世界竹藤通讯2025，Vol.23Issue(4)：92-97,6.DOI:10.12168/sjzttx.2025.05.13.001
基于知识图谱的竹藤文献信息管理系统构建
Construction of a Knowledge Graph-Based Information Management System for Bamboo and Rattan Literature
冯鹏飞1
作者信息
- 1. 中国林业科学研究院林业科技信息研究所 北京 100091
- 折叠
摘要
Abstract
Bamboo and rattan resources play a strategic role in global ecological conservation and green economy.However,fragmented management of cross-disciplinary research outputs hinders knowledge utilization.This study proposes a knowledge graph-based literature management system using the domain ontology Bamboo-Rattan-Onto to achieve semantic integration of multi-source data.The system employs a layered microservice architecture,integrating BiLSTM-CRF for entity recognition and prompt learning for relation extraction to resolve terminology heterogeneity.Core functionalities include natural language retrieval,cross-disciplinary association reasoning,spatiotemporal trend visualization,and open API ecosystem collaboration.This system establishes a"data integration-intelligent service-ecological synergy"framework for bamboo and rattan research.关键词
知识图谱/竹藤/文献管理/语义关联/跨学科整合/智能检索Key words
knowledge graph/bamboo and rattan/literature management/semantic association/cross-disciplinary integration/intelligent retrieval引用本文复制引用
冯鹏飞..基于知识图谱的竹藤文献信息管理系统构建[J].世界竹藤通讯,2025,23(4):92-97,6.
