Abstract—

This article considers interpretation of matrix models of texts and models of text collections based on them. Examples of computationally generated models of text collections are presented to demonstrate the high quality of the modeling results and practical applicability of the proposed approaches. An original method of the experimental verification of the text models’ applicability to problems of semantic search and analysis of unstructured textual information is described; the results of a corresponding large-scale experiment are presented.

中文翻译：

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文本矩阵模型：解释和实验验证

摘要—

本文考虑了文本矩阵模型和基于它们的文本集合模型的解释。给出了以计算方式生成的文本集合模型的示例，以证明建模结果的高质量和所提出方法的实际适用性。描述了一种通过实验验证文本模型对语义搜索和非结构化文本信息分析的适用性的原始方法；给出了相应大规模实验的结果。