人名、机构名在基于概念的文本分类中的应用研究

基于概念的文本分类方法,能对同义词、多义词进行比较好的处理,是一种比较优秀的文本分类算法.但是此方法往往对人名、机构名等具有分类特征的词不能很好地处理,依然停留在关键词的层次.提出了一种将语义词典与一部人名、机构名构成的专有名词词典相结合的新的概念分类方法,并经过实验验证了其有效性.

Application of Name of People and Institution in Text Categorization

Text categorization based on concept is a new method that was introduced in recent years.It offset some shortcomings of the tradition method,such as the phenomenon of synonymy.But this new method can't dispose the name of people and the name of institution.A new method for Text Categorization based on concept was introduced.In our experience we formed a new dictionary that included a lot of name of people that often appeared in text.At last we checked our method is efficiency by experience.