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Preprints of the Keldysh Institute of Applied Mathematics, 2024, 060, 24 pp.
DOI: https://doi.org/10.20948/prepr-2024-60
(Mi ipmp3270)
 

The structure of errors in recognizing the author of the text by the trigram method

M. Yu. Kislitsyna, Yu. N. Orlov
References:
Abstract: Statistics of reference trigrams for the complete corpus of literary texts in Russian, including translated foreign authors, have been collected. Distributions of distances from individual texts to standards are constructed. The nearest reference method for recognizing the author of the text has been tested. The error was determined by genres, subgroups of authors and by the corpus as a whole. A classification of errors has been carried out to develop a correction method.
Keywords: trigrams, nearest neighbor method, text author recognition, errors classification.
Funding agency Grant number
Russian Science Foundation 23-71-10055
Document Type: Preprint
Language: Russian
Citation: M. Yu. Kislitsyna, Yu. N. Orlov, “The structure of errors in recognizing the author of the text by the trigram method”, Keldysh Institute preprints, 2024, 060, 24 pp.
Citation in format AMSBIB
\Bibitem{KisOrl24}
\by M.~Yu.~Kislitsyna, Yu.~N.~Orlov
\paper The structure of errors in recognizing the author of the text by the trigram method
\jour Keldysh Institute preprints
\yr 2024
\papernumber 060
\totalpages 24
\mathnet{http://mi.mathnet.ru/ipmp3270}
\crossref{https://doi.org/10.20948/prepr-2024-60}
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  • https://www.mathnet.ru/eng/ipmp/y2024/p60
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    Препринты Института прикладной математики им. М. В. Келдыша РАН
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    Abstract page:25
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    References:14
     
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