br>BIM과 DX의 이해 | ![17](../../data/figma_previews/17.png)<br>**17** (70%)<br>현황 및 문제점 | ![16](../../data/figma_previews/16.png)<br>**16** (68%)<br> |
| SBERT-축약 | ![28](../../data/figma_previews/28.png)<br>**28** (51%)<br>현존 상용 S/W의 현실 | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 | ![19](../../data/figma_previews/19.png)<br>**19** (50%)<br>**설계방식의 왜곡**은 엔… |
| SBERT-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (64%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (63%)<br> | ![17](../../data/figma_previews/17.png)<br>**17** (61%)<br>현황 및 문제점 |
| KoSimCSE-원본 | ![17](../../data/figma_previews/17.png)<br>**17** (75%)<br>현황 및 문제점 | ![18](../../data/figma_previews/18.png)<br>**18** (74%)<br>BIM과 DX의 이해 | ![19](../../data/figma_previews/19.png)<br>**19** (71%)<br>**설계방식의 왜곡**은 엔… |
| KoSimCSE-축약 | ![18](../../data/figma_previews/18.png)<br>**18** (53%)<br>BIM과 DX의 이해 | ![28](../../data/figma_previews/28.png)<br>**28** (52%)<br>현존 상용 S/W의 현실 | ![23](../../data/figma_previews/23.png)<br>**23** (51%)<br>Application S/W… |
| KoSimCSE-청크 | ![16](../../data/figma_previews/16.png)<br>**16** (64%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (64%)<br>BIM과 DX의 이해 | ![17](../../data/figma_previews/17.png)<br>**17** (63%)<br>현황 및 문제점 |
| E5-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (89%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (88%)<br> | ![17](../../data/figma_previews/17.png)<br>**17** (88%)<br>현황 및 문제점 |
| E5-축약 | ![30](../../data/figma_previews/30.png)<br>**30** (80%)<br>산업별 현황 | ![28](../../data/figma_previews/28.png)<br>**28** (80%)<br>현존 상용 S/W의 현실 | ![16](../../data/figma_previews/16.png)<br>**16** (80%)<br> |
| E5-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (87%)<br>BIM과 DX의 이해 | ![20](../../data/figma_previews/20.png)<br>**20** (87%)<br>디지털 전환(DX)은 S/W… | ![16](../../data/figma_previews/16.png)<br>**16** (87%)<br> |
| Cross-원본 | ![27](../../data/figma_previews/27.png)<br>**27** (50%)<br> | ![01](../../data/figma_previews/01.png)<br>**01** (50%)<br> | ![17](../../data/figma_previews/17.png)<br>**17** (50%)<br>현황 및 문제점 |
| Cross-축약 | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> | ![14](../../data/figma_previews/14.png)<br>**14** (50%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (50%)<br>건설산업의 목표 (BIM의 … |
| Cross-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (62%)<br>디지털 전환(DX)은 S/W… | ![18](../../data/figma_previews/18.png)<br>**18** (59%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (57%)<br> |
| WordAvg-원본 | ![16](../../data/figma_previews/16.png)<br>**16** (98%)<br> | ![24](../../data/figma_previews/24.png)<br>**24** (97%)<br>Engn. S/W의 구성 과… | ![18](../../data/figma_previews/18.png)<br>**18** (97%)<br>BIM과 DX의 이해 |
| WordAvg-축약 | ![01](../../data/figma_previews/01.png)<br>**01** (83%)<br> | ![09](../../data/figma_previews/09.png)<br>**09** (82%)<br>시공 전 모델 기반 시공상세… | ![23](../../data/figma_previews/23.png)<br>**23** (82%)<br>Application S/W… |
| WordAvg-청크 | ![19](../../data/figma_previews/19.png)<br>**19** (93%)<br>**설계방식의 왜곡**은 엔… | ![11](../../data/figma_previews/11.png)<br>**11** (92%)<br>시공단계 BIM 모델과 정보… | ![08](../../data/figma_previews/08.png)<br>**08** (91%)<br>효율적인 정보의 관리와 활용 |
---
## 2. MDX01-intro-details (팝업)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (77%)<br>BIM과 DX의 이해 | ![31](../../data/figma_previews/31.png)<br>**31** (76%)<br>산업별 특성 과 발전방향 | ![14](../../data/figma_previews/14.png)<br>**14** (76%)<br> |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (38%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (38%)<br>효율적인 정보의 관리와 활용 | ![19](../../data/figma_previews/19.png)<br>**19** (37%)<br>**설계방식의 왜곡**은 엔… |
| SBERT-청크 | ![30](../../data/figma_previews/30.png)<br>**30** (67%)<br>산업별 현황 | ![20](../../data/figma_previews/20.png)<br>**20** (66%)<br>디지털 전환(DX)은 S/W… | ![27](../../data/figma_previews/27.png)<br>**27** (63%)<br> |
| KoSimCSE-원본 | ![30](../../data/figma_previews/30.png)<br>**30** (82%)<br>산업별 현황 | ![11](../../data/figma_previews/11.png)<br>**11** (81%)<br>시공단계 BIM 모델과 정보… | ![31](../../data/figma_previews/31.png)<br>**31** (80%)<br>산업별 특성 과 발전방향 |
| KoSimCSE-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![14](../../data/figma_previews/14.png)<br>**14** (47%)<br> | ![11](../../data/figma_previews/11.png)<br>**11** (46%)<br>시공단계 BIM 모델과 정보… |
| KoSimCSE-청크 | ![30](../../data/figma_previews/30.png)<br>**30** (68%)<br>산업별 현황 | ![31](../../data/figma_previews/31.png)<br>**31** (67%)<br>산업별 특성 과 발전방향 | ![12](../../data/figma_previews/12.png)<br>**12** (67%)<br>건설산업의 목표 (BIM의 … |
| E5-원본 | ![27](../../data/figma_previews/27.png)<br>**27** (87%)<br> | ![17](../../data/figma_previews/17.png)<br>**17** (87%)<br>현황 및 문제점 | ![18](../../data/figma_previews/18.png)<br>**18** (87%)<br>BIM과 DX의 이해 |
| E5-축약 | ![30](../../data/figma_previews/30.png)<br>**30** (82%)<br>산업별 현황 | ![08](../../data/figma_previews/08.png)<br>**08** (81%)<br>효율적인 정보의 관리와 활용 | ![19](../../data/figma_previews/19.png)<br>**19** (81%)<br>**설계방식의 왜곡**은 엔… |
| E5-청크 | ![30](../../data/figma_previews/30.png)<br>**30** (87%)<br>산업별 현황 | ![20](../../data/figma_previews/20.png)<br>**20** (86%)<br>디지털 전환(DX)은 S/W… | ![27](../../data/figma_previews/27.png)<br>**27** (86%)<br> |
| Cross-원본 | ![07](../../data/figma_previews/07.png)<br>**07** (50%)<br> | ![24](../../data/figma_previews/24.png)<br>**24** (50%)<br>Engn. S/W의 구성 과… | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| Cross-축약 | ![19](../../data/figma_previews/19.png)<br>**19** (50%)<br>**설계방식의 왜곡**은 엔… | ![11](../../data/figma_previews/11.png)<br>**11** (50%)<br>시공단계 BIM 모델과 정보… | ![30](../../data/figma_previews/30.png)<br>**30** (50%)<br>산업별 현황 |
| Cross-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (54%)<br>디지털 전환(DX)은 S/W… | ![30](../../data/figma_previews/30.png)<br>**30** (54%)<br>산업별 현황 | ![18](../../data/figma_previews/18.png)<br>**18** (53%)<br>BIM과 DX의 이해 |
| WordAvg-원본 | ![25](../../data/figma_previews/25.png)<br>**25** (97%)<br>3rd Party | ![22](../../data/figma_previews/22.png)<br>**22** (97%)<br>Model에 특화된 Engn… | ![21](../../data/figma_previews/21.png)<br>**21** (96%)<br>Solution Engn. … |
| WordAvg-축약 | ![04](../../data/figma_previews/04.png)<br>**04** (94%)<br>국내 | ![18](../../data/figma_previews/18.png)<br>**18** (93%)<br>BIM과 DX의 이해 | ![08](../../data/figma_previews/08.png)<br>**08** (93%)<br>효율적인 정보의 관리와 활용 |
| WordAvg-청크 | ![11](../../data/figma_previews/11.png)<br>**11** (92%)<br>시공단계 BIM 모델과 정보… | ![19](../../data/figma_previews/19.png)<br>**19** (92%)<br>**설계방식의 왜곡**은 엔… | ![08](../../data/figma_previews/08.png)<br>**08** (92%)<br>효율적인 정보의 관리와 활용 |
---
