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采用形式概念分析的方法,对知识集成建模过程进行研究和分析;在此基础上利用本体来描述知识模型,提出基于形式概念分析的知识集成过程模型,并通过实例验证建模过程。结果证明在建模过程中引入FCA可以产生创新知识概念,提高网络资源的查全率;还可以对知识概念异构整合,消除同形异义词,提高网络资源的查准率。
The method of formal concept analysis is used to study and analyze the process of knowledge integration modeling. On the basis of this, ontology is used to describe the knowledge model, and the knowledge integration process model based on formal concept analysis is proposed. The process of modeling is verified through examples. The results show that the introduction of FCA in the modeling process can generate the concept of innovative knowledge and improve the recall rate of network resources. It can also heterogeneously integrate knowledge concepts, eliminate homophones, and improve the accuracy of network resources.