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基于抽取规则和本体映射的语义搜索算法

周诗源 王英林

吉林大学学报(理学版)2018,Vol.56Issue(2):329-334,6.
吉林大学学报(理学版)2018,Vol.56Issue(2):329-334,6.DOI:10.13413/j.cnki.jdxblxb.2018.02.24

基于抽取规则和本体映射的语义搜索算法

Semantic Search Algorithm Based on Extraction Rules and Ontology Mapping

周诗源 1王英林2

作者信息

  • 1. 上海财经大学 信息管理与工程学院,上海200433
  • 2. 嘉兴学院 计划财务处,浙江 嘉兴314001
  • 折叠

摘要

Abstract

In view of the problems of low efficiency and large user recommendation error in the process of semantic search,we proposed a semantic search algorithm based on extraction rules and ontology mapping.Firstly,according to user's requirements in semantic search,the semantic elements and attributes were extracted to solve the defect of low utilization rate of data.Secondly,we established a semantic model to construct a mapping between elements and attributes between ontology,and eliminated the semantic deviation between user's need and computer.Finally,the semantic search algorithm was applied to the user's personalized recommendation system.The experimental results show that the semantic search algorithm effectively improves the search efficiency and reduces the user's personalized recommendation error.

关键词

信息检索/语义搜索/本体映射/抽取规则/个性化推荐

Key words

information retrieval/semantic search/ontology mapping/extraction rule/personalized recommendation

分类

信息技术与安全科学

引用本文复制引用

周诗源,王英林..基于抽取规则和本体映射的语义搜索算法[J].吉林大学学报(理学版),2018,56(2):329-334,6.

基金项目

国家自然科学基金(批准号:61375053). (批准号:61375053)

吉林大学学报(理学版)

OA北大核心CSTPCD

1671-5489

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