KFU. Card publication. A Corpus-Based Study of the Rate of Changes in Frequency of Syntactic Bigrams in English and Russian.

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A CORPUS-BASED STUDY OF THE RATE OF CHANGES IN FREQUENCY OF SYNTACTIC BIGRAMS IN ENGLISH AND RUSSIAN.

Form of presentation

Articles in international journals and collections

Year of publication

2019

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Authors, employees of KFU

Bochkarev Vladimir Vladimirovich, author

Solovev Valeriy Dmitrievich, author

Shevlyakova Anna Vladimirovna, author

Bibliographic description in the original language

Bochkarev V., Solovyev V., Shevlyakova A. (2019) A Corpus-Based Study of the Rate of Changes in Frequency of Syntactic Bigrams in English and Russian. In: Martínez-Villaseñor L., Batyrshin I., Marín-Hernández A. (eds) Advances in Soft Computing. MICAI 2019. Lecture Notes in Computer Science, vol 11835. Springer, Cham. pp 463-474.

Annotation

Lecture Notes in Computer Science

Keywords

Language changes, Syntactic bigrams, Google Books Ngram, Kullback-Leibler divergence

The name of the journal

Lecture Notes in Computer Science

URL

https://link.springer.com/chapter/10.1007/978-3-030-33749-0_37

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

https://repository.kpfu.ru/eng/?p_id=216124&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Bochkarev Vladimir Vladimirovich	ru_RU
dc.contributor.author	Solovev Valeriy Dmitrievich	ru_RU
dc.contributor.author	Shevlyakova Anna Vladimirovna	ru_RU
dc.date.accessioned	2019-01-01T00:00:00Z	ru_RU
dc.date.available	2019-01-01T00:00:00Z	ru_RU
dc.date.issued	2019	ru_RU
dc.identifier.citation	Bochkarev V., Solovyev V., Shevlyakova A. (2019) A Corpus-Based Study of the Rate of Changes in Frequency of Syntactic Bigrams in English and Russian. In: Martínez-Villaseñor L., Batyrshin I., Marín-Hernández A. (eds) Advances in Soft Computing. MICAI 2019. Lecture Notes in Computer Science, vol 11835. Springer, Cham. pp 463-474.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=216124&p_lang=2	ru_RU
dc.description.abstract	Lecture Notes in Computer Science	ru_RU
dc.description.abstract	The article describes general regularities of frequency dynamics of syntactic bigrams and the method used to analyse them. The work objective is to quantitatively estimate the typical rate of change in frequency of syntactic bigrams in English and Russian. Both changes in frequency of words contained in syntactic bigrams and changes in the co-occurrence of these words influence the total rate of changes in frequency of syntactic bigrams. Their contribution to the total rate of frequency changes was estimated using decomposition of the Kullback-Leibler symmetrized divergence. It was also determined to what extent frequencies of the syntactic bigrams respond to major social events. Data on frequencies of syntactic bigrams from the English and Russian sub-corpora of Google Books Ngram were used as a study material. It was found that the regularities of the syntactic bigram usage are similar in English and Russian. The proposed approach can be used in other fields of science.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Language changes	ru_RU
dc.subject	Syntactic bigrams	ru_RU
dc.subject	Google Books Ngram	ru_RU
dc.subject	Kullback-Leibler divergence	ru_RU
dc.title	A Corpus-Based Study of the Rate of Changes in Frequency of Syntactic Bigrams in English and Russian.	ru_RU
dc.type	Articles in international journals and collections	ru_RU