{"id":15412,"date":"2026-06-24T13:11:38","date_gmt":"2026-06-24T12:11:38","guid":{"rendered":"https:\/\/izvestiyakbncran.ru\/?page_id=15412"},"modified":"2026-06-30T10:02:40","modified_gmt":"2026-06-30T09:02:40","slug":"28-3-7-en","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/en\/28-3-7-en\/","title":{"rendered":"28.3.7 En"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-lora-font-family\" style=\"font-size:22px\"><strong>Software and algorithmic support for processing and analyzing electronic regulatory documents in information security<\/strong><\/h2>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-29fe9fa266aab6b32e046d2cbb691ddd wp-block-paragraph\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><strong>I.R. Chekanov, A.S. Kuznetsov, S.V. Pivneva<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-20193d73 wp-block-group-is-layout-flex\" style=\"border-style:none;border-width:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<p class=\"has-text-color has-link-color has-lora-font-family wp-elements-1934a6274ad67c2dd8d97ce7471e2bbb wp-block-paragraph\" style=\"color:#5b1919;font-size:12px;text-decoration:underline\"><\/p>\n\n\n\n<div class=\"wp-block-group is-horizontal is-layout-flex wp-container-core-group-is-layout-9076828a wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-856cf56e wp-block-buttons-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/06\/7.-chekanov-kuzneczov-pivneva.pdf\" style=\"border-color:#5b1919;border-style:solid;border-width:2px;border-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40);font-size:12px\">PDF<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:0px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-273e683f\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-text-align-center has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/06\/07-software.xml\" style=\"border-color:#5b1919;border-width:2px;border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:8px;border-bottom-right-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40);font-size:12px\">JATS XML<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-41ee428b6a5740c7f514a7432ff786a3 wp-block-paragraph\" style=\"border-style:none;border-width:0px;border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-left-radius:0px;border-bottom-right-radius:0px;color:#5b1919;margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><\/p>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\"\/>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-16f5f0b35b1f7bfbf8d84ce47729214f wp-block-paragraph\" style=\"line-height:1.4\"><em><strong><strong>Abstract<\/strong><\/strong>. <\/em>In a rapidly changing regulatory landscape, ensuring the relevance of information and analytical system databases is becoming critical, particularly in the field of information security. This paper addresses the core challenges in developing software and algorithmic tools for the automated processing and analysis of electronic regulatory documents within information security.<br><strong>Aim<\/strong>. The study aims to present the development and integration of a software-algorithmic module for updating regulatory documents in the EIAS \u201cThemis\u201d, describing its architecture and performance in improving information security data processing.<br><strong>Research materials and methods<\/strong>. The core approach involves methods of systems analysis, synthesis, and formalization, combined with the development of algorithmic support for analyzing electronic regulatory documents in information security.<br><strong>Results<\/strong>. This paper introduces an automated software-algorithmic solution engineered to track, update, and synchronize information security regulatory compliance data within enterprise-level architectures. The developed module has been successfully integrated into the framework of the existing EIAS \u201cThemis\u201d. Its core operational principles are presented, including the parsing of open legal repositories, document version comparison based on the Levenshtein distance algorithm, and administrator interaction upon detecting conflicts. Technical diagrams and Python source code samples are provided to illustrate the functional logic of the module.<br><strong>Conclusion<\/strong>. The practical relevance of this work stems from reducing the labor-intensive process of keeping the regulatory baseline up-to-date and minimizing risks related to the use of outdated compliance data.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f wp-block-paragraph\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-c7a273936c9fdc4e6a94646d52b76fca wp-block-paragraph\" style=\"line-height:1.4\"><strong><em><strong>Keywords<\/strong><\/em><\/strong><em>:<\/em> electronic document processing, software and algorithmic support, information security, process automation, parsing, data updating<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f wp-block-paragraph\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-7e2556598ba338042c3a6f035381f79e wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\"><strong><strong>For citation<\/strong>.