ResearchBib Share Your Research, Maximize Your Social Impacts
Sign for Notice Everyday Sign up >> Login

Solving the text classification problem using the natural language processing and machine learning methods

Journal: Scientific review, Науковий огляд, Научное обозрение (Vol.4, No. 57)

Publication Date:

Authors : ;

Page : 62-71

Keywords : machine learning; text processing; natural language processing; model; text classification;

Source : Downloadexternal Find it from : Google Scholarexternal

Abstract

This article deals with the practical methods of applying the methods of natural language processing and machine learning to solve the problem of text classification. The activity process that is automated is described during the developing of the system for text classification. The main problem was formulated. Conclusions are made on the application of machine learning algorithms for solving the problem. The results of using different algorithms for the creation of machine learning models were discussed. It was concluded that the combination of the natural language processing and machine learning methods is the effective way for solving the text classification problem.

Other Latest Articles

Last modified: 2019-07-01 21:00:21