title: Research of features of Dostoevsky’s publicistic style by using m-grams based on the materials of the “Time” and “Epoch” magazines
metadata.name: dc.contributor.author
metadata.value: Abramov, Roman V.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Kulakov, Kirill A.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Lebedev, Alexander A.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Moskin, Nikolai D.
metadata.lang: -
metadata.name: dc.contributor.author
metadata.value: Rogov, Alexander A.
metadata.lang: -
metadata.name: dc.date.accessioned
metadata.value: 2022-01-18T11:25:28Z
metadata.lang: -
metadata.name: dc.date.available
metadata.value: 2022-01-18T11:25:28Z
metadata.lang: -
metadata.name: dc.date.issued
metadata.value: 2021-12
metadata.lang: -
metadata.name: dc.identifier.citation
metadata.value: Abramov R. V., Kulakov K. A., Lebedev A. A., Moskin N. D., Rogov A. A. Research of features of Dostoevsky’s publicistic style by using m-grams based on the materials of the “Time” and “Epoch” magazines. Vestnik of Saint Petersburg University. Applied Mathematics. Computer Science. Control Processes, 2021, vol. 17, iss. 4, pp. 389-396.
metadata.lang: en_GB
metadata.name: dc.identifier.other
metadata.value: https:/ /doi.org/10.21638/11701/spbu10.2021.407
metadata.lang: -
metadata.name: dc.identifier.uri
metadata.value: http://hdl.handle.net/11701/34161
metadata.lang: -
metadata.name: dc.description.abstract
metadata.value: The paper is devoted to the study of the publicity style of F. M. Dostoevsky on the basis of
  publications in the journals “Time” and “Epoch” (1861-1865). For this, fragments of texts
  (including other authors: M. M. Dostoevsky, N. N. Strakhov, A. A. Golovachev, etc.) were
  selected in sizes of 500, 700 and 1000 words, on which the occurrence of bigrams and trigrams
  (encoded sequences of parts of speech) were counted. Decision trees were built on their basis
  and an analysis of the accuracy of text recognition was performed. If we consider the class
  cation at the rest level of the tree (fragment size 1000), then the accuracy was on average
  87 resulting decision trees.
metadata.lang: en_GB
metadata.name: dc.description.sponsorship
metadata.value: This work was supported by the Russian Foundation for Basic Research (project N 18-012-90026).
metadata.lang: en_GB
metadata.name: dc.language.iso
metadata.value: en
metadata.lang: en_GB
metadata.name: dc.publisher
metadata.value: St Petersburg State University
metadata.lang: en_GB
metadata.name: dc.relation.ispartofseries
metadata.value: Vestnik of St Petersburg University. Applied Mathematics. Computer Science. Control Processes;Volume 17; Issue 4
metadata.lang: -
metadata.name: dc.subject
metadata.value: publicity style
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: text attribution
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: decision tree
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: n-gram
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: F. M. Dostoevsky
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: information system “Statistical methods for analyzing literary texts”
metadata.lang: en_GB
metadata.name: dc.subject
metadata.value: tree matching
metadata.lang: en_GB
metadata.name: dc.title
metadata.value: Research of features of Dostoevsky’s publicistic style by using m-grams based on the materials of the “Time” and “Epoch” magazines
metadata.lang: en_GB
metadata.name: dc.type
metadata.value: Article
metadata.lang: en_GB
resources.filename: 389-396.pdf
resources.url: https://dspace.spbu.ru/bitstream/11701/34161/1/389-396.pdf
resources.format: Adobe PDF
resources.size: 464,88 kB