## 3. MDX01-1 (중목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![27](../../data/figma_previews/27.png)<br>**27** (85%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (82%)<br>BIM과 DX의 이해 | ![07](../../data/figma_previews/07.png)<br>**07** (81%)<br> |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (56%)<br>좌측 배너 과정 (Proce… | ![20](../../data/figma_previews/20.png)<br>**20** (53%)<br>디지털 전환(DX)은 S/W… | ![19](../../data/figma_previews/19.png)<br>**19** (51%)<br>**설계방식의 왜곡**은 엔… |
| SBERT-청크 | ![31](../../data/figma_previews/31.png)<br>**31** (65%)<br>산업별 특성 과 발전방향 | ![12](../../data/figma_previews/12.png)<br>**12** (65%)<br>건설산업의 목표 (BIM의 … | ![30](../../data/figma_previews/30.png)<br>**30** (64%)<br>산업별 현황 |
| KoSimCSE-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (86%)<br>BIM과 DX의 이해 | ![31](../../data/figma_previews/31.png)<br>**31** (85%)<br>산업별 특성 과 발전방향 | ![32](../../data/figma_previews/32.png)<br>**32** (84%)<br>좌측 Engn. Soluti… |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (60%)<br>좌측 배너 과정 (Proce… | ![20](../../data/figma_previews/20.png)<br>**20** (58%)<br>디지털 전환(DX)은 S/W… | ![19](../../data/figma_previews/19.png)<br>**19** (54%)<br>**설계방식의 왜곡**은 엔… |
| KoSimCSE-청크 | ![31](../../data/figma_previews/31.png)<br>**31** (67%)<br>산업별 특성 과 발전방향 | ![30](../../data/figma_previews/30.png)<br>**30** (66%)<br>산업별 현황 | ![13](../../data/figma_previews/13.png)<br>**13** (66%)<br>필수조건 |
| E5-원본 | ![20](../../data/figma_previews/20.png)<br>**20** (89%)<br>디지털 전환(DX)은 S/W… | ![18](../../data/figma_previews/18.png)<br>**18** (88%)<br>BIM과 DX의 이해 | ![27](../../data/figma_previews/27.png)<br>**27** (88%)<br> |
| E5-축약 | ![30](../../data/figma_previews/30.png)<br>**30** (84%)<br>산업별 현황 | ![18](../../data/figma_previews/18.png)<br>**18** (84%)<br>BIM과 DX의 이해 | ![20](../../data/figma_previews/20.png)<br>**20** (84%)<br>디지털 전환(DX)은 S/W… |
| E5-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (86%)<br>디지털 전환(DX)은 S/W… | ![30](../../data/figma_previews/30.png)<br>**30** (86%)<br>산업별 현황 | ![27](../../data/figma_previews/27.png)<br>**27** (86%)<br> |
| Cross-원본 | ![27](../../data/figma_previews/27.png)<br>**27** (50%)<br> | ![07](../../data/figma_previews/07.png)<br>**07** (50%)<br> | ![19](../../data/figma_previews/19.png)<br>**19** (50%)<br>**설계방식의 왜곡**은 엔… |
| Cross-축약 | ![20](../../data/figma_previews/20.png)<br>**20** (50%)<br>디지털 전환(DX)은 S/W… | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 |
| Cross-청크 | ![12](../../data/figma_previews/12.png)<br>**12** (56%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (54%)<br> | ![30](../../data/figma_previews/30.png)<br>**30** (54%)<br>산업별 현황 |
| WordAvg-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (98%)<br>BIM과 DX의 이해 | ![25](../../data/figma_previews/25.png)<br>**25** (97%)<br>3rd Party | ![05](../../data/figma_previews/05.png)<br>**05** (97%)<br>보상현황·민원 관리 |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (96%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (96%)<br>BIM과 DX의 이해 | ![04](../../data/figma_previews/04.png)<br>**04** (96%)<br>국내 |
| WordAvg-청크 | ![19](../../data/figma_previews/19.png)<br>**19** (92%)<br>**설계방식의 왜곡**은 엔… | ![11](../../data/figma_previews/11.png)<br>**11** (91%)<br>시공단계 BIM 모델과 정보… | ![24](../../data/figma_previews/24.png)<br>**24** (91%)<br>Engn. S/W의 구성 과… |
---
## 4. MDX01-2 (중목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (85%)<br>BIM과 DX의 이해 | ![27](../../data/figma_previews/27.png)<br>**27** (82%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (78%)<br>좌측 배너 과정 (Proce… |
| SBERT-축약 | ![16](../../data/figma_previews/16.png)<br>**16** (43%)<br> | ![11](../../data/figma_previews/11.png)<br>**11** (42%)<br>시공단계 BIM 모델과 정보… | ![10](../../data/figma_previews/10.png)<br>**10** (41%)<br>현장 실효성 증대 위한 **… |
| SBERT-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (73%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (70%)<br>좌측 배너 과정 (Proce… | ![31](../../data/figma_previews/31.png)<br>**31** (67%)<br>산업별 특성 과 발전방향 |
| KoSimCSE-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (87%)<br>BIM과 DX의 이해 | ![31](../../data/figma_previews/31.png)<br>**31** (85%)<br>산업별 특성 과 발전방향 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-축약 | ![10](../../data/figma_previews/10.png)<br>**10** (52%)<br>현장 실효성 증대 위한 **… | ![11](../../data/figma_previews/11.png)<br>**11** (51%)<br>시공단계 BIM 모델과 정보… | ![08](../../data/figma_previews/08.png)<br>**08** (48%)<br>효율적인 정보의 관리와 활용 |
| KoSimCSE-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (75%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (73%)<br>좌측 배너 과정 (Proce… | ![31](../../data/figma_previews/31.png)<br>**31** (71%)<br>산업별 특성 과 발전방향 |
| E5-원본 | ![16](../../data/figma_previews/16.png)<br>**16** (90%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (90%)<br>BIM과 DX의 이해 | ![20](../../data/figma_previews/20.png)<br>**20** (89%)<br>디지털 전환(DX)은 S/W… |
| E5-축약 | ![19](../../data/figma_previews/19.png)<br>**19** (79%)<br>**설계방식의 왜곡**은 엔… | ![10](../../data/figma_previews/10.png)<br>**10** (79%)<br>현장 실효성 증대 위한 **… | ![16](../../data/figma_previews/16.png)<br>**16** (79%)<br> |
| E5-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (88%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (87%)<br> | ![20](../../data/figma_previews/20.png)<br>**20** (87%)<br>디지털 전환(DX)은 S/W… |
| Cross-원본 | ![27](../../data/figma_previews/27.png)<br>**27** (73%)<br> | ![16](../../data/figma_previews/16.png)<br>**16** (73%)<br> | ![15](../../data/figma_previews/15.png)<br>**15** (73%)<br>정책목표 |
| Cross-축약 | ![17](../../data/figma_previews/17.png)<br>**17** (50%)<br>현황 및 문제점 | ![12](../../data/figma_previews/12.png)<br>**12** (50%)<br>건설산업의 목표 (BIM의 … | ![11](../../data/figma_previews/11.png)<br>**11** (50%)<br>시공단계 BIM 모델과 정보… |
| Cross-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (62%)<br>디지털 전환(DX)은 S/W… | ![18](../../data/figma_previews/18.png)<br>**18** (62%)<br>BIM과 DX의 이해 | ![12](../../data/figma_previews/12.png)<br>**12** (60%)<br>건설산업의 목표 (BIM의 … |
| WordAvg-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (97%)<br>BIM과 DX의 이해 | ![25](../../data/figma_previews/25.png)<br>**25** (97%)<br>3rd Party | ![05](../../data/figma_previews/05.png)<br>**05** (97%)<br>보상현황·민원 관리 |
| WordAvg-축약 | ![23](../../data/figma_previews/23.png)<br>**23** (77%)<br>Application S/W… | ![05](../../data/figma_previews/05.png)<br>**05** (76%)<br>보상현황·민원 관리 | ![01](../../data/figma_previews/01.png)<br>**01** (75%)<br> |
| WordAvg-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (94%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (93%)<br>좌측 배너 과정 (Proce… | ![25](../../data/figma_previews/25.png)<br>**25** (93%)<br>3rd Party |
---
