名词聚类在自然语言处理系统中的应用

本文主要介绍了自然语言处理系统中名词聚类的处理方法及其思想研究;对名词按照内涵知识进行聚类,对聚类中出现的问题进行了细致的分类,并对不同种类的问题给出了不同的解决方案。在建立了完整的领域知识库的情况下,本文提供的聚类方法在中学智能辅导系统中对提取篇章核心意思具有很高的成功率。

Application of Noun Clustering in NLP Systems

This paper presents an approach of noun clustering and its ideological research in natural language processing systems. Noun is clustering in accordance with the content knowledge. A detailed classification of the problems which appear during the clustering is made,and different solutions to different types of problems are given. Under the circumstances of a complete knowledge base area,the novel clustering method has a high success rate in the intelligent guidance systems for secondary schools to extract the core meaning of a chapter.