title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð³Ð¾ Ð¸Ð·Ð²Ð»ÐµÑÐµÐ½Ð¸Ñ ÐºÐ¾Ð½ÑÐµÐ½ÑÐ° Ð½Ð¾Ð²Ð¾ÑÑÐ½ÑÑ ÑÑÐ°ÑÐµÐ¹ Ñ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸ÐµÐ¼ Ð²ÐµÐ±-ÑÐºÑÐ°Ð¿Ð¿Ð¸Ð½Ð³Ð°
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of an application for automated content extraction of news articles using web scraping
Creators: name: ÐÑÐ¾ÑÐ¸Ð½, ÐÐ²Ð°Ð½
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: 2023
Subjects: web scrapping
Ð¿Ð°ÑÑÐ¸Ð½Ð³
nodejs
Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ñ
playwright
parsing
automatization

description: ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð²ÐµÐ±-ÑÐºÑÐ°Ð¿Ð¿Ð¸Ð½Ð³Ð°, Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸ÑÐµÑÐºÐ¾Ð¼Ñ Ð¸Ð·Ð²Ð»ÐµÑÐµÐ½Ð¸Ñ ÐºÐ¾Ð½ÑÐµÐ½ÑÐ°, Ð° ÑÐ°ÐºÐ¶Ðµ Ð¸Ð·ÑÑÐµÐ½Ð¸Ñ Ð±Ð¸Ð±Ð»Ð¸Ð¾ÑÐµÐº Node.js, ÑÐµÐ°Ð»Ð¸Ð·ÑÑÑÐ¸Ñ Ð²ÐµÐ±-ÑÐºÑÐ°Ð¿Ð¿Ð¸Ð½Ð³. ÐÐ±ÑÐµÐºÑÐ¾Ð¼ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ ÑÐ²Ð»ÑÐµÑÑÑ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ñ Ð¸Ð·Ð²Ð»ÐµÑÐµÐ½Ð¸Ñ Ð½ÑÐ¶Ð½Ð¾Ð¹ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸ Ð² ÑÐ´Ð¾Ð±Ð½ÑÐ¹ ÑÐ¾ÑÐ¼Ð°Ñ. ÐÑÐµÐ´Ð¼ÐµÑÐ¾Ð¼ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ ÑÐ²Ð»ÑÑÑÑÑ Ð¾ÑÐ¾Ð±ÐµÐ½Ð½Ð¾ÑÑÐ¸ Ð²ÐµÐ±-ÑÐºÑÐ°Ð¿Ð¿Ð¸Ð½Ð³Ð°, Ð° ÑÐ°ÐºÐ¶Ðµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ñ Ð°ÑÐ¿ÐµÐºÑÐ¾Ð² Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÐ¾Ð² Ð´Ð»Ñ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ð¸ ÐºÐ¾Ð½ÑÐµÐ½ÑÐ°. Ð¦ÐµÐ»Ñ ÑÐ°Ð±Ð¾ÑÑ â ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°ÑÑ Ð²ÐµÐ±-Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð³Ð¾ Ð¸Ð·Ð²Ð»ÐµÑÐµÐ½Ð¸Ñ ÐºÐ¾Ð½ÑÐµÐ½ÑÐ° Ð¸Ð· Ð½Ð¾Ð²Ð¾ÑÑÐ½ÑÑ ÑÑÐ°ÑÐµÐ¹. Ð ÑÐ¾Ð´Ðµ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð¸ Ð¸Ð·ÑÑÐµÐ½Ñ Ð¾ÑÐ½Ð¾Ð²Ñ Ð²ÐµÐ±-ÑÐºÑÐ°Ð¿Ð¿Ð¸Ð½Ð³Ð°, ÐµÐ³Ð¾ Ð²Ð¸Ð´Ñ Ð¸ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ñ ÑÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸. ÐÑÐ¾Ð²ÐµÐ´ÑÐ½ ÑÑÐ°Ð²Ð½Ð¸ÑÐµÐ»ÑÐ½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ñ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¹ Ð²ÐµÐ±-ÑÐºÑÐ°Ð¿Ð¸Ð½Ð³Ð° Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð±Ð¸Ð±Ð»Ð¸Ð¾ÑÐµÐº Node.js. ÐÐ·ÑÑÐµÐ½Ð° Ð½Ð°ÑÑÐ½Ð°Ñ Ð»Ð¸ÑÐµÑÐ°ÑÑÑÐ° Ð½Ð° Ð²ÑÑÐµÐ¿ÐµÑÐµÑÐ¸ÑÐ»ÐµÐ½Ð½ÑÐµ ÑÐµÐ¼Ñ. Ð ÑÐ°Ð¼ÐºÐ°Ñ Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¿ÑÐ¾Ð²ÐµÐ´ÑÐ½Ð½Ð¾Ð³Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¸ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ð¸ Ð¿ÐµÑÐµÑÐ½Ñ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¹ Ð² ÐºÐ°ÑÐµÑÑÐ²Ðµ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ° Ð±ÑÐ»Ð¾ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð¾ Ð²ÐµÐ±-Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ, Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸ÑÐµÑÐºÐ¸ Ð¸Ð·Ð²Ð»ÐµÐºÐ°ÑÑÐµÐµ ÐºÐ¾Ð½ÑÐµÐ½Ñ Ð¸Ð· Ð½Ð¾Ð²Ð¾ÑÑÐ½ÑÑ ÑÑÐ°ÑÐµÐ¹. Ð Ð°Ð±Ð¾ÑÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð±ÑÐ»Ð° Ð¿ÑÐ¾ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð° Ð½Ð° Ð·Ð°Ð¿ÑÐ¾ÑÐ°Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹. Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÑ Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ Ð¼Ð¾Ð³ÑÑ Ð¸Ð¼ÐµÑÑ ÑÐ¸ÑÐ¾ÐºÐ¸Ð¹ ÑÐ¿ÐµÐºÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ, Ð² ÑÐ¾Ð¼ ÑÐ¸ÑÐ»Ðµ Ð´Ð»Ñ Ð°Ð³ÑÐµÐ³Ð°ÑÐ¸Ð¸ Ð½Ð¾Ð²Ð¾ÑÑÐµÐ¹, ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ñ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð³Ð¾ Ð¿Ð¾ÑÑÐ°Ð»Ð° Ð¸ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¿Ð¾Ð¿ÑÐ»ÑÑÐ½ÑÑ ÑÐµÐ¼ Ð² Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÑÐ½Ð½Ð¾Ð¹ Ð¾Ð±Ð»Ð°ÑÑÐ¸.
description: This study explores web scraping, automatic content extraction, and the Node.js libraries that implement web scraping. The object matter of the study is the technology of extracting the necessary information in a convenient format. The subject matter of the study is the features of web scraping, as well as a study of the technical aspects of tools for content automation. The purpose matter of the study is to develop a web application for automated content extraction of news articles. During the graduate qualification work on the basis of the analysis and definition of a list of technologies, a web application was developed, which automatically extracts content from news articles. The work of the application was tested on certain user requests. As part of the graduate qualification work on the basis of the analysis and determining the list of technologies as a result of a web application was developed, which automatically extracts content from news articles. The work of the application was tested on user requests. The results of the graduate qualification work can have a wide range of applications, including news aggregation, creation of an information web portal and analysis of popular topics in a particular area.