untracked files on main: dceb101 feat(#63): IMP-34 R1 donor capacity measured bound (u1+u2)

2026-05-21 22:07:41 +09:00
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+# Phase 14 — 3개 개선 방법 통합표
+
+| 방법 | MDX1 팝업(18) | MDX2 2.2(14) | MDX03-1(13) | MDX03-2(29) | 합계 |
+|------|---|---|---|---|------|
+| 하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목) | ✓ | ✓ | ✓ | ✓ | **4/4** |
+| AI-Meta (사전 개념 TAG Jaccard+IDF) | ✓ | ✓ | ✓ | ✓ | **4/4** |
+| 키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF) | ✓ | ✓ | ✗ | ✓ | **3/4** |
+
+## 통합 매트릭스 — 각 셀에 Top-3 썸네일
+
+| 콘텐츠 | 하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목) | AI-Meta (사전 개념 TAG Jaccard+IDF) | 키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF) |
+|------|------|------|------|
+| **1. (MDX 1) 팝업 — DX와 BIM의 구분**<br>(정답 Frame **18**) | ⭐ ![18](../../data/figma_previews/18.png)<br>**18** (100%)<br><br>![16](../../data/figma_previews/16.png)<br>**16** (23%)<br><br>![17](../../data/figma_previews/17.png)<br>**17** (17%) | ⭐ ![18](../../data/figma_previews/18.png)<br>**18** (100%)<br><br>![04](../../data/figma_previews/04.png)<br>**04** (12%)<br><br>![20](../../data/figma_previews/20.png)<br>**20** (9%) | ⭐ ![18](../../data/figma_previews/18.png)<br>**18** (100%)<br><br>![16](../../data/figma_previews/16.png)<br>**16** (38%)<br><br>![24](../../data/figma_previews/24.png)<br>**24** (23%) |
+| **2. (MDX 2) 2.2 DX 시행 주체별 기대효과**<br>(정답 Frame **14**) | ⭐ ![14](../../data/figma_previews/14.png)<br>**14** (73%)<br><br>![29](../../data/figma_previews/29.png)<br>**29** (61%)<br><br>![12](../../data/figma_previews/12.png)<br>**12** (40%) | ⭐ ![14](../../data/figma_previews/14.png)<br>**14** (24%)<br><br>![03](../../data/figma_previews/03.png)<br>**03** (7%)<br><br>![06](../../data/figma_previews/06.png)<br>**06** (7%) | ⭐ ![14](../../data/figma_previews/14.png)<br>**14** (100%)<br><br>![07](../../data/figma_previews/07.png)<br>**07** (68%)<br><br>![12](../../data/figma_previews/12.png)<br>**12** (46%) |
+| **3. (MDX 03) 1. DX 시행을 위한 필수요건**<br>(정답 Frame **13**) | ⭐ ![13](../../data/figma_previews/13.png)<br>**13** (71%)<br><br>![15](../../data/figma_previews/15.png)<br>**15** (70%)<br><br>![20](../../data/figma_previews/20.png)<br>**20** (30%) | ⭐ ![13](../../data/figma_previews/13.png)<br>**13** (76%)<br><br>![27](../../data/figma_previews/27.png)<br>**27** (13%)<br><br>![04](../../data/figma_previews/04.png)<br>**04** (5%) | ![15](../../data/figma_previews/15.png)<br>**15** (100%)<br><br>⭐ ![13](../../data/figma_previews/13.png)<br>**13** (57%)<br><br>![16](../../data/figma_previews/16.png)<br>**16** (48%) |
+| **4. (MDX 03) 2. Process 혁신과 Product 변화**<br>(정답 Frame **29**) | ⭐ ![29](../../data/figma_previews/29.png)<br>**29** (100%)<br><br>![12](../../data/figma_previews/12.png)<br>**12** (32%)<br><br>![18](../../data/figma_previews/18.png)<br>**18** (24%) | ⭐ ![29](../../data/figma_previews/29.png)<br>**29** (63%)<br><br>![09](../../data/figma_previews/09.png)<br>**09** (13%)<br><br>![21](../../data/figma_previews/21.png)<br>**21** (11%) | ⭐ ![29](../../data/figma_previews/29.png)<br>**29** (100%)<br><br>![07](../../data/figma_previews/07.png)<br>**07** (45%)<br><br>![16](../../data/figma_previews/16.png)<br>**16** (31%) |
+
+---
+
+## 유닛별 전략별 Top-3 상세
+
+### 1. (MDX 1) 팝업 — DX와 BIM의 구분 — 정답 Frame **18**
+
+| 방법 | 1순위 | 2순위 | 3순위 |
+|------|-------|-------|-------|
