[1]郑学伟. 基于知识管理的本体自动构建算法研究[J].计算机技术与发展,2014,24(12):64-68.
　ZHENG Xue-wei. Research on Ontology Automatic Construction Algorithm Based on Knowledge Management[J].,2014,24(12):64-68.
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 基于知识管理的本体自动构建算法研究()
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《计算机技术与发展》[ISSN:1006-6977/CN:61-1281/TN]

卷:
24
期数:
2014年12期
页码:
64-68
栏目:
智能、算法、系统工程
出版日期:
2014-12-10

文章信息/Info

Title:
 Research on Ontology Automatic Construction Algorithm Based on Knowledge Management
文章编号:
1673-629X（2014)12-0064-05
作者:
 郑学伟
 辽宁广播电视大学；辽宁装备制造职业技术学院
Author(s):
 ZHENG Xue-wei
关键词:
 ; 领域本体; 自动构建; 知识管理; gSpan算法
Keywords:
 ; domain ontology; automatic construction; knowledge management; gSpan algorithm
分类号:
TP182
文献标志码:
A
摘要:
 语义网的研究中，基于领域本体的构建研究方法基本上还处于手工阶段，如何在本体的设计中实现自动构建仍然是目前需要解决的问题，而采用基于图的构建原理，应用MCL聚类的本体自动构建算法进行概念提取和关系运算。将领域文本文档映射为文档概念图，在关系运算中采用基于频繁信息子图的gSpan算法的任意关系提取算法，得到基于OWL-DL描述的领域本体，并通过评价反馈机制进行闭环校正是研究的核心思想。
Abstract:
 In the research on semantic Web,the construction method based on domain ontology is still basically in the manual stage. In the design of ontology,how to realize the automatic construction is still a problem needs to solve. But use the construction principle based on diagram,and apply the algorithm of MCL clustering for automatic ontology construction to extract concept and operate relation. Mapping the domain text document to document concept map,and in the relational operations,using the arbitrary relations extraction algorithm based on frequent information sub graphs of gSpan algorithm to obtain the domain ontology based on OWL-DL description,and through the evaluation and feedback mechanism to carry out the closed-loop correction is the core idea.

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更新日期/Last Update: 2015-04-15