## 5. MDX01-2-image (이미지)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (64%)<br>BIM과 DX의 이해 | ![01](../../data/figma_previews/01.png)<br>**01** (63%)<br> | ![22](../../data/figma_previews/22.png)<br>**22** (59%)<br>Model에 특화된 Engn… |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (57%)<br>좌측 배너 과정 (Proce… | ![19](../../data/figma_previews/19.png)<br>**19** (56%)<br>**설계방식의 왜곡**은 엔… | ![24](../../data/figma_previews/24.png)<br>**24** (55%)<br>Engn. S/W의 구성 과… |
| SBERT-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (68%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (62%)<br> | ![13](../../data/figma_previews/13.png)<br>**13** (62%)<br>필수조건 |
| KoSimCSE-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (66%)<br>BIM과 DX의 이해 | ![30](../../data/figma_previews/30.png)<br>**30** (66%)<br>산업별 현황 | ![29](../../data/figma_previews/29.png)<br>**29** (65%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (63%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (63%)<br>산업별 현황 | ![20](../../data/figma_previews/20.png)<br>**20** (63%)<br>디지털 전환(DX)은 S/W… |
| KoSimCSE-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (68%)<br>BIM과 DX의 이해 | ![20](../../data/figma_previews/20.png)<br>**20** (63%)<br>디지털 전환(DX)은 S/W… | ![13](../../data/figma_previews/13.png)<br>**13** (63%)<br>필수조건 |
| E5-원본 | ![16](../../data/figma_previews/16.png)<br>**16** (85%)<br> | ![20](../../data/figma_previews/20.png)<br>**20** (85%)<br>디지털 전환(DX)은 S/W… | ![15](../../data/figma_previews/15.png)<br>**15** (85%)<br>정책목표 |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (82%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (81%)<br>효율적인 정보의 관리와 활용 | ![13](../../data/figma_previews/13.png)<br>**13** (81%)<br>필수조건 |
| E5-청크 | ![16](../../data/figma_previews/16.png)<br>**16** (87%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (85%)<br>BIM과 DX의 이해 | ![20](../../data/figma_previews/20.png)<br>**20** (84%)<br>디지털 전환(DX)은 S/W… |
| Cross-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 | ![20](../../data/figma_previews/20.png)<br>**20** (50%)<br>디지털 전환(DX)은 S/W… | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| Cross-축약 | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![30](../../data/figma_previews/30.png)<br>**30** (50%)<br>산업별 현황 |
| Cross-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (50%)<br>디지털 전환(DX)은 S/W… | ![12](../../data/figma_previews/12.png)<br>**12** (50%)<br>건설산업의 목표 (BIM의 … | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| WordAvg-원본 | ![22](../../data/figma_previews/22.png)<br>**22** (95%)<br>Model에 특화된 Engn… | ![21](../../data/figma_previews/21.png)<br>**21** (95%)<br>Solution Engn. … | ![25](../../data/figma_previews/25.png)<br>**25** (94%)<br>3rd Party |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (94%)<br>좌측 배너 과정 (Proce… | ![11](../../data/figma_previews/11.png)<br>**11** (94%)<br>시공단계 BIM 모델과 정보… | ![24](../../data/figma_previews/24.png)<br>**24** (94%)<br>Engn. S/W의 구성 과… |
| WordAvg-청크 | ![25](../../data/figma_previews/25.png)<br>**25** (95%)<br>3rd Party | ![22](../../data/figma_previews/22.png)<br>**22** (95%)<br>Model에 특화된 Engn… | ![12](../../data/figma_previews/12.png)<br>**12** (94%)<br>건설산업의 목표 (BIM의 … |
---
## 6. MDX01-2-details (팝업+표)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (89%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (80%)<br>산업별 현황 |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (76%)<br>좌측 배너 과정 (Proce… | ![19](../../data/figma_previews/19.png)<br>**19** (64%)<br>**설계방식의 왜곡**은 엔… | ![20](../../data/figma_previews/20.png)<br>**20** (62%)<br>디지털 전환(DX)은 S/W… |
| SBERT-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (83%)<br>BIM과 DX의 이해 | ![09](../../data/figma_previews/09.png)<br>**09** (76%)<br>시공 전 모델 기반 시공상세… | ![25](../../data/figma_previews/25.png)<br>**25** (76%)<br>3rd Party |
| KoSimCSE-원본 | ![30](../../data/figma_previews/30.png)<br>**30** (90%)<br>산업별 현황 | ![18](../../data/figma_previews/18.png)<br>**18** (89%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (86%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (77%)<br>좌측 배너 과정 (Proce… | ![11](../../data/figma_previews/11.png)<br>**11** (69%)<br>시공단계 BIM 모델과 정보… | ![15](../../data/figma_previews/15.png)<br>**15** (67%)<br>정책목표 |
| KoSimCSE-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (83%)<br>BIM과 DX의 이해 | ![25](../../data/figma_previews/25.png)<br>**25** (82%)<br>3rd Party | ![07](../../data/figma_previews/07.png)<br>**07** (76%)<br> |
| E5-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (92%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (90%)<br> | ![30](../../data/figma_previews/30.png)<br>**30** (89%)<br>산업별 현황 |
| E5-축약 | ![30](../../data/figma_previews/30.png)<br>**30** (85%)<br>산업별 현황 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (84%)<br>BIM과 DX의 이해 |
| E5-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (90%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (89%)<br> | ![07](../../data/figma_previews/07.png)<br>**07** (89%)<br> |
| Cross-원본 | ![24](../../data/figma_previews/24.png)<br>**24** (50%)<br>Engn. S/W의 구성 과… | ![07](../../data/figma_previews/07.png)<br>**07** (50%)<br> | ![10](../../data/figma_previews/10.png)<br>**10** (50%)<br>현장 실효성 증대 위한 **… |
| Cross-축약 | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 | ![20](../../data/figma_previews/20.png)<br>**20** (50%)<br>디지털 전환(DX)은 S/W… | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 |
| Cross-청크 | ![13](../../data/figma_previews/13.png)<br>**13** (50%)<br>필수조건 | ![30](../../data/figma_previews/30.png)<br>**30** (50%)<br>산업별 현황 | ![09](../../data/figma_previews/09.png)<br>**09** (50%)<br>시공 전 모델 기반 시공상세… |
| WordAvg-원본 | ![11](../../data/figma_previews/11.png)<br>**11** (97%)<br>시공단계 BIM 모델과 정보… | ![08](../../data/figma_previews/08.png)<br>**08** (96%)<br>효율적인 정보의 관리와 활용 | ![25](../../data/figma_previews/25.png)<br>**25** (95%)<br>3rd Party |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (95%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (94%)<br>산업별 현황 | ![08](../../data/figma_previews/08.png)<br>**08** (94%)<br>효율적인 정보의 관리와 활용 |
| WordAvg-청크 | ![11](../../data/figma_previews/11.png)<br>**11** (95%)<br>시공단계 BIM 모델과 정보… | ![25](../../data/figma_previews/25.png)<br>**25** (94%)<br>3rd Party | ![14](../../data/figma_previews/14.png)<br>**14** (94%)<br> |
---
## 7. MDX02-1 (중목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![12](../../data/figma_previews/12.png)<br>**12** (78%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (76%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (75%)<br> |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (59%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (57%)<br>건설산업의 목표 (BIM의 … | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 |
| SBERT-청크 | ![12](../../data/figma_previews/12.png)<br>**12** (76%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (65%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (64%)<br> |
