KFU. Card publication. Indexing of Social Network Texts for Psychometric Model of Academic Success Prediction

KAZAN
FEDERAL UNIVERSITY

- RUS
- 中文
- ES

INDEXING OF SOCIAL NETWORK TEXTS FOR PSYCHOMETRIC MODEL OF ACADEMIC SUCCESS PREDICTION

Form of presentation

Articles in international journals and collections

Year of publication

2020

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Authors, employees of KFU

Vakhitov Galim Zaribzyanovich, author

Prokopev Nikolay Arkadevich, author

Ustin Pavel Nikolaevich, author

Bibliographic description in the original language

Prokopyev N.A. Indexing of Social Network Texts for Psychometric Model of Academic Success Prediction / N.A. Prokopyev, G.Z. Vakhitov, P.N. Ustin. – Proceedings of the International Scientific Conference “Digitalization of Education: History, Trends and Prospects” (DETP 2020), 2020. – pp. 807-812

Annotation

International Scientific Conference “Digitalization of Education: History, Trends and Prospects” (DETP 2020)

Keywords

natural language processing, text indexing, data analysis, social networks, psychometry

The name of the journal

International Scientific Conference “Digitalization of Education: History, Trends and Prospects” (DETP 2020)

URL

https://www.atlantis-press.com/proceedings/detp-20/125940240

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

https://repository.kpfu.ru/eng/?p_id=241696&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Vakhitov Galim Zaribzyanovich	ru_RU
dc.contributor.author	Prokopev Nikolay Arkadevich	ru_RU
dc.contributor.author	Ustin Pavel Nikolaevich	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	Prokopyev N.A. Indexing of Social Network Texts for Psychometric Model of Academic Success Prediction / N.A. Prokopyev, G.Z. Vakhitov, P.N. Ustin. – Proceedings of the International Scientific Conference “Digitalization of Education: History, Trends and Prospects” (DETP 2020), 2020. – pp. 807-812	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=241696&p_lang=2	ru_RU
dc.description.abstract	International Scientific Conference “Digitalization of Education: History, Trends and Prospects” (DETP 2020)	ru_RU
dc.description.abstract	The paper presents the technical description of a software package for extracting and processing of text content from social networks for the purpose of their use in developing of an academic success psychometric model. This model is based on a selected set of cognitive behavioral predictors of personal activity in the context of education. Source textual data consists of posts from the Vkontakte profile pages of students of Kazan Federal University. As the main method of data processing, text indexing and word frequency characteristics analysis for academically “successfull” and “not-successful” students. The intermediate results of the developed text indices analysis are also presented.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	natural language processing	ru_RU
dc.subject	text indexing	ru_RU
dc.subject	data analysis	ru_RU
dc.subject	social networks	ru_RU
dc.subject	psychometry	ru_RU
dc.title	Indexing of Social Network Texts for Psychometric Model of Academic Success Prediction	ru_RU
dc.type	Articles in international journals and collections	ru_RU