A logical paragraph division based on semantic characteristics and its application

Zhenfang Zhu, Peiyu Liu, Ran Lu, Xuezhi Chi
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引用次数: 2

Abstract

In this paper, we introduced a new matching method based on logic-centered paragraphs. This method is built on the concept dictionary, in this method, the paragraphs which have the same meaning will be clustered by analyzing the logical concept of the text to be classified, and establish the logical paragraphs on the basis of the division method of logical levels. Then put the text to be classified in the right classification, which considered the contribution to the theme of different paragraphs in the text. At the same time, in order to solve problem of synonyms and polysemy in the texts to be classified, we introduced the expansion of the synonyms concept and related words. Experimental results show that this method can improve the effectiveness of classification, and a higher accuracy rate can be obtained in content flitting.
一种基于语义特征的逻辑分段方法及其应用
本文提出了一种新的基于逻辑中心段落的匹配方法。该方法建立在概念词典的基础上,通过对待分类文本的逻辑概念进行分析,对具有相同含义的段落进行聚类,并在逻辑层次划分方法的基础上建立逻辑段落。然后将要分类的文本放入合适的分类中,考虑到文本中不同段落对主题的贡献。同时,为了解决待分类文本中的同义词和多义词问题,我们引入了同义词概念和相关词汇的扩充。实验结果表明,该方法可以提高分类的有效性,在内容漂移中可以获得较高的准确率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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