| KoSimCSE-원본 | ![12](../../data/figma_previews/12.png)<br>**12** (87%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (84%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (82%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-축약 | ![12](../../data/figma_previews/12.png)<br>**12** (67%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (54%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (54%)<br>정책목표 |
| KoSimCSE-청크 | ![12](../../data/figma_previews/12.png)<br>**12** (78%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (69%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (68%)<br>좌측 배너 과정 (Proce… |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (88%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (87%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (86%)<br> |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (82%)<br>건설산업의 목표 (BIM의 … | ![16](../../data/figma_previews/16.png)<br>**16** (82%)<br> |
| E5-청크 | ![12](../../data/figma_previews/12.png)<br>**12** (89%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (88%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (87%)<br>좌측 배너 과정 (Proce… |
| Cross-원본 | ![12](../../data/figma_previews/12.png)<br>**12** (55%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (50%)<br> | ![08](../../data/figma_previews/08.png)<br>**08** (50%)<br>효율적인 정보의 관리와 활용 |
| Cross-축약 | ![12](../../data/figma_previews/12.png)<br>**12** (50%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (50%)<br>좌측 배너 과정 (Proce… | ![13](../../data/figma_previews/13.png)<br>**13** (50%)<br>필수조건 |
| Cross-청크 | ![12](../../data/figma_previews/12.png)<br>**12** (73%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (60%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (58%)<br> |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (97%)<br>효율적인 정보의 관리와 활용 | ![11](../../data/figma_previews/11.png)<br>**11** (95%)<br>시공단계 BIM 모델과 정보… | ![19](../../data/figma_previews/19.png)<br>**19** (92%)<br>**설계방식의 왜곡**은 엔… |
| WordAvg-축약 | ![12](../../data/figma_previews/12.png)<br>**12** (93%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (93%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (92%)<br>효율적인 정보의 관리와 활용 |
| WordAvg-청크 | ![11](../../data/figma_previews/11.png)<br>**11** (95%)<br>시공단계 BIM 모델과 정보… | ![19](../../data/figma_previews/19.png)<br>**19** (94%)<br>**설계방식의 왜곡**은 엔… | ![08](../../data/figma_previews/08.png)<br>**08** (94%)<br>효율적인 정보의 관리와 활용 |
---
## 8. MDX02-1-image (이미지)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (53%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> | ![32](../../data/figma_previews/32.png)<br>**32** (50%)<br>좌측 Engn. Soluti… |
| SBERT-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (53%)<br>정책목표 | ![18](../../data/figma_previews/18.png)<br>**18** (49%)<br>BIM과 DX의 이해 | ![32](../../data/figma_previews/32.png)<br>**32** (49%)<br>좌측 Engn. Soluti… |
| SBERT-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (62%)<br>BIM과 DX의 이해 | ![15](../../data/figma_previews/15.png)<br>**15** (56%)<br>정책목표 | ![32](../../data/figma_previews/32.png)<br>**32** (56%)<br>좌측 Engn. Soluti… |
| KoSimCSE-원본 | ![32](../../data/figma_previews/32.png)<br>**32** (59%)<br>좌측 Engn. Soluti… | ![08](../../data/figma_previews/08.png)<br>**08** (59%)<br>효율적인 정보의 관리와 활용 | ![29](../../data/figma_previews/29.png)<br>**29** (57%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-축약 | ![32](../../data/figma_previews/32.png)<br>**32** (58%)<br>좌측 Engn. Soluti… | ![10](../../data/figma_previews/10.png)<br>**10** (55%)<br>현장 실효성 증대 위한 **… | ![18](../../data/figma_previews/18.png)<br>**18** (54%)<br>BIM과 DX의 이해 |
| KoSimCSE-청크 | ![15](../../data/figma_previews/15.png)<br>**15** (72%)<br>정책목표 | ![12](../../data/figma_previews/12.png)<br>**12** (68%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (63%)<br> |
| E5-원본 | ![20](../../data/figma_previews/20.png)<br>**20** (85%)<br>디지털 전환(DX)은 S/W… | ![32](../../data/figma_previews/32.png)<br>**32** (85%)<br>좌측 Engn. Soluti… | ![16](../../data/figma_previews/16.png)<br>**16** (85%)<br> |
| E5-축약 | ![32](../../data/figma_previews/32.png)<br>**32** (82%)<br>좌측 Engn. Soluti… | ![16](../../data/figma_previews/16.png)<br>**16** (82%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (81%)<br>BIM과 DX의 이해 |
| E5-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (86%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (85%)<br> | ![20](../../data/figma_previews/20.png)<br>**20** (84%)<br>디지털 전환(DX)은 S/W… |
| Cross-원본 | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| Cross-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 | ![17](../../data/figma_previews/17.png)<br>**17** (50%)<br>현황 및 문제점 |
| Cross-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (52%)<br>디지털 전환(DX)은 S/W… | ![14](../../data/figma_previews/14.png)<br>**14** (52%)<br> | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| WordAvg-원본 | ![22](../../data/figma_previews/22.png)<br>**22** (95%)<br>Model에 특화된 Engn… | ![21](../../data/figma_previews/21.png)<br>**21** (95%)<br>Solution Engn. … | ![25](../../data/figma_previews/25.png)<br>**25** (94%)<br>3rd Party |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (94%)<br>좌측 배너 과정 (Proce… | ![24](../../data/figma_previews/24.png)<br>**24** (93%)<br>Engn. S/W의 구성 과… | ![11](../../data/figma_previews/11.png)<br>**11** (93%)<br>시공단계 BIM 모델과 정보… |
| WordAvg-청크 | ![25](../../data/figma_previews/25.png)<br>**25** (95%)<br>3rd Party | ![22](../../data/figma_previews/22.png)<br>**22** (94%)<br>Model에 특화된 Engn… | ![13](../../data/figma_previews/13.png)<br>**13** (94%)<br>필수조건 |
---
## 9. MDX02-2 (중목차(컨테이너))
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (83%)<br>BIM과 DX의 이해 | ![14](../../data/figma_previews/14.png)<br>**14** (83%)<br> |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (72%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (62%)<br>효율적인 정보의 관리와 활용 | ![15](../../data/figma_previews/15.png)<br>**15** (59%)<br>정책목표 |
| SBERT-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (62%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (60%)<br>건설산업의 목표 (BIM의 … | ![18](../../data/figma_previews/18.png)<br>**18** (60%)<br>BIM과 DX의 이해 |
| KoSimCSE-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (90%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (87%)<br>건설산업의 목표 (BIM의 … | ![18](../../data/figma_previews/18.png)<br>**18** (87%)<br>BIM과 DX의 이해 |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (72%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (67%)<br>정책목표 | ![08](../../data/figma_previews/08.png)<br>**08** (66%)<br>효율적인 정보의 관리와 활용 |
