查询结果:   潘理虎,张佳宇,张英俊,谢建林.煤矿领域知识图谱构建[J].计算机应用与软件,2019,36(8):47 - 54,59.
中文标题
煤矿领域知识图谱构建
发表栏目
数据工程
摘要点击数
757
英文标题
CONSTRUCTION OF KNOWLEDGE GRAPH IN COAL MINE DOMAIN
作 者
潘理虎 张佳宇 张英俊 谢建林 Pan Lihu Zhang Jiayu Zhang Yingjun Xie Jianlin
作者单位
太原科技大学计算机科学与技术学院 山西 太原 030024 太原科技大学环境与安全学院 山西 太原 030024    
英文单位
College of Computer Science and Technology, Taiyuan University of Science and Technology, Taiyuan 030024, Shanxi, China College of Environment and Safety, Taiyuan University of Science and Technology, Taiyuan 030024, Shanxi, China    
关键词
煤矿本体 领域知识 本体构建 知识图谱 映射
Keywords
Ontology of coal mine Domain knowledge Ontology construction Knowledge graph Mapping
基金项目
“十二五”山西省科技重大专项项目(20121101001);山西省重点研发计划项目(201603D121031);山西省中科院科技合作项目(20141101001);山西省科技攻关项目(20141039)
作者资料
潘理虎,副教授,主研领域:智能软件技术及应用。张佳宇,硕士生。张英俊,教授级高工。谢建林,副教授。 。
文章摘要
为有效分析煤矿领域知识之间的联系,将本体技术和知识图谱构建技术相结合,实现煤矿领域核心知识图谱的构建。结合煤矿领域数据特点提出一种基于七步法、METHONTOLOGY法的本体构建方法,并借助本体建模工具Protégé完成对煤矿领域本体的构建;通过对RDF三元组到图数据库结构的映射分析,将煤矿领域本体数据存储于Neo4j图数据库,实现煤矿领域核心知识图谱的初步构建;设计并开发煤矿监测监控原型系统,实现对煤矿知识的存储,有助于保障作业人员的生命安全与设备完整。
Abstract
In order to effectively analyze the relationship between knowledge in the coal mine domain, we combined ontology technology and knowledge graph construction technology to realize the construction of the core knowledge graph in the coal mine domain. Based on the data characteristics of coal mine domain, this paper proposed a method of ontology construction based on the seven-step method and the METHONTOLOGY method, and completed the construction of the coal mine domain ontology by means of the ontology modeling tool Protégé. Then, through mapping analysis of the RDF triplet to the graph database structure, the ontology data of coal mine domain were stored in the Neo4j graph database to realize the initial construction of the core knowledge graph in the coal mine domain. We designed and developed the coal mine monitoring prototype system to realize the storage of coal mine knowledge. It helps to ensure the safety of workers and the integrity of equipment.
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