title: Ð£Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ðµ Ð´Ð¾ÐºÑÐ¼ÐµÐ½ÑÐ°ÑÐ¸ÐµÐ¹ Ð½Ð° Ð¿ÑÐµÐ´Ð¿ÑÐ¸ÑÑÐ¸Ð¸ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð¾Ð² Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸ÑÐµÑÐºÐ¾Ð¹ ÐºÐ»Ð°ÑÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¸ Ð´Ð°Ð½Ð½ÑÑ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Document management at the enterprise with using of automatic data classification algorithms
Creators: name: ÐÐ¾Ð±ÑÐ¾ÑÐ¾Ð´Ð¾Ð², Ð¯ÑÐ¾ÑÐ»Ð°Ð²
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2021
Subjects: ÐÐ°Ð·Ñ Ð´Ð°Ð½Ð½ÑÑ
ÐÐ»Ð³Ð¾ÑÐ¸ÑÐ¼Ñ
ÐÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑ
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Ð´ÐµÐ»Ð¾Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²Ð¾
automatic classification
office work

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description: The given work is devoted to the study of ways to apply machine learning methods in data management processes of industrial enterprises. The tasks that were solved in the course of research: 1. Studying the existing data management system at the enterprise and identifying problems. 2. Studying the methods of document research and assessing the possibility of their application in the studied environment. 3. Development of tools for integrating the algorithm into the operating system. 4. Development of guideline for the practical application of the developed solution. The work was carried out on the basis of JSC Â«ÐÐÐ-1Â» and on the basis of information extracted from the enterprise database. Calculations were carried out to assess the effectiveness of the studied methods. Based on the resulting model, a solution was developed that is suitable for modern equipment at the DBMS enterprise. As a result, a method for direct integration of learning algorithms for data recognition into a DBMS was developed, and tests of the resulting software were carried out, the result of which was a reduction in the number of errors made by users when working with an enterprise DBMS.