| KoSimCSE-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (66%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (65%)<br>BIM과 DX의 이해 | ![32](../../data/figma_previews/32.png)<br>**32** (63%)<br>좌측 Engn. Soluti… |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (89%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (89%)<br>효율적인 정보의 관리와 활용 | ![16](../../data/figma_previews/16.png)<br>**16** (89%)<br> |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (83%)<br>산업별 현황 | ![08](../../data/figma_previews/08.png)<br>**08** (82%)<br>효율적인 정보의 관리와 활용 |
| E5-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (85%)<br>건설산업의 목표 (BIM의 … | ![20](../../data/figma_previews/20.png)<br>**20** (85%)<br>디지털 전환(DX)은 S/W… |
| Cross-원본 | ![24](../../data/figma_previews/24.png)<br>**24** (50%)<br>Engn. S/W의 구성 과… | ![23](../../data/figma_previews/23.png)<br>**23** (50%)<br>Application S/W… | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| Cross-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![29](../../data/figma_previews/29.png)<br>**29** (50%)<br>좌측 배너 과정 (Proce… | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| Cross-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (53%)<br>디지털 전환(DX)은 S/W… | ![29](../../data/figma_previews/29.png)<br>**29** (52%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (52%)<br>정책목표 |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (97%)<br>효율적인 정보의 관리와 활용 | ![14](../../data/figma_previews/14.png)<br>**14** (97%)<br> | ![31](../../data/figma_previews/31.png)<br>**31** (96%)<br>산업별 특성 과 발전방향 |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (91%)<br>좌측 배너 과정 (Proce… | ![25](../../data/figma_previews/25.png)<br>**25** (89%)<br>3rd Party | ![30](../../data/figma_previews/30.png)<br>**30** (89%)<br>산업별 현황 |
| WordAvg-청크 | ![19](../../data/figma_previews/19.png)<br>**19** (92%)<br>**설계방식의 왜곡**은 엔… | ![08](../../data/figma_previews/08.png)<br>**08** (92%)<br>효율적인 정보의 관리와 활용 | ![11](../../data/figma_previews/11.png)<br>**11** (92%)<br>시공단계 BIM 모델과 정보… |
---
## 10. MDX02-2.1 (소목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (75%)<br>좌측 배너 과정 (Proce… | ![27](../../data/figma_previews/27.png)<br>**27** (75%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (74%)<br>BIM과 DX의 이해 |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (64%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (58%)<br>효율적인 정보의 관리와 활용 | ![30](../../data/figma_previews/30.png)<br>**30** (54%)<br>산업별 현황 |
| SBERT-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (64%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (62%)<br>효율적인 정보의 관리와 활용 | ![18](../../data/figma_previews/18.png)<br>**18** (62%)<br>BIM과 DX의 이해 |
| KoSimCSE-원본 | ![18](../../data/figma_previews/18.png)<br>**18** (79%)<br>BIM과 DX의 이해 | ![19](../../data/figma_previews/19.png)<br>**19** (79%)<br>**설계방식의 왜곡**은 엔… | ![31](../../data/figma_previews/31.png)<br>**31** (77%)<br>산업별 특성 과 발전방향 |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (65%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (61%)<br>정책목표 | ![12](../../data/figma_previews/12.png)<br>**12** (59%)<br>건설산업의 목표 (BIM의 … |
| KoSimCSE-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (67%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (67%)<br>좌측 배너 과정 (Proce… | ![31](../../data/figma_previews/31.png)<br>**31** (65%)<br>산업별 특성 과 발전방향 |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (87%)<br>좌측 배너 과정 (Proce… | ![17](../../data/figma_previews/17.png)<br>**17** (86%)<br>현황 및 문제점 | ![16](../../data/figma_previews/16.png)<br>**16** (86%)<br> |
| E5-축약 | ![30](../../data/figma_previews/30.png)<br>**30** (82%)<br>산업별 현황 | ![29](../../data/figma_previews/29.png)<br>**29** (82%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (81%)<br>효율적인 정보의 관리와 활용 |
| E5-청크 | ![14](../../data/figma_previews/14.png)<br>**14** (85%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (85%)<br>건설산업의 목표 (BIM의 … |
| Cross-원본 | ![32](../../data/figma_previews/32.png)<br>**32** (50%)<br>좌측 Engn. Soluti… | ![27](../../data/figma_previews/27.png)<br>**27** (50%)<br> | ![31](../../data/figma_previews/31.png)<br>**31** (50%)<br>산업별 특성 과 발전방향 |
| Cross-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (50%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (50%)<br>산업별 현황 | ![12](../../data/figma_previews/12.png)<br>**12** (50%)<br>건설산업의 목표 (BIM의 … |
| Cross-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (56%)<br>디지털 전환(DX)은 S/W… | ![15](../../data/figma_previews/15.png)<br>**15** (53%)<br>정책목표 | ![29](../../data/figma_previews/29.png)<br>**29** (53%)<br>좌측 배너 과정 (Proce… |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (94%)<br>효율적인 정보의 관리와 활용 | ![11](../../data/figma_previews/11.png)<br>**11** (91%)<br>시공단계 BIM 모델과 정보… | ![19](../../data/figma_previews/19.png)<br>**19** (89%)<br>**설계방식의 왜곡**은 엔… |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (86%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (85%)<br>정책목표 | ![08](../../data/figma_previews/08.png)<br>**08** (85%)<br>효율적인 정보의 관리와 활용 |
| WordAvg-청크 | ![11](../../data/figma_previews/11.png)<br>**11** (94%)<br>시공단계 BIM 모델과 정보… | ![19](../../data/figma_previews/19.png)<br>**19** (94%)<br>**설계방식의 왜곡**은 엔… | ![08](../../data/figma_previews/08.png)<br>**08** (94%)<br>효율적인 정보의 관리와 활용 |
---
## 11. MDX02-2.2 (소목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (89%)<br> | ![07](../../data/figma_previews/07.png)<br>**07** (85%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (82%)<br>건설산업의 목표 (BIM의 … |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (64%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (59%)<br>효율적인 정보의 관리와 활용 | ![15](../../data/figma_previews/15.png)<br>**15** (57%)<br>정책목표 |
| SBERT-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (62%)<br>BIM과 DX의 이해 | ![07](../../data/figma_previews/07.png)<br>**07** (61%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (61%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (91%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (88%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (63%)<br>정책목표 | ![29](../../data/figma_previews/29.png)<br>**29** (60%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (58%)<br>효율적인 정보의 관리와 활용 |
| KoSimCSE-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (67%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (64%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (64%)<br> |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (89%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (89%)<br> | ![31](../../data/figma_previews/31.png)<br>**31** (88%)<br>산업별 특성 과 발전방향 |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (83%)<br>산업별 현황 | ![16](../../data/figma_previews/16.png)<br>**16** (83%)<br> |
| E5-청크 | ![20](../../data/figma_previews/20.png)<br>**20** (87%)<br>디지털 전환(DX)은 S/W… | ![18](../../data/figma_previews/18.png)<br>**18** (87%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (86%)<br> |
