КФУ. Карточка публикации. Topic Modeling as a Method of Educational Text Structuring

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TOPIC MODELING AS A METHOD OF EDUCATIONAL TEXT STRUCTURING

Форма представления

Статьи в зарубежных журналах и сборниках

Год публикации

2020

Язык

английский

Авторы, сотрудники КФУ

Солнышкина Марина Ивановна, автор

Соловьев Валерий Дмитриевич, автор

Тутубалина Елена Викторовна, автор

Библиографическое описание на языке оригинала

Sakhovskiy A, Tutubalina E, Solovyev V, Topic Modeling as a Method of Educational Text Structuring//Proceedings - International Conference on Developments in eSystems Engineering, DeSE. - 2020. - Vol.2020-December, Is.. - P.399-405.

Аннотация

This article explores the problems of assigning documents to a limited number of topics and automating the process of topic structuring of Russian educational texts. For this purpose, we compiled an original corpus of school textbooks on Social Science. We utilized the Latent Dirichlet Allocation model for selection and comparative analysis of topics in the textbooks of different grades. This approach allows the reconstruction of the matrix of topics for each textbook in the сorpus

Ключевые слова

Text structure , school textbooks , Topic Modeling

Название журнала

Proceedings - International Conference on Developments in eSystems Engineering, DeSE

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112524308&doi=10.1109%2fDeSE51703.2020.9450232&partnerID=40&md5=8eced483d4796e963483de010f4ddb4f

Пожалуйста, используйте этот идентификатор, чтобы цитировать или ссылаться на эту карточку

https://repository.kpfu.ru/?p_id=255768

Полная запись метаданных

Поле DC	Значение	Язык
dc.contributor.author	Солнышкина Марина Ивановна	ru_RU
dc.contributor.author	Соловьев Валерий Дмитриевич	ru_RU
dc.contributor.author	Тутубалина Елена Викторовна	ru_RU
dc.date.accessioned	2020-01-01T00:00:00Z	ru_RU
dc.date.available	2020-01-01T00:00:00Z	ru_RU
dc.date.issued	2020	ru_RU
dc.identifier.citation	Sakhovskiy A, Tutubalina E, Solovyev V, Topic Modeling as a Method of Educational Text Structuring//Proceedings - International Conference on Developments in eSystems Engineering, DeSE. - 2020. - Vol.2020-December, Is.. - P.399-405.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/?p_id=255768	ru_RU
dc.description.abstract	Proceedings - International Conference on Developments in eSystems Engineering, DeSE	ru_RU
dc.description.abstract	This article explores the problems of assigning documents to a limited number of topics and automating the process of topic structuring of Russian educational texts. For this purpose, we compiled an original corpus of school textbooks on Social Science. We utilized the Latent Dirichlet Allocation model for selection and comparative analysis of topics in the textbooks of different grades. This approach allows the reconstruction of the matrix of topics for each textbook in the сorpus	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Text structure	ru_RU
dc.subject	school textbooks	ru_RU
dc.subject	Topic Modeling	ru_RU
dc.title	Topic Modeling as a Method of Educational Text Structuring	ru_RU
dc.type	Статьи в зарубежных журналах и сборниках	ru_RU