Analysis of text classification technology

Zheng Jing, Wei Xiaoyu

The article provides an overview of the main approaches to the analysis of textual information. Particular attention is paid to TextMining technologies and a bag (or cloud) of words. An algorithm for the complex classification of texts is considered. The software solution for constructing the semantic core of the text in Python based on the collections library is described.

Keywords:classification of texts. semantic core. signs of documents. key phrases. distributive semantics. text mining. bag (or cloud) of words.