| Cross-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (61%)<br> | ![23](../../data/figma_previews/23.png)<br>**23** (53%)<br>Application S/W… | ![18](../../data/figma_previews/18.png)<br>**18** (53%)<br>BIM과 DX의 이해 |
| Cross-축약 | ![07](../../data/figma_previews/07.png)<br>**07** (50%)<br> | ![24](../../data/figma_previews/24.png)<br>**24** (50%)<br>Engn. S/W의 구성 과… | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 |
| Cross-청크 | ![31](../../data/figma_previews/31.png)<br>**31** (55%)<br>산업별 특성 과 발전방향 | ![30](../../data/figma_previews/30.png)<br>**30** (55%)<br>산업별 현황 | ![14](../../data/figma_previews/14.png)<br>**14** (53%)<br> |
| WordAvg-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (98%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (97%)<br>건설산업의 목표 (BIM의 … | ![18](../../data/figma_previews/18.png)<br>**18** (97%)<br>BIM과 DX의 이해 |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (92%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (91%)<br>산업별 현황 | ![08](../../data/figma_previews/08.png)<br>**08** (91%)<br>효율적인 정보의 관리와 활용 |
| WordAvg-청크 | ![24](../../data/figma_previews/24.png)<br>**24** (94%)<br>Engn. S/W의 구성 과… | ![18](../../data/figma_previews/18.png)<br>**18** (94%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (94%)<br>좌측 배너 과정 (Proce… |
---
## 12. MDX02-2.2-table (표)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (89%)<br> | ![07](../../data/figma_previews/07.png)<br>**07** (85%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (82%)<br>좌측 배너 과정 (Proce… |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (64%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (59%)<br>효율적인 정보의 관리와 활용 | ![15](../../data/figma_previews/15.png)<br>**15** (57%)<br>정책목표 |
| SBERT-청크 | ![07](../../data/figma_previews/07.png)<br>**07** (84%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (74%)<br>BIM과 DX의 이해 | ![09](../../data/figma_previews/09.png)<br>**09** (73%)<br>시공 전 모델 기반 시공상세… |
| KoSimCSE-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (91%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (88%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… |
| KoSimCSE-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (63%)<br>정책목표 | ![29](../../data/figma_previews/29.png)<br>**29** (60%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (58%)<br>효율적인 정보의 관리와 활용 |
| KoSimCSE-청크 | ![07](../../data/figma_previews/07.png)<br>**07** (81%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (80%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (70%)<br>좌측 배너 과정 (Proce… |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (89%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (89%)<br> | ![31](../../data/figma_previews/31.png)<br>**31** (88%)<br>산업별 특성 과 발전방향 |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (83%)<br>산업별 현황 | ![16](../../data/figma_previews/16.png)<br>**16** (83%)<br> |
| E5-청크 | ![07](../../data/figma_previews/07.png)<br>**07** (88%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (88%)<br>BIM과 DX의 이해 | ![11](../../data/figma_previews/11.png)<br>**11** (87%)<br>시공단계 BIM 모델과 정보… |
| Cross-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (61%)<br> | ![23](../../data/figma_previews/23.png)<br>**23** (53%)<br>Application S/W… | ![18](../../data/figma_previews/18.png)<br>**18** (53%)<br>BIM과 DX의 이해 |
| Cross-축약 | ![07](../../data/figma_previews/07.png)<br>**07** (50%)<br> | ![24](../../data/figma_previews/24.png)<br>**24** (50%)<br>Engn. S/W의 구성 과… | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 |
| Cross-청크 | ![30](../../data/figma_previews/30.png)<br>**30** (59%)<br>산업별 현황 | ![31](../../data/figma_previews/31.png)<br>**31** (59%)<br>산업별 특성 과 발전방향 | ![14](../../data/figma_previews/14.png)<br>**14** (55%)<br> |
| WordAvg-원본 | ![14](../../data/figma_previews/14.png)<br>**14** (98%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (97%)<br>건설산업의 목표 (BIM의 … | ![18](../../data/figma_previews/18.png)<br>**18** (97%)<br>BIM과 DX의 이해 |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (92%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (91%)<br>산업별 현황 | ![08](../../data/figma_previews/08.png)<br>**08** (91%)<br>효율적인 정보의 관리와 활용 |
| WordAvg-청크 | ![18](../../data/figma_previews/18.png)<br>**18** (97%)<br>BIM과 DX의 이해 | ![24](../../data/figma_previews/24.png)<br>**24** (96%)<br>Engn. S/W의 구성 과… | ![29](../../data/figma_previews/29.png)<br>**29** (95%)<br>좌측 배너 과정 (Proce… |
---
## 13. MDX03-1 (중목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![27](../../data/figma_previews/27.png)<br>**27** (81%)<br> | ![15](../../data/figma_previews/15.png)<br>**15** (79%)<br>정책목표 | ![18](../../data/figma_previews/18.png)<br>**18** (76%)<br>BIM과 DX의 이해 |
| SBERT-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (61%)<br>정책목표 | ![29](../../data/figma_previews/29.png)<br>**29** (60%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (49%)<br>효율적인 정보의 관리와 활용 |
| SBERT-청크 | ![15](../../data/figma_previews/15.png)<br>**15** (76%)<br>정책목표 | ![13](../../data/figma_previews/13.png)<br>**13** (72%)<br>필수조건 | ![20](../../data/figma_previews/20.png)<br>**20** (60%)<br>디지털 전환(DX)은 S/W… |
| KoSimCSE-원본 | ![15](../../data/figma_previews/15.png)<br>**15** (88%)<br>정책목표 | ![18](../../data/figma_previews/18.png)<br>**18** (86%)<br>BIM과 DX의 이해 | ![27](../../data/figma_previews/27.png)<br>**27** (86%)<br> |
| KoSimCSE-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (66%)<br>정책목표 | ![29](../../data/figma_previews/29.png)<br>**29** (58%)<br>좌측 배너 과정 (Proce… | ![13](../../data/figma_previews/13.png)<br>**13** (52%)<br>필수조건 |
| KoSimCSE-청크 | ![15](../../data/figma_previews/15.png)<br>**15** (79%)<br>정책목표 | ![13](../../data/figma_previews/13.png)<br>**13** (71%)<br>필수조건 | ![29](../../data/figma_previews/29.png)<br>**29** (62%)<br>좌측 배너 과정 (Proce… |
| E5-원본 | ![15](../../data/figma_previews/15.png)<br>**15** (89%)<br>정책목표 | ![13](../../data/figma_previews/13.png)<br>**13** (88%)<br>필수조건 | ![20](../../data/figma_previews/20.png)<br>**20** (88%)<br>디지털 전환(DX)은 S/W… |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (83%)<br>좌측 배너 과정 (Proce… | ![16](../../data/figma_previews/16.png)<br>**16** (83%)<br> | ![15](../../data/figma_previews/15.png)<br>**15** (83%)<br>정책목표 |
| E5-청크 | ![15](../../data/figma_previews/15.png)<br>**15** (89%)<br>정책목표 | ![13](../../data/figma_previews/13.png)<br>**13** (87%)<br>필수조건 | ![12](../../data/figma_previews/12.png)<br>**12** (86%)<br>건설산업의 목표 (BIM의 … |
| Cross-원본 | ![13](../../data/figma_previews/13.png)<br>**13** (51%)<br>필수조건 | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![17](../../data/figma_previews/17.png)<br>**17** (50%)<br>현황 및 문제점 |
| Cross-축약 | ![15](../../data/figma_previews/15.png)<br>**15** (73%)<br>정책목표 | ![13](../../data/figma_previews/13.png)<br>**13** (54%)<br>필수조건 | ![16](../../data/figma_previews/16.png)<br>**16** (51%)<br> |