+| 하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목) | ⭐ ![18](../../data/figma_previews/18.png)<br>**18** (100%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (23%)<br> | ![17](../../data/figma_previews/17.png)<br>**17** (17%)<br>현황 및 문제점 |
+| AI-Meta (사전 개념 TAG Jaccard+IDF) | ⭐ ![18](../../data/figma_previews/18.png)<br>**18** (100%)<br>BIM과 DX의 이해 | ![04](../../data/figma_previews/04.png)<br>**04** (12%)<br>국내 | ![20](../../data/figma_previews/20.png)<br>**20** (9%)<br>디지털 전환(DX)은 S/W… |
+| 키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF) | ⭐ ![18](../../data/figma_previews/18.png)<br>**18** (100%)<br>BIM과 DX의 이해 | ![16](../../data/figma_previews/16.png)<br>**16** (38%)<br> | ![24](../../data/figma_previews/24.png)<br>**24** (23%)<br>Engn. S/W의 구성 과… |
+
+### 2. (MDX 2) 2.2 DX 시행 주체별 기대효과 — 정답 Frame **14**
+
+| 방법 | 1순위 | 2순위 | 3순위 |
+|------|-------|-------|-------|
+| 하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목) | ⭐ ![14](../../data/figma_previews/14.png)<br>**14** (73%)<br> | ![29](../../data/figma_previews/29.png)<br>**29** (61%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (40%)<br>건설산업의 목표 (BIM의 … |
+| AI-Meta (사전 개념 TAG Jaccard+IDF) | ⭐ ![14](../../data/figma_previews/14.png)<br>**14** (24%)<br> | ![03](../../data/figma_previews/03.png)<br>**03** (7%)<br>국외 | ![06](../../data/figma_previews/06.png)<br>**06** (7%)<br>시공단계 토지 및 지장물에 … |
+| 키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF) | ⭐ ![14](../../data/figma_previews/14.png)<br>**14** (100%)<br> | ![07](../../data/figma_previews/07.png)<br>**07** (68%)<br> | ![12](../../data/figma_previews/12.png)<br>**12** (46%)<br>건설산업의 목표 (BIM의 … |
+
+### 3. (MDX 03) 1. DX 시행을 위한 필수요건 — 정답 Frame **13**
+
+| 방법 | 1순위 | 2순위 | 3순위 |
+|------|-------|-------|-------|
+| 하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목) | ⭐ ![13](../../data/figma_previews/13.png)<br>**13** (71%)<br>필수조건 | ![15](../../data/figma_previews/15.png)<br>**15** (70%)<br>정책목표 | ![20](../../data/figma_previews/20.png)<br>**20** (30%)<br>디지털 전환(DX)은 S/W… |
+| AI-Meta (사전 개념 TAG Jaccard+IDF) | ⭐ ![13](../../data/figma_previews/13.png)<br>**13** (76%)<br>필수조건 | ![27](../../data/figma_previews/27.png)<br>**27** (13%)<br> | ![04](../../data/figma_previews/04.png)<br>**04** (5%)<br>국내 |
+| 키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF) | ![15](../../data/figma_previews/15.png)<br>**15** (100%)<br>정책목표 | ⭐ ![13](../../data/figma_previews/13.png)<br>**13** (57%)<br>필수조건 | ![16](../../data/figma_previews/16.png)<br>**16** (48%)<br> |
+
+### 4. (MDX 03) 2. Process 혁신과 Product 변화 — 정답 Frame **29**
+
+| 방법 | 1순위 | 2순위 | 3순위 |
+|------|-------|-------|-------|
+| 하이브리드 (α=0.7: 0.7 BM25 본문×전체 + 0.3 Cross 제목×제목) | ⭐ ![29](../../data/figma_previews/29.png)<br>**29** (100%)<br>좌측 배너 과정 (Proce… | ![12](../../data/figma_previews/12.png)<br>**12** (32%)<br>건설산업의 목표 (BIM의 … | ![18](../../data/figma_previews/18.png)<br>**18** (24%)<br>BIM과 DX의 이해 |
+| AI-Meta (사전 개념 TAG Jaccard+IDF) | ⭐ ![29](../../data/figma_previews/29.png)<br>**29** (63%)<br>좌측 배너 과정 (Proce… | ![09](../../data/figma_previews/09.png)<br>**09** (13%)<br>시공 전 모델 기반 시공상세… | ![21](../../data/figma_previews/21.png)<br>**21** (11%)<br>Solution Engn. … |
+| 키워드 전처리 (Distinctive-Kiwi: Kiwi+공통어 제거+IDF) | ⭐ ![29](../../data/figma_previews/29.png)<br>**29** (100%)<br>좌측 배너 과정 (Proce… | ![07](../../data/figma_previews/07.png)<br>**07** (45%)<br> | ![16](../../data/figma_previews/16.png)<br>**16** (31%)<br> |