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Preprints of the Keldysh Institute of Applied Mathematics, 2024, 016, 18 pp.
DOI: https://doi.org/10.20948/prepr-2024-16
(Mi ipmp3226)
 

The distribution of ordinal frequencies of consonants as an invariant of a language group

M. Yu. Kislitsyna, Yu. N. Orlov
References:
Abstract: The statistics of the frequency distribution of consonant letters in the main modern languages of the Indo-European family are collected. The distributions of descending frequencies were studied, based on the analysis of literary texts with a length of about 1 million characters. It is shown that it is possible to introduce an invariant of language groups – Germanic, Romance, Slavic and Baltic – as the distance between the elements of the group in the L1 norm. The threshold distance at which languages are grouped as fully connected subgraphs is 0.14. It is also shown that the structures of the graph of near and far neighbors correspond to the model of dependent random variables.
Keywords: machine classification, text preprocessing, ordered frequencies distribution, nearest neighbor graph.
Document Type: Preprint
Language: Russian
Citation: M. Yu. Kislitsyna, Yu. N. Orlov, “The distribution of ordinal frequencies of consonants as an invariant of a language group”, Keldysh Institute preprints, 2024, 016, 18 pp.
Citation in format AMSBIB
\Bibitem{KisOrl24}
\by M.~Yu.~Kislitsyna, Yu.~N.~Orlov
\paper The distribution of ordinal frequencies of consonants as an invariant of a language group
\jour Keldysh Institute preprints
\yr 2024
\papernumber 016
\totalpages 18
\mathnet{http://mi.mathnet.ru/ipmp3226}
\crossref{https://doi.org/10.20948/prepr-2024-16}
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  • https://www.mathnet.ru/eng/ipmp/y2024/p16
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    Препринты Института прикладной математики им. М. В. Келдыша РАН
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