| Cross-청크 | ![15](../../data/figma_previews/15.png)<br>**15** (67%)<br>정책목표 | ![13](../../data/figma_previews/13.png)<br>**13** (60%)<br>필수조건 | ![12](../../data/figma_previews/12.png)<br>**12** (53%)<br>건설산업의 목표 (BIM의 … |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (96%)<br>효율적인 정보의 관리와 활용 | ![19](../../data/figma_previews/19.png)<br>**19** (93%)<br>**설계방식의 왜곡**은 엔… | ![29](../../data/figma_previews/29.png)<br>**29** (93%)<br>좌측 배너 과정 (Proce… |
| WordAvg-축약 | ![25](../../data/figma_previews/25.png)<br>**25** (89%)<br>3rd Party | ![29](../../data/figma_previews/29.png)<br>**29** (89%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (88%)<br>산업별 현황 |
| WordAvg-청크 | ![19](../../data/figma_previews/19.png)<br>**19** (91%)<br>**설계방식의 왜곡**은 엔… | ![11](../../data/figma_previews/11.png)<br>**11** (90%)<br>시공단계 BIM 모델과 정보… | ![08](../../data/figma_previews/08.png)<br>**08** (89%)<br>효율적인 정보의 관리와 활용 |
---
## 14. MDX03-2 (중목차(컨테이너))
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (90%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (84%)<br>BIM과 DX의 이해 | ![27](../../data/figma_previews/27.png)<br>**27** (82%)<br> |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (61%)<br>정책목표 | ![08](../../data/figma_previews/08.png)<br>**08** (60%)<br>효율적인 정보의 관리와 활용 |
| SBERT-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (81%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (61%)<br>건설산업의 목표 (BIM의 … | ![30](../../data/figma_previews/30.png)<br>**30** (59%)<br>산업별 현황 |
| KoSimCSE-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (95%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (90%)<br>BIM과 DX의 이해 | ![32](../../data/figma_previews/32.png)<br>**32** (87%)<br>좌측 Engn. Soluti… |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (69%)<br>정책목표 | ![12](../../data/figma_previews/12.png)<br>**12** (68%)<br>건설산업의 목표 (BIM의 … |
| KoSimCSE-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (83%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (64%)<br>건설산업의 목표 (BIM의 … | ![18](../../data/figma_previews/18.png)<br>**18** (64%)<br>BIM과 DX의 이해 |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (91%)<br>좌측 배너 과정 (Proce… | ![16](../../data/figma_previews/16.png)<br>**16** (88%)<br> | ![20](../../data/figma_previews/20.png)<br>**20** (88%)<br>디지털 전환(DX)은 S/W… |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (89%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (83%)<br>산업별 현황 | ![08](../../data/figma_previews/08.png)<br>**08** (83%)<br>효율적인 정보의 관리와 활용 |
| E5-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (90%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (86%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (86%)<br> |
| Cross-원본 | ![16](../../data/figma_previews/16.png)<br>**16** (59%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (55%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (52%)<br>건설산업의 목표 (BIM의 … |
| Cross-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (62%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> |
| Cross-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (69%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (59%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (54%)<br> |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (98%)<br>효율적인 정보의 관리와 활용 | ![11](../../data/figma_previews/11.png)<br>**11** (97%)<br>시공단계 BIM 모델과 정보… | ![18](../../data/figma_previews/18.png)<br>**18** (96%)<br>BIM과 DX의 이해 |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (96%)<br>좌측 배너 과정 (Proce… | ![25](../../data/figma_previews/25.png)<br>**25** (94%)<br>3rd Party | ![32](../../data/figma_previews/32.png)<br>**32** (94%)<br>좌측 Engn. Soluti… |
| WordAvg-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (93%)<br>좌측 배너 과정 (Proce… | ![11](../../data/figma_previews/11.png)<br>**11** (92%)<br>시공단계 BIM 모델과 정보… | ![19](../../data/figma_previews/19.png)<br>**19** (92%)<br>**설계방식의 왜곡**은 엔… |
---
## 15. MDX03-2.1 (소목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (87%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (83%)<br>BIM과 DX의 이해 | ![27](../../data/figma_previews/27.png)<br>**27** (78%)<br> |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (74%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (61%)<br>정책목표 | ![08](../../data/figma_previews/08.png)<br>**08** (60%)<br>효율적인 정보의 관리와 활용 |
| SBERT-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (68%)<br>BIM과 DX의 이해 | ![07](../../data/figma_previews/07.png)<br>**07** (68%)<br> |
| KoSimCSE-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (92%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (89%)<br>BIM과 DX의 이해 | ![32](../../data/figma_previews/32.png)<br>**32** (87%)<br>좌측 Engn. Soluti… |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (74%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (63%)<br>정책목표 | ![11](../../data/figma_previews/11.png)<br>**11** (61%)<br>시공단계 BIM 모델과 정보… |
| KoSimCSE-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (86%)<br>좌측 배너 과정 (Proce… | ![07](../../data/figma_previews/07.png)<br>**07** (72%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (71%)<br>BIM과 DX의 이해 |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (90%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (88%)<br>건설산업의 목표 (BIM의 … | ![18](../../data/figma_previews/18.png)<br>**18** (88%)<br>BIM과 DX의 이해 |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (88%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (84%)<br>효율적인 정보의 관리와 활용 | ![30](../../data/figma_previews/30.png)<br>**30** (83%)<br>산업별 현황 |
| E5-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (92%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (86%)<br>건설산업의 목표 (BIM의 … | ![30](../../data/figma_previews/30.png)<br>**30** (86%)<br>산업별 현황 |
| Cross-원본 | ![12](../../data/figma_previews/12.png)<br>**12** (72%)<br>건설산업의 목표 (BIM의 … | ![29](../../data/figma_previews/29.png)<br>**29** (71%)<br>좌측 배너 과정 (Proce… | ![31](../../data/figma_previews/31.png)<br>**31** (57%)<br>산업별 특성 과 발전방향 |
| Cross-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (70%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 | ![13](../../data/figma_previews/13.png)<br>**13** (50%)<br>필수조건 |
| Cross-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (73%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (58%)<br>건설산업의 목표 (BIM의 … | ![13](../../data/figma_previews/13.png)<br>**13** (56%)<br>필수조건 |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (97%)<br>효율적인 정보의 관리와 활용 | ![11](../../data/figma_previews/11.png)<br>**11** (96%)<br>시공단계 BIM 모델과 정보… | ![25](../../data/figma_previews/25.png)<br>**25** (95%)<br>3rd Party |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (94%)<br>좌측 배너 과정 (Proce… | ![25](../../data/figma_previews/25.png)<br>**25** (92%)<br>3rd Party | ![08](../../data/figma_previews/08.png)<br>**08** (92%)<br>효율적인 정보의 관리와 활용 |
