title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÐ° Ð¾ÑÐµÐ½ÐºÐ¸ ÑÑ Ð¾Ð¶ÐµÑÑÐ¸ ÑÑÐºÐ¾Ð¿Ð¸ÑÐ¸ Ð½Ð°ÑÑÐ½Ð¾Ð¹ ÑÑÐ°ÑÑÐ¸ Ð¸ ÐºÐ¾ÑÐ¿ÑÑÐ° Ð¿ÑÐ±Ð»Ð¸ÐºÐ°ÑÐ¸Ð¹ Ð² ÐºÐ¾Ð½ÐºÑÐµÑÐ½Ð¾Ð¼ Ð½Ð°ÑÑÐ½Ð¾Ð¼ Ð¶ÑÑÐ½Ð°Ð»Ðµ
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: Development and implementation of a research tool for evaluating the similarity between a draft scientific paper and a set of published articles from a specific scientific journal
Creators: name: ÐÐµÐ´Ð²ÐµÐ´ÐµÐ², ÐÐ°Ð½Ð¸Ð»
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° ÐµÑÑÐµÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ ÑÐ·ÑÐºÐ°
Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑ
Ð¾ÑÐµÐ½ÐºÐ° ÑÑ Ð¾Ð´ÑÑÐ²Ð°
Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½Ñ Ð¿Ð¾Ð¼Ð¾ÑÐ¸ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»Ñ
Ð¿ÑÐ±Ð»Ð¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½ÑÐ¹ Ð¿ÑÐ¾ÑÐµÑÑ
natural language processing
artificial intelligence
similarity measure
researcher assistance tool
publication process

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description: The given work aims to develop a tool for authors of manuscripts that will provide an integrated quantitative assessment of the similarity between a manuscript and a corpus of scientific articles published by a specific scientific journal. The research set the following goals: 1. The specific features of the manuscript review process have been studied and its main drawbacks were identified. 2. The characteristics of scientific publications as a form of data presentation have been investigated. 3. Existing datasets consisting of scientific publications have been analyzed and methods for creating ones own datasets have been proposed. 4. A tool for evaluating the similarity between a manuscript of a scientific article and a corpus of publications in a specific scientific journal has been developed. As a result, we have developed a manuscript similarity assessment tool that will allow authors to indirectly estimate the likelihood of their work being accepted for publication and the chances of a successful peer review. The tool has been tested on a dataset of previously published papers from specific journals and has shown promising results in assessing similarity.