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基于知识图谱的查询语句重写机制及方法
引用本文:刘思培,蔡一凡,曹玲玲,侯海婷,鲍家坤,袁鸯. 基于知识图谱的查询语句重写机制及方法[J]. 吉林大学学报(信息科学版), 2021, 39(1): 87-93. DOI: 10.3969/j.issn.1671-5896.2021.01.013
作者姓名:刘思培  蔡一凡  曹玲玲  侯海婷  鲍家坤  袁鸯
作者单位:北方信息控制研究院集团有限公司总体部,南京211111;吉林大学软件学院,长春130012
基金项目:装备发展部“十三五冶国家高科技共性基础预研课题基金资助项目(31510040201)
摘    要:随着语义Web技术和知识图谱的出现,目前查询模式大多要求查询结果与用户查询进行语义级匹配,简单的查询处理过程已经不能满足用户的查询需求.为此,对知识图谱查询涉及的重写技术和实现方法进行了研究,在定义SPARQL(SPARQL Protocol and RDF Query Language)查询模式的重写规则集合基础上,...

关 键 词:知识图谱  本体  SPARQL查询语言  查询重写
收稿时间:2019-11-28

Mechanism and Method of Query Rewriting for Knowledge Graph
LIU Sipei,CAI Yifan,CAO Lingling,HOU Haiting,BAO Jiakun,YUAN Yang. Mechanism and Method of Query Rewriting for Knowledge Graph[J]. Journal of Jilin University:Information Sci Ed, 2021, 39(1): 87-93. DOI: 10.3969/j.issn.1671-5896.2021.01.013
Authors:LIU Sipei  CAI Yifan  CAO Lingling  HOU Haiting  BAO Jiakun  YUAN Yang
Affiliation:1. Overall Department, North Information Control Research Acdemy Group Company Limited, Nanjing 211111, China;2. College of Software, Jilin University, Changchun 130012, China
Abstract:With the emergence of semantic web technologies and knowledge maps, most of the current query models require semantic matching between query results and user queries. The simple query process can not meet the user’s query requirements. Therefore, the rewriting techniques and implementation methods involved in knowledge graph query are studied. On the basis of defining the rewrite rule set of SPARQL(SPARQL Protocol and RDF Query Language) query mode, the SPARQL is rewritten by Prolog. In the distributed data storage environment, through the test analysis of the experimental data of LUBM(Lehigh University Benchmark), it is found that the rewritten query can mine more semantic information in the knowledge map than the original query.
Keywords:knowledge graph,ontology,SPARQL protocol and RDF query language ( SPARQL )  query rewriting

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