利用转化SKOS和关联规则挖掘创建本体及其检索应用

Implementation of Semantic Retrieval Based on Ontology Created by SKOS and Association Rule Mining

提出一种结合转化SKOS和关联规则挖掘创建本体并实现面向知识资源集合的语义化检索应用方法。该方法首先通过转化SKOS构建本体,再对知识资源集合进行关联规则挖掘,并将挖掘结果作为概念间的关联属性补充进本体。最后,通过基于本体的应用技术实现语义化检索推荐功能。

This paper proposes an Ontology construction and application solution. Firstly, the authors create Ontology through the conversion of SKOS. Then, association rules are mined to supply association property between classes. Finally, semantic retrieval is achieved by using retrieval and reasoning techniques based on Ontology.