基于规则推理的语义检索若干关键技术研究

doi:10.3969/j.issn.0372-2112.2013.05.022

CORC > 北京大学 > 信息科学技术学院

	基于规则推理的语义检索若干关键技术研究; Research on Critical Technologies of Semantic Retrieval Based on Rule Reasoning
	马森 ; 赵文 ; 袁崇义 ; 张世琨 ; 王立福
刊名	电子学报
	2013
关键词	语义检索语义规则语义规则推理语义相似性排序 semantic retrieval semantic rule semantic rule inference semantic rank
DOI	10.3969/j.issn.0372-2112.2013.05.022
英文摘要	针对专业领域复杂的检索需求,目前相关研究采用基于语义的方法来扩展检索范围并提高准确度.在语义推理方面,目前搜索引擎通常直接采用语义网中的推理算法,推理效率不高.在排序方面,基于关键字的搜索引擎的排序算法也不适合对语义检索结果进行排序.针对上述问题,本文给出了基于语义网的语义规则建立方法,并提出了一种基于闭合世界假设的反向链接推理算法,提高推理效率,同时给出了一种基于特征相似性排序算法,使检索结果排序方式更加符合语义检索的特点.基于本文提出的方法,构造了语义搜索引擎MaterialHub,实验表明该搜索引擎提高了检索的准确率和查全率,有较好的查询响应时间,并已经得到实际应用.; For some complex specified domain retrieval requirements, many researches use sem antic related technologies to resolve such problems. In terms of rule inference, i t always leverages the inference algorithm of Semantic Web directly. However, the efficiency is not good. On the respects of searching results ordering, the orderin g algorithm for search engine, which is based on keywords, is not suitable for ran king on search results generated by semantic retrieving. Focusing on the above is sues, this paper proposes a semantic rule modeling method, and gives a new rule re asoning algorithm based on closed world assumption backwards reasoning chain to get higher inference efficiency compared to most semantic inference engines. More over, this paper proposes a new ordering algorithm based on feature similarity. Ta king advantage of the above methods this paper describes, the search engine-Mate rial Hub has been built up. Experiments show this semantic search engine improves the searching precision rate, recall rate, and rational responding time. So far, th is system has been applied in industry.; 国家973重点基础研究发展计划; 解放军总装备部预研项目; EI; 中文核心期刊要目总览(PKU); 中国科技核心期刊(ISTIC); 中国科学引文数据库(CSCD); 0; 5; 977-981; 41
语种	中文
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/262874]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	马森,赵文,袁崇义,等. 基于规则推理的语义检索若干关键技术研究, Research on Critical Technologies of Semantic Retrieval Based on Rule Reasoning[J]. 电子学报,2013.
APA	马森,赵文,袁崇义,张世琨,&王立福.(2013).基于规则推理的语义检索若干关键技术研究.电子学报.
MLA	马森,et al."基于规则推理的语义检索若干关键技术研究".电子学报 (2013).