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知识图谱在电网全业务统一数据中心的应用

王渊 彭晨辉 王志强 范强 姚一杨 华召云

计算机工程与应用2019,Vol.55Issue(15):104-109,6.
计算机工程与应用2019,Vol.55Issue(15):104-109,6.DOI:10.3778/j.issn.1002-8331.1810-0002

知识图谱在电网全业务统一数据中心的应用

Application of Knowledge Graph in Full-Service Unified Data Center of National Grid

王渊 1彭晨辉 1王志强 2范强 1姚一杨 2华召云3

作者信息

  • 1. 南瑞集团(国网电力科学研究院)有限公司 江苏瑞中数据股份有限公司,南京 210012
  • 2. 国网浙江省电力有限公司 信息通信分公司,杭州 310026
  • 3. 国网安徽省电力有限公司 池州供电公司,安徽 池州 230061
  • 折叠

摘要

Abstract

To solve the problems that the business data in state grid corporation cannot be crossed professionally, and the data resources cannot be intelligently analyzed and managed, this paper proposes a knowledge graph construction method based on the full-service unified data center. On the basis of multi-source data in the full-service unified data center collected by the big data technology, the semantic annotation method is used to extract the knowledge entities, attributions and relations from the structured, semi-structured and unstructured data. The knowledge graph is constructed through the knowledge fusion technology. The accurate result and related information can be returned intelligently according to the user’s search. Experiments show that this method improves the precision and recall rate, and has better intelligent search and analysis ability.

关键词

知识图谱/全业务统一数据中心/知识融合/大数据/多源数据

Key words

knowledge graph/ full-service data center/ knowledge fusion/ big data/ multi-source data

分类

信息技术与安全科学

引用本文复制引用

王渊,彭晨辉,王志强,范强,姚一杨,华召云..知识图谱在电网全业务统一数据中心的应用[J].计算机工程与应用,2019,55(15):104-109,6.

基金项目

国家电网科技项目(No.5211XT180045). (No.5211XT180045)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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