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AirAsia Zest ### 2 | [
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Short-beaked common dolphin ### 2 | [
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End of preview. Expand
in Data Studio
🌱 Tsinghua-PCF-Synergy-Dataset
🏛️ 机构: 清华大学 🔗 开源地址: PCF-Synergy HuggingFace 📜 证书: MIT 📅 版本: v1.2.0 (2024-12)
🌍 数据集简介
面向产品碳足迹(PCF)评估领域的大模型训练需求，本数据集创新性地融合 知识图谱约束生成 (K-SDG) 与 人工反馈 (RLHF)技术，覆盖全生命周期评估(LCA)场景。
🌐 多源异构数据融合
| 数据类别 | 典型样例 | 占比 |
|---|---|---|
| 国际标准 | ISO 14067, GHG Protocol | 18% |
| 行业数据库 | Ecoinvent 3.8, Exiobase 3.7 | 22% |
| 企业实践 | Apple供应链数据, Lenovo生产日志 | 15% |
| 学术文献 | Nature Sustainability论文数据集 | 12% |
| 专利知识 | 华为CN114996032A, Siemens EP3267377B1 | 8% |
| 合成数据 | GPT-4生成+知识图谱校验 | 25% |
🧬 数据构成金字塔
graph TD
A[原始数据源] --> B[知识图谱约束生成]
B --> C[人工专家校验]
C --> D[大模型增强合成]
D --> E[多维度质量评估]
E --> F[C-STAR合规认证]
📜 引用方式
@dataset{tsinghua_pcf_2024,
title = {Tsinghua-PCF-Synergy Dataset},
author = {Tsinghua Environmental AI Lab},
year = {2024},
publisher = {Tsinghua University Open Data Platform},
version = {1.2},
doi = {10.1145/TSINGHUA-PCF-2024}
}
📧 合作咨询: zhen-li@mails.tsinghua.edu.cn
---
**✨ 创新亮点**
1. **全球首个融合产业实践与学术标准的PCF数据集**
2. **知识图谱引导的合成数据生成框架(K-SDG)**
3. **支持动态区域化因子更新的生命周期评估体系**
4. **通过C-STAR五维质量认证的可靠数据源**
**🆙 最新动态**
✅ 完成数据库上传
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