节点文献

基于形式概念分析与统计理论的本体构建模型

Ontology construction model based on formal concept analysis and statistical theory

  • 推荐 CAJ下载
  • PDF下载
  • 不支持迅雷等下载工具,请取消加速工具后下载。

【作者】 张斌刘增良余达太黄洪

【Author】 ZHANG Bin1,2, LIU Zeng-liang3, YU Da-tai1, HUANG Hong1 (1.School of Information Engineering, University of Science & Technology Beijing, Beijing 100083, China; 2.Institute for Internet Behavior,Tsinghua University, Beijing 100084, China; 3.National Defense University, Beijing 100091, China)

【机构】 北京科技大学信息工程学院清华大学网络行为研究所国防大学

【摘要】 为了解决目前本体建立技术严重依赖领域专家的参与、不够客观的现状,提出将形式概念分析与统计理论相结合的本体构建模型。通过利用统计算法对术语在文件中出现概率进行统计,根据设定的阈值对术语进行抽取,同时对术语出现的文件进行记录,进而将以上所得的知识组织成具有层次关系的概念格,最后将概念格映射为领域本体。实践证明,利用该模型建立的领域本体具有较好的客观性,同时能极大提高本体搜索的效率。

【Abstract】 In order to solve that the current ontology technologies which mainly depended on the participation of experts in the field and were not objective enough,the thesis presented an ontology setting up technology with a combination of concept lattice and statistical study.First,counted the appearance probability of terms in the document by statistical arithmetic.Second,set up threshold of terminology extraction,noted the records of the files in which terminology appeared, and organized the concept lattices of knowledge organization-level relations.Finally,transformed the concept lattice into ontology.Practice shows that this method of setting up ontology has good objectivity, and can greatly improve the efficiency of ontology search.

【基金】 国家科技部科技支撑计划资助项目(2009BAH53B02)
  • 【文献出处】 计算机应用研究 ,Application Research of Computers , 编辑部邮箱 ,2011年01期
  • 【分类号】TP391.1
  • 【被引频次】8
  • 【下载频次】307
节点文献中: 

本文链接的文献网络图示:

本文的引文网络