期货领域知识图谱构建(Construction of Knowledge Graph in Futures Field)
Wenxin Li (李雯昕), Hongying Zan (昝红英), Tongfeng Guan (关同峰), Yingjie Han (韩英杰)
Abstract
“期货领域是数据最丰富的领域之一,本文以商品期货的研究报告为数据来源构建了期货领域知识图谱(Commodity Futures Knowledge Graph,CFKG)。以期货产品为核心,确立了概念分类体系及关系描述体系,形成图谱的概念层;在MHS-BIA与GPN模型的基础上,通过领域专家指导对242万字的研报文本进行标注与校对,形成了CFKG数据层,并设计了可视化查询系统。所构建的CFKG包含17,003个农产品期货关系三元组、13,703种非农产品期货关系三元组,为期货领域文本分析、舆情监控和推理决策等应用提供知识支持。”- Anthology ID:
- 2022.ccl-1.23
- Volume:
- Proceedings of the 21st Chinese National Conference on Computational Linguistics
- Month:
- October
- Year:
- 2022
- Address:
- Nanchang, China
- Editors:
- Maosong Sun (孙茂松), Yang Liu (刘洋), Wanxiang Che (车万翔), Yang Feng (冯洋), Xipeng Qiu (邱锡鹏), Gaoqi Rao (饶高琦), Yubo Chen (陈玉博)
- Venue:
- CCL
- SIG:
- Publisher:
- Chinese Information Processing Society of China
- Note:
- Pages:
- 246–256
- Language:
- Chinese
- URL:
- https://aclanthology.org/2022.ccl-1.23
- DOI:
- Cite (ACL):
- Wenxin Li, Hongying Zan, Tongfeng Guan, and Yingjie Han. 2022. 期货领域知识图谱构建(Construction of Knowledge Graph in Futures Field). In Proceedings of the 21st Chinese National Conference on Computational Linguistics, pages 246–256, Nanchang, China. Chinese Information Processing Society of China.
- Cite (Informal):
- 期货领域知识图谱构建(Construction of Knowledge Graph in Futures Field) (Li et al., CCL 2022)
- PDF:
- https://preview.aclanthology.org/emnlp-22-attachments/2022.ccl-1.23.pdf