title: ÐÐ±ÑÐ°Ð±Ð¾ÑÑÐ¸Ðº Ð¾ÑÐ·ÑÐ²Ð¾Ð² Ð½Ð° Ð¼Ð¾Ð±Ð¸Ð»ÑÐ½Ð¾Ðµ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ Ñ Ð¼Ð½Ð¾Ð³Ð¾Ð¼ÐµÑÐ¾ÑÐ½Ð¾Ð¹ ÐºÐ»Ð°ÑÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸ÐµÐ¹
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: Review handler for a mobile application with a multi-label classification
Creators: name: ÐÐ¾Ð²Ð¸ÐºÐ¾Ð², ÐÐ½Ð´ÑÐµÐ¹
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: 2024
Subjects: Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¾ÑÐ·ÑÐ²Ð¾Ð²
Ð¼Ð½Ð¾Ð³Ð¾Ð¼ÐµÑÐ¾ÑÐ½Ð°Ñ ÐºÐ»Ð°ÑÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ
SetFit
GPT 3.5
review handler
multi-label classification

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description: The given work is devoted to the development of a system that automates the processing of reviews for a mobile application available on the Google Play Store.. The standard developer menu in Google Play, first, does not keep track of the reviews analyzed by the developer, and second, does not automatically extract information from the text content of the reviews. The proposed solution implements the following functionality: â Regular loading of new reviews into the database and tracking of processed reviews. â Automatic multilabel classification of reviews based on their text content. â A user-friendly interface for manual review processing and creating charts for statistical analysis of reviews. The work involves the creation of a set of labels and the selection of a model for multilabel classification of reviews, the design and implementation of the "review handler" application, and the configuration of an interface for reviewing and analyzing reviews. As a result, a software suite is created that runs on a server, is much cheaper than competitors, and meets the requirements of the customer (the mobile app owner).