KFU. Card publication. Topic Modeling as a Method of Educational Text Structuring

KAZAN
FEDERAL UNIVERSITY

- RUS
- 中文
- ES

TOPIC MODELING AS A METHOD OF EDUCATIONAL TEXT STRUCTURING

Form of presentation

Articles in international journals and collections

Year of publication

2020

Язык

английский

Authors, employees of KFU

Solnyshkina Marina Ivanovna, author

Solovev Valeriy Dmitrievich, author

Tutubalina Elena Viktorovna, author

Bibliographic description in the original language

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.

Annotation

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

Keywords

Text structure , school textbooks , Topic Modeling

The name of the journal

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

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=255768&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Solnyshkina Marina Ivanovna	ru_RU
dc.contributor.author	Solovev Valeriy Dmitrievich	ru_RU
dc.contributor.author	Tutubalina Elena Viktorovna	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/eng/?p_id=255768&p_lang=2	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	Articles in international journals and collections	ru_RU