{"id":3920,"date":"2023-10-26T14:19:27","date_gmt":"2023-10-26T09:19:27","guid":{"rendered":"http:\/\/vestnik.polytech.tj\/?p=3920"},"modified":"2023-10-26T14:19:39","modified_gmt":"2023-10-26T09:19:39","slug":"identification-of-authors-of-a-economics-political-text-by-means-of-a-symbol-bigrams","status":"publish","type":"post","link":"https:\/\/vestnik.polytech.tj\/?p=3920&lang=en","title":{"rendered":"IDENTIFICATION OF AUTHORS OF A ECONOMICS-POLITICAL TEXT BY MEANS OF A SYMBOL BIGRAMS"},"content":{"rendered":"

Authors<\/strong><\/h4>\n

 <\/p>\n

Soliev O.M.<\/strong> \u2013<\/strong> Candidate of Physical and Mathematical Sciences, Department of\u00a0 <\/em>Programming and Information Technologies, Polytechnic Institute of <\/em>Tajik Technical University<\/em><\/p>\n

Kosimov O.A.<\/strong> \u2013 <\/strong>master student, <\/em>Department of Programming and Information <\/em>Technologies, Polytechnic Institute of Tajik Technical University<\/em><\/p>\n

 <\/p>\n

Annotation<\/em><\/strong><\/h4>\n

 <\/p>\n

\u00a0It is established that the distribution of the frequency of bigrams in the economic and political works of the Russian language is the identifier of authorship. The possibilities of the classifier Z.D. Usmanov to recognize the author of the text by the frequency of letter bigrams are investigated. A digital portrait and a metric space of works are constructed. Under the assumption of the author’s unique creativity set metric thresholds, which are determined on the basis of classes of «homogeneous» works. The \u03b3-classifier of discrete random variables, which confirmed high efficiency in identifying the authorship of text fragments in works of classical and modern poetry, as well as in modern prose of the Tajik language, is tested for adaptability to the recognition of authorship in economic and political works.<\/em><\/p>\n

 <\/p>\n

Key words<\/em><\/strong><\/h4>\n

 <\/p>\n

\u00a0Russian language, economics-political text, bigram, classifier, frequency, statistics, efficiency.<\/em><\/p>\n

 <\/p>\n

References<\/em><\/strong><\/h4>\n

 <\/p>\n

    \n
  1. Usmanov Z.D., Kosimov A.A. Rate of bigrams in the Tajik literature. \u2013 Reports of Academy of Sciences of the Republic of Tajikistan, 2016, t. 59, \u2116 1 \u2013 2, P. 28 \u2013 32.<\/em><\/li>\n
  2. Romanov A.S., Shelupanov A.A., Meshcheryakov R.V. Development and a research of mathematical models, techniques and software of information processes at identification of the author of the text. \u2013 Tomsk: — V-range, 2011, 188 p.<\/em><\/li>\n
  3. Usmanov Z.D. N-grams in recognition of uniform texts. \u2013 Materials of the 20th scientific and practical seminar «New information technologies in the automated systems». \u2013 Moscow, 2017, P. 52 \u2013 54.<\/em><\/li>\n
  4. Usmanov Z.D. Qualifier of discrete random variables. \u2013 Reports of Academy of Sciences of the Republic of Tajikistan. 2017, t. 60, \u2116 7 \u2013 8, P. 291 \u2013 300.<\/em><\/li>\n
  5. Usmanov Z.D. Algorithm of control of a klasterizator of discrete random variables. \u2013 Reports of Academy of Sciences of the Republic of Tajikistan, 2017, t. 60, \u2116 9, P. 392 \u2013 397.<\/em><\/li>\n
  6. Burkhanova N.M. Budgetary system of the Russian Federation. \u2013 M.: Eksmo, 2007, 32 p.<\/em><\/li>\n
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  11. Klimova M.A. Salary. \u2013 M.: Tax Bulletin, 2008, 320 p.<\/em><\/li>\n
  12. Klimova M.A. Profits tax. \u2013 M.: Tax Bulletin, 2008, 98 p.<\/em><\/li>\n
  13. Nikanorov P.S. Intermediary activity. \u2013 M.: Tax bulletin, 2008, 320 p.<\/em><\/li>\n
  14. Nikanorov P.S. Joint activity. \u2013 M.: Tax bulletin, 2008, 320 p.<\/em><\/li>\n
  15. Panchenko T.M. Loans and credits. \u2013 M.: Tax bulletin, 2008, 158 p.<\/em><\/li>\n
  16. Panchenko T.M. Holiday and social payments. \u2013 M.: Tax bulletin, 2008, 340 p.<\/em><\/li>\n
  17. Starikov N.V. Geopolitics. How to do it. \u2013 SPb.: St. Petersburg, 2014, 368 p.<\/em><\/li>\n
  18. Starikov N.V. Nationalization of ruble. \u2013 SPb.: St. Petersburg, 2011, 169 p.<\/em><\/li>\n
  19. Shevchuk D.A. Economy history. \u2013 M.: Author, 2009, 305 p.<\/em><\/li>\n
  20. Shevchuk D.A. World economy. Abstract of lectures. \u2013 Rostov-on-Don: Phoenix, 2007, 417 p.<\/em><\/li>\n<\/ol>\n

     <\/p>\n

    Publication date<\/h4>\n

    2023-10-26<\/p>\n

     <\/p>\n","protected":false},"excerpt":{"rendered":"

    Authors   Soliev O.M. \u2013 Candidate of Physical and Mathematical Sciences, Department of\u00a0 Programming and Information Technologies, Polytechnic Institute of Tajik Technical University Kosimov O.A. \u2013 master student, Department of Programming and Information Technologies, Polytechnic Institute of Tajik Technical University   Annotation   \u00a0It is established that the distribution of the frequency of bigrams in the economic and political works of the Russian language is the identifier of authorship. The possibilities of the classifier Z.D. Usmanov to recognize the author of the text by the frequency of letter bigrams are…<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[143],"tags":[175],"class_list":["post-3920","post","type-post","status-publish","format-standard","hentry","category-bulletin-of-pittu-2019","tag-bulletin-of-pittu-2019-1"],"acf":[],"featured_image_src":null,"author_info":{"display_name":"Ilhomjon Qodirov","author_link":"https:\/\/vestnik.polytech.tj\/?author=3"},"_links":{"self":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3920","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3920"}],"version-history":[{"count":2,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3920\/revisions"}],"predecessor-version":[{"id":3922,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3920\/revisions\/3922"}],"wp:attachment":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3920"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3920"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3920"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}