基于关联数据的知识组织研究述评

Research Review of Knowledge Organization Based on Linked Data

[目的/意义]文章梳理和总结了基于关联数据进行知识组织的相关研究。[方法/过程]分别从知识描述与揭示、知识单元互联、知识序化3个方面分析了关联数据在知识组织中发挥的作用,并以DBpedia为例对关联数据在知识组织中的作用进行分析。[结果/结论]基于关联数据的知识组织研究处于发展阶段,不同领域开展了不同程度的理论与应用研究。[局限]基于关联数据的知识组织研究还面临内容局限、开放意识不足、与传统方法融合困难等问题。

[Purpose / Significance] This paper combs and summarizes the related research of knowledge organization based on linked data.[Methods / Process] The paper respectively analyzes the role linked data play in knowledge organization from 3 aspects of knowledge description and revelation,knowledge unit connection and knowledge ordering.The paper takes DOpedia as an example to analyze the role linked data play in knowledge organization.[Results / Conclusions] The study of knowledge organization based on linked data is in the development stage,the theory and practice research in different level have been carried out in different fields.[Limitations] There still exist problems in knowledge organization research based on linked data,such as the limitation of content,lack of open awareness,and integration difficulties with traditional method.