Pedagogical conditions for understanding the text generated in the neural network
- Authors: Usoltseva S.V1, Verkhovtsev K.N1
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Affiliations:
- University of Tyumen
- Issue: No 6 (2025)
- Pages: 327-335
- Section: ARTICLES
- URL: https://journals.rcsi.science/2618-7175/article/view/373665
- ID: 373665
Cite item
Abstract
the authors attempt to develop an innovative approach in foundation and creating pedagogical conditions for understanding the text generated in a neural network. In this context, it implies systematic work with the generated text, where the received message (the generated text) is perceived as true or false, requires analysis and comparison with the original text (the original source). The article outlines the problems of understanding the text, its comprehension, interpretation and text generation. The difficulties associated with textual activity are described. The text is considered from the point of view of a generator of meanings, a mechanism generating meanings, a capacitor of cultural memory. The stage-by-stage work with the text includes not only the disclosure of meaning, but also the obligatory interpretation of what has been read. The considered theoretical aspects of linguistic, psychological and literary analysis of the text and theoretical approaches to understanding (meaning) of the text allowed us to identify the key pedagogical conditions necessary in the process of working with the generated text. The study was conducted from the point of view of the semiotic approach and the ideas of pedagogical hermeneutics. The research material was: M. Tsvetaeva poem «Our Kingdoms»; generated texts (according to the author's requests) in the YandexGPT 5 neural network. The paper presents one of the options for working with the generated text using the example of its analysis and comparison with a work of fiction in the educational process of secondary and high schools.
About the authors
S. V Usoltseva
University of Tyumen
Email: slavinau@gmail.com
ORCID iD: 0009-0008-5501-5249
K. N Verkhovtsev
University of Tyumen
Email: knver@yandex.ru
References
- Бахтин М.М. Эстетика словесного творчества. М: Искусство, 1979. 424 с.
- Богданова Л.И. Формирование текстовой компетенции в процессе рецепции и продукции текстов // Вестник Московского университета. Серия 19, Лингвистика и межкультурная коммуникация. 2014. № 1. С. 11 – 18.
- Гальперин И.Р. Текст как объект лингвистического исследования. М: Наука, 1981. 139 с.
- Закирова А.Ф. Теоретико-методологические основы и практика педагогической герменевтики: дис. докт. пед. наук. Тюмень, 2001. 314 с.
- Леонтьев Д.А. Психология смысла: Природа, строение и динамика смысловой реальности: учебное пособие. М: Смысл, 2003. 486 с.
- Лотман Ю.М. Внутри мыслящих миров. Человек – текст – семиосфера – история. М: Языки русской культуры, 1996. 464 с.
- Лотман Ю.М. Избранные статьи в трех томах. Т. 1. Статьи по семиотике и топологии культуры. Т: Александра, 1992. 247 с.
- Лотман Ю.М. Семиосфера. СПб: Искусство-СПБ, 2001. 704 с.
- Мясникова О.В., Фроловская М.Н. Педагогические условия понимания текстов в процессе обучения // Известия АлтГУ. 2014. № 2 (82). С. 43 – 48.
- Никитина Е.С. Абсурд в коммуникациях, или Общение без понимания. М: Ленанд, 2018. 160 с.
- Никитина Е.С. Смысловой анализ текста: Психосемиотический подход. М: Ленанд, 2019. 200 с.
- Цветаева М.И. Собрание сочинений в семи томах. Т. 1. Книга 1. М: ТЕРРА, 263 с.
- Loble L. Learning to live in the time of AI // The UNESCO Courier. 2018. № 3. P. 34 – 35.
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