<\/strong> Chekanov I.R., Kuznetsov A.S., Pivneva S.V. Software and algorithmic support for processing and analyzing electronic regulatory documents in information security. News of the Kabardino-Balkarian Scientific Center of RAS. 2026. Vol. 28. No. 3. Pp. 96\u2013106. DOI: 10.35330\/1991-6639-2026-28-3-96-106<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-17c3333a0b1db39b7fa4a3e1a1572bc4 wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-e9caafed046b2f8a72ed6f1fba114d45 wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\">\u00a9&nbsp;&nbsp; Chekanov I.R., Kuznetsov A.S., Pivneva S.V., 2026<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-8e2b6fff wp-block-group-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--20);padding-top:0;padding-bottom:0\">\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"80\" height=\"28\" src=\"https:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/03\/image.png\" alt=\"\" class=\"wp-image-7229\"\/><\/figure>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-05a6ee62a5b706afe3764dcf35c80ac8 wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:0;font-size:12px\">Content is available under license&nbsp;<a href=\"http:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\" rel=\"noreferrer noopener\">Creative Commons Attribution 4.0 License<\/a><\/p>\n<\/div>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-17c3333a0b1db39b7fa4a3e1a1572bc4 wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-00b1cb37920c80db8b645f50ab81dbed is-layout-flow wp-container-core-details-is-layout-f488f964 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>R<\/strong>eferences<\/summary>\n<ol style=\"margin-top:0;margin-bottom:0\" class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:400\">Mikhailichenko O.V., Kolovangin S.V., Nikiforova A.G. Creating a hierarchical filing system in the field of information security. Standardization of Information Security Processes for Critical Information Infrastructure. Zashchita informacii. Insajd [Information Security. Inside]. No. 3(99). Pp. 30\u201336. EDN: VFMWTT. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Perminova Ya.A., Ursegov A.K. Analysis of the main regulatory documents on ensuring the security of the critical information infrastructure of the Russian federation. Nauchnyy aspekt [Scientific Aspect]. 2023. Vol. 7. No. 6. Pp. 887\u2013893. EDN: WWDMTT. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Markov A.K., Semenochkin D.O., Kravets A.G., Yanovsky T.A. Comparative analysis of applied natural language processing technologies for improving the quality of digital document classification. International Journal of Open Information Technologies. 2024. Vol. 12. No. 3. Pp. 66\u201377. EDN: TUBOSI. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Gusev D.A. Analysis of the life cycle of electronic documents. Innovative research: experience, problems of implementing results and solutions: Collection of articles based on the<br>results of the International scientific and practical conference, Ufa, October 19, 2024. Sterlitamak: OOO \u00abAgentstvo mezhdunarodnykh issledovaniy\u00bb, 2024. Pp. 50\u201353. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Vlasenko A.V., Kashirina E.I. Analysis of modern methods of processing information in electronic form. Vestnik Adygeyskogo gosudarstvennogo universiteta. Seriya 4: Estestvennomatematicheskie i tekhnicheskie nauki [Bulletin of Adyghe State University. Series 4: Natural, Mathematical and Technical Sciences]. 2020. No. 3(266). Pp. 46\u201351. EDN: MJDBJG. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Reshetnikov V.N., Mamrosenko K.A. Information technologies in healthcare: development of regional systems. Software Products, Systems and Algorithms. 2016. No. 1. P. 5.<br>EDN: VXABOF. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Miroshnichenko M.A., Kozlov N.N., Samkova M.S. Modern aspects of knowledge and document management in the period of digital transformation. Vestnik akademii znaniy [Bulletin of the Academy of Knowledge]. 2024. No. 4(63). Pp. 607\u2013612. EDN: ZNHYRQ. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Loginova A.O. An overview of regulatory sources and practices for information security incident management. Vestnik SibGUTI. 2021. No. 1(53). Pp. 50\u201359. DOI: 10.55648\/1998-6920-2021-15-1-50-59. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Khaimov V.Z. Organization of counteraction to information security threats during storage and use of electronic documents. Documentation in the Information Society: Formation and Preservation of the Legacy of the Digital Age: Reports and Communications of the XXIX International Scientific and Practical Conference, Moscow, October 27\u201328, 2022. Moscow: Vserossiyskiy nauchno-issledovatel&#8217;skiy institut dokumentovedeniya i arkhivnogo dela, 2023. Pp. 242\u2013252. