• Original research article
  • December 28, 2021
  • Open access

Keywords Extraction on the Topic "Образование/Education"

Abstract

The paper aims to identify the keywords features of the thematic field “Образование/Education” in the Russian and English languages. The article describes the stages of the automated parsing of the news articles from the websites of the educational online portals “EDU-Inform” and “Education Today Magazine” for corpus creation. The study also pays significant attention to the linguistic analysis of the extracted keywords. The scientific originality of the research consists in the interdisciplinary consideration of the issue of keywords studying and usage of computer programming instruments for the automated natural language text processing. As a result, the research presents the visualization of the thematic field “Образование/Education” for the Russian and English languages in the form of a word cloud.

References

  1. Арнольд И. В. Семантическая структура слова в современном английском языке и методика ее исследования. Л.: Просвещение, 1966.
  2. Ахманова О. С. Очерки по общей и русской лексикологии. М.: Государственное учебно-педагогическое Издательство Министерства Просвещения РСФСР, 1957.
  3. Глобина Л. В. Лексико-семантическое поле партитивной лексики в современном русском языке: автореф. дисс. … к. филол. н. Воронеж, 1995.
  4. Лысякова М. В. Лексико-семантические парадигмы: лингвистический статус, критерии разграничения // Russian Journal of Linguistics. 2005. № 7.
  5. Филин Ф. П. О лексико-семантических группах слов // Езиковедскиі изъследования в чест на академик Стефан Младенов. София: Бьлг. акад. на науките, 1967.
  6. Anandarajan M., Hill C., Nolan T. Practical Text Analytics. Maximizing the Value of Text Data. Advances in Analytics and Data Science. Springer Nature Switzerland, Cham, 2019.
  7. Grootendorst M. Keybert: Minimal keyword extraction with bert. 2020. URL: https://github.com/MaartenGr/KeyBERT
  8. Kaser O., Lemire D. Tag-cloud drawing: Algorithms for cloud visualization // Proceedings of the World Wide Web Workshop on Tagging and Metadata for Social Information Organization. Coleman, 2007.

Author information

Anastasiia Yurievna Bashmakova

University of Tyumen

About this article

Publication history

  • Received: October 26, 2021.
  • Published: December 28, 2021.

Keywords

  • компьютерная лингвистика
  • извлечение ключевых слов
  • образование
  • облако слов
  • computational linguistics
  • keyword extraction
  • education
  • BERT
  • word cloud

Copyright

© 2021 The Author(s)
© 2021 Gramota Publishing, LLC

User license

Creative Commons Attribution 4.0 International (CC BY 4.0)