| Форма представления | Статьи в зарубежных журналах и сборниках |
| Год публикации | 2020 |
| Язык | английский |
|
Вахитов Галим Зарибзянович, автор
Прокопьев Николай Аркадьевич, автор
Устин Павел Николаевич, автор
|
| Библиографическое описание на языке оригинала |
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 |
| Аннотация |
International Scientific Conference “Digitalization of Education: History, Trends and Prospects” (DETP 2020) |
| Ключевые слова |
natural language processing, text indexing, data analysis, social networks, psychometry |
| Название журнала |
International Scientific Conference “Digitalization of Education: History, Trends and Prospects” (DETP 2020)
|
| URL |
https://www.atlantis-press.com/proceedings/detp-20/125940240 |
| Пожалуйста, используйте этот идентификатор, чтобы цитировать или ссылаться на эту карточку |
https://repository.kpfu.ru/?p_id=241696 |
Полная запись метаданных  |
| Поле DC |
Значение |
Язык |
| dc.contributor.author |
Вахитов Галим Зарибзянович |
ru_RU |
| dc.contributor.author |
Прокопьев Николай Аркадьевич |
ru_RU |
| dc.contributor.author |
Устин Павел Николаевич |
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/?p_id=241696 |
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 |
Статьи в зарубежных журналах и сборниках |
ru_RU |
|
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