| WordAvg-청크 | ![11](../../data/figma_previews/11.png)<br>**11** (94%)<br>시공단계 BIM 모델과 정보… | ![19](../../data/figma_previews/19.png)<br>**19** (94%)<br>**설계방식의 왜곡**은 엔… | ![08](../../data/figma_previews/08.png)<br>**08** (93%)<br>효율적인 정보의 관리와 활용 |
---
## 16. MDX03-2.1-table (표)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (77%)<br>좌측 배너 과정 (Proce… | ![21](../../data/figma_previews/21.png)<br>**21** (73%)<br>Solution Engn. … | ![12](../../data/figma_previews/12.png)<br>**12** (73%)<br>건설산업의 목표 (BIM의 … |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (68%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (66%)<br>효율적인 정보의 관리와 활용 | ![15](../../data/figma_previews/15.png)<br>**15** (63%)<br>정책목표 |
| SBERT-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (74%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (70%)<br>BIM과 DX의 이해 | ![08](../../data/figma_previews/08.png)<br>**08** (69%)<br>효율적인 정보의 관리와 활용 |
| KoSimCSE-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (83%)<br>BIM과 DX의 이해 | ![30](../../data/figma_previews/30.png)<br>**30** (82%)<br>산업별 현황 |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (68%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (63%)<br>정책목표 | ![11](../../data/figma_previews/11.png)<br>**11** (62%)<br>시공단계 BIM 모델과 정보… |
| KoSimCSE-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (80%)<br>좌측 배너 과정 (Proce… | ![18](../../data/figma_previews/18.png)<br>**18** (78%)<br>BIM과 DX의 이해 | ![25](../../data/figma_previews/25.png)<br>**25** (77%)<br>3rd Party |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (87%)<br>좌측 배너 과정 (Proce… | ![13](../../data/figma_previews/13.png)<br>**13** (86%)<br>필수조건 | ![30](../../data/figma_previews/30.png)<br>**30** (85%)<br>산업별 현황 |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (84%)<br>효율적인 정보의 관리와 활용 | ![28](../../data/figma_previews/28.png)<br>**28** (84%)<br>현존 상용 S/W의 현실 |
| E5-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (88%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (87%)<br>건설산업의 목표 (BIM의 … | ![30](../../data/figma_previews/30.png)<br>**30** (87%)<br>산업별 현황 |
| Cross-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (53%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (50%)<br>건설산업의 목표 (BIM의 … | ![23](../../data/figma_previews/23.png)<br>**23** (50%)<br>Application S/W… |
| Cross-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (50%)<br>좌측 배너 과정 (Proce… | ![16](../../data/figma_previews/16.png)<br>**16** (50%)<br> | ![07](../../data/figma_previews/07.png)<br>**07** (50%)<br> |
| Cross-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (71%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (52%)<br>건설산업의 목표 (BIM의 … | ![13](../../data/figma_previews/13.png)<br>**13** (51%)<br>필수조건 |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (95%)<br>효율적인 정보의 관리와 활용 | ![11](../../data/figma_previews/11.png)<br>**11** (94%)<br>시공단계 BIM 모델과 정보… | ![30](../../data/figma_previews/30.png)<br>**30** (92%)<br>산업별 현황 |
| WordAvg-축약 | ![25](../../data/figma_previews/25.png)<br>**25** (85%)<br>3rd Party | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![30](../../data/figma_previews/30.png)<br>**30** (83%)<br>산업별 현황 |
| WordAvg-청크 | ![11](../../data/figma_previews/11.png)<br>**11** (93%)<br>시공단계 BIM 모델과 정보… | ![08](../../data/figma_previews/08.png)<br>**08** (92%)<br>효율적인 정보의 관리와 활용 | ![19](../../data/figma_previews/19.png)<br>**19** (91%)<br>**설계방식의 왜곡**은 엔… |
---
## 17. MDX03-2.2 (소목차)
| 방법 | 1순위 | 2순위 | 3순위 |
|------|-------|-------|-------|
| SBERT-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (79%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (78%)<br>BIM과 DX의 이해 |
| SBERT-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (72%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (54%)<br>정책목표 | ![12](../../data/figma_previews/12.png)<br>**12** (52%)<br>건설산업의 목표 (BIM의 … |
| SBERT-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (84%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (59%)<br>효율적인 정보의 관리와 활용 | ![14](../../data/figma_previews/14.png)<br>**14** (59%)<br> |
| KoSimCSE-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (91%)<br>좌측 배너 과정 (Proce… | ![07](../../data/figma_previews/07.png)<br>**07** (86%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (84%)<br>건설산업의 목표 (BIM의 … |
| KoSimCSE-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (71%)<br>좌측 배너 과정 (Proce… | ![15](../../data/figma_previews/15.png)<br>**15** (64%)<br>정책목표 | ![12](../../data/figma_previews/12.png)<br>**12** (61%)<br>건설산업의 목표 (BIM의 … |
| KoSimCSE-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (85%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (65%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (65%)<br>건설산업의 목표 (BIM의 … |
| E5-원본 | ![29](../../data/figma_previews/29.png)<br>**29** (89%)<br>좌측 배너 과정 (Proce… | ![14](../../data/figma_previews/14.png)<br>**14** (88%)<br> | ![20](../../data/figma_previews/20.png)<br>**20** (87%)<br>디지털 전환(DX)은 S/W… |
| E5-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (86%)<br>좌측 배너 과정 (Proce… | ![32](../../data/figma_previews/32.png)<br>**32** (80%)<br>좌측 Engn. Soluti… | ![28](../../data/figma_previews/28.png)<br>**28** (80%)<br>현존 상용 S/W의 현실 |
| E5-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (91%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (87%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (86%)<br> |
| Cross-원본 | ![12](../../data/figma_previews/12.png)<br>**12** (73%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (50%)<br> | ![18](../../data/figma_previews/18.png)<br>**18** (50%)<br>BIM과 DX의 이해 |
| Cross-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (73%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (50%)<br>건설산업의 목표 (BIM의 … | ![15](../../data/figma_previews/15.png)<br>**15** (50%)<br>정책목표 |
| Cross-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (71%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (60%)<br>건설산업의 목표 (BIM의 … | ![14](../../data/figma_previews/14.png)<br>**14** (55%)<br> |
| WordAvg-원본 | ![08](../../data/figma_previews/08.png)<br>**08** (98%)<br>효율적인 정보의 관리와 활용 | ![18](../../data/figma_previews/18.png)<br>**18** (96%)<br>BIM과 DX의 이해 | ![29](../../data/figma_previews/29.png)<br>**29** (96%)<br>좌측 배너 과정 (Proce… |
| WordAvg-축약 | ![29](../../data/figma_previews/29.png)<br>**29** (96%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (94%)<br>효율적인 정보의 관리와 활용 | ![12](../../data/figma_previews/12.png)<br>**12** (93%)<br>건설산업의 목표 (BIM의 … |
| WordAvg-청크 | ![29](../../data/figma_previews/29.png)<br>**29** (94%)<br>좌측 배너 과정 (Proce… | ![08](../../data/figma_previews/08.png)<br>**08** (92%)<br>효율적인 정보의 관리와 활용 | ![11](../../data/figma_previews/11.png)<br>**11** (92%)<br>시공단계 BIM 모델과 정보… |