Extracting structure from text documents based on machine learning

• Published in: Проблеми програмування
• Date: 2022
• Main Authors: Kudim, K.A., Proskudina, G.Yu.
• Format: Article
• Language: English
• Published: Інститут програмних систем НАН України 2022
• Subjects: Моделі і засоби систем баз даних та знань
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/188639
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Extracting structure from text documents based on machine learning / K.A. Kudim, G.Yu. Proskudina // Проблеми програмування. — 2022. — № 3-4. — С. 154-160. — Бібліогр.: 5 назв. — англ.

This study is devoted to a method that facilitates the task of extracting structure from the text documents using an artificial neural network. The method consists of data preparation, building and training the model and results evaluation. Data preparation includes collecting corpora of documents...