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基于概念属性聚类的多视角知识组织系统研究初探
引用本文:时晨,朱礼军.基于概念属性聚类的多视角知识组织系统研究初探[J].数字图书馆论坛,2014(9):23-28.
作者姓名:时晨  朱礼军
作者单位:中国科学技术信息研究所,北京,100038
摘    要:文章在传统单视角知识组织系统的基础上,提出了多视角知识组织系统的概念与框架,即在传统知识组织系统的构建和服务过程中增加知识的适用语境--视角,并对视角的概念与表达作了简要阐述。此外,针对视角的构建方法,文章提出了基于属性聚类的视角生成方法,并用自建的金融语料与属性列表进行了实证研究,成功抽取出多个视角。

关 键 词:多视角  知识组织系统  多视角聚类  属性聚类

Research on Multi-view Knowledge Organization System Based on Clustering of Concepts,Attributes
SHI Chen,ZHU LiJun.Research on Multi-view Knowledge Organization System Based on Clustering of Concepts,Attributes[J].Digital Library Forum,2014(9):23-28.
Authors:SHI Chen  ZHU LiJun
Institution:(Institute of Scientific and Technical Information of China, Beijing 100038, China)
Abstract:Based on the traditional single-view knowledge organization system (KOS), the article proposes the concept and architecture of multi-view KOS. The multi-view KOS introduces the"view"in the process of its construction and service, which represents the knowledge,s context. Stil , the concept and expression of the"view"are described. In addition, the article proposes the method of concept at ributes, multi-view clustering to construct"view"and its feasibility is proved with several effective views extracted using self-built financial corpus.
Keywords:Multi-view  KOS  Multi-view clustering  At ributes' clustering
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