东北大学学报（自然科学版）

东北大学学报:自然科学版 ›› 2014, Vol. 35 ›› Issue (3): 342-346.DOI: 10.12068/j.issn.1005-3026.2014.03.009

• 信息与控制 • 上一篇    下一篇

基于相对量词的RDF模糊查询方法

王海荣，马宗民   

  1. (东北大学 信息科学与工程学院， 辽宁 沈阳110819)
  • 收稿日期:2013-01-08 修回日期:2013-01-08 出版日期:2014-03-15 发布日期:2013-11-22
  • 通讯作者: 王海荣
  • 作者简介:王海荣(1977-)，女，宁夏石嘴山人，东北大学博士研究生；马宗民(1965-)，男，山东金乡人，东北大学教授，博士生导师.
  • 基金资助:
    国家自然科学基金资助项目(61073139)

RDF Fuzzy Querying with Relative Quantifiers

WANG Hairong， MA Zongmin   

  1. School of Information Science & Engineering， Northeastern University， Shenyang 110819， China.
  • Received:2013-01-08 Revised:2013-01-08 Online:2014-03-15 Published:2013-11-22
  • Contact: WANG Hairong
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摘要： 针对RDF含相对量词模糊查询问题，提出支持分组机制的相对量词RDF模糊查询方法.利用语言层次结构理论，构造语言层次结构表，通过在FILTER子句中增加模糊条件并调用GROUPBY和HAVING子句实现特定属性上的分组操作，实现对SPARQL语法的扩展.分析了两种典型情况下的RDF相对量词模糊查询问题，给出将扩展的模糊SPARQL查询转换为标准SPARQL查询的处理方法，从而可利用现有的SPARQL查询引擎完成RDF基于相对量词的模糊查询处理.实验系统及相应的实验结果验证了所提方法的可用性.

关键词: RDF, 相对量词, 语言层次结构, SPARQL, 模糊查询

Abstract: In order to deal with the fuzzy queries of RDF with relative quantifiers， an approach of querying RDF with relative quantifiers was proposed， which can also support grouping mechanism. A linguistic hierarchy table reflecting various accuracies of fuzzy constraints was first constructed. An extended SPARQL syntax was hereby proposed by introducing fuzzy conditions in FILTER clause and calling GROUP BY and HAVING clauses to accomplish grouping operations over specific attributes. Two typical cases of fuzzy RDF querying with relative quantifiers were analyzed. On the basis， how to translate fuzzy SPARQL queries into classic SPARQL queries was investigated so that the existing SPARQL implementations can handle the fuzzy RDF querying with relative quantifiers. Finally， an experimental system is developed and the experimental results show the feasibility of the proposed approach.

Key words: RDF(resource description framework), relative quantifier, linguistic hierarchies, SPARQL, fuzzy query

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