Abstract—

The article presents a matrix model of natural language texts and a model for the quantitative assessment of the similarity in the content of text documents. The use of the model to identify text documents with similar contents is considered. The differences between the proposed models—the matrix model and the model of the similarity of the content of text documents constructed based on it—and the commonly used approaches to analyze and model natural language texts are analyzed.

中文翻译：

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文本矩阵模型：文本模型和文本文档的内容相似性

摘要-

本文介绍了自然语言文本的矩阵模型和用于定量评估文本文档内容相似性的模型。考虑使用该模型来标识具有相似内容的文本文档。分析了所提议模型之间的差异（矩阵模型和基于该模型的文本文档的内容相似性模型），以及分析和建模自然语言文本的常用方法。