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Bobrovskiy S., Skorokhodov S., Chekanov I. Design of information support systems for enterprises based on the principles of system analysis. In the collection: Hybrid Methods of<br>Modeling and Optimization in Complex Systems (HMMOCS-II-2023). Proceedings of the II International Workshop. Krasnoyarsk, 2024. P. 2015.<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Tarasov V.N., Polezhaev P.N., Shukhman A.E., et al. Mathematical models of cloud computing data center based on OpenFlow. Vestnik Orenburgskogo Gosudarstvennogo Universiteta. No. 9. Pp. 150\u2013155. EDN: PJJFBP. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Burlyaeva E.V., Gavrilov A.V. Dsl-based approach for chemical industry technological schemes design. IT Standard. 2017. No. 1(10). Pp. 40\u201343. EDN: ZDRYKF. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Reshetnikov V.N., Bolodurina I.P., Parfenov D.I. Modeling of placing service-oriented applications in a software-defined infrastructure of the virtual data center. Software &amp; Systems. No. 4. Pp. 15\u201322. EDN: XVIFZH. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Belkina D.M., Belkin D.A., Kuznetsov A.S. Basics of parsing in python. Collection of Works of the International Youth School &#171;Engineering &#8212; XXI&#187;, Novorossiysk, April 15\u201318, 2025.<br>Novorossiysk: Belgorodskiy gosudarstvennyy tekhnologicheskiy universitet im. V.G. Shukhova, Pp. 184\u2013185. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Chekanov I.R., Kuznetsov A.S. Information support for electronic document management systems in the area of information security. Vestnik Komp&#8217;iuternykh i Informatsionnykh<br>Tekhnologii. 2025. Vol. 22. No. 6(252). Pp. 47\u201356. DOI: 10.14489\/vkit.2025.06.pp.047-056. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Gulyaev A.V., Pivneva S.V. Application of bidirectional multilayer neural network for restoring missing values in time series. Neurocomputers. 2025. Vol. 27. No. 2. Pp. 54\u201361. DOI: 10.18127\/j19998554-202502-06. (in Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Gulyaev A.V., Pivneva S.V. Application of wavelet transformation and singular spectrial analysis in time series decomposition. Highly Available Systems. 2024. Vol. 20. No. 2. Pp. 76\u201384. DOI: 10.18127\/j20729472-202402-06. (in Russian)<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-708ca5798783ad44d331da4c22c034ee is-layout-flow wp-container-core-details-is-layout-9ff6af70 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>Information about the authors<\/strong><\/summary>\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1c18c512 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--20);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--40)\">\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><strong>Ivan R. Chekanov<\/strong>, Senior Lecturer, Russian State Social University;<br>4, Wilhelm Pieck street, building 1, Moscow, 129226, Russia;<br>Cartmen98@yandex.ru, ORCID: https:\/\/orcid.org\/0000-0002-3656-265X, SPIN-code: 6993-8756<br><strong>Andrey S. Kuznetsov<\/strong>, Candidate of Technical Sciences, Deputy Head of the Faculty of Political and Social Technologies for Research, Associate Professor, Department of Information Technology, Artificial Intelligence, and Socio-Social Technologies of Digital Society, Russian State Social University;<br>4, Wilhelm Pieck street, building 1, Moscow, 129226, Russia;<br>askgoogle@internet.ru, ORCID: https:\/\/orcid.org\/0000-0003-1569-4765, SPIN-code: 8442-7210<br><strong>Svetlana V. Pivneva<\/strong>, Candidate of Pedagogical Sciences, Associate Professor, Dean of the Faculty of Political and Social Technologies, Head of the Department of Information Technology, Artificial Intelligence, and Social Technologies of the Digital Society, Russian State Social University;<br>4, Wilhelm Pieck street, building 1, Moscow, 129226, Russia;<br>pivnevasv@rgsu.net, ORCID: https:\/\/orcid.org\/0000-0003-2288-9915, SPIN-code: 1302-5825<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n<\/div>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-452cbc12bbc5feb9a1402dce7d5f0f2f is-layout-flow wp-block-details-is-layout-flow\" style=\"font-size:14px\"><summary><strong>Funding<\/strong><\/summary>\n<p class=\"wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\">The study was performed without external funding.<\/p>\n<\/details>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Software and algorithmic support for processing and analyzing electronic regulatory documents in information security I.R. Chekanov, A.S. Kuznetsov, S.V. Pivneva Abstract. In a rapidly changing regulatory landscape, ensuring the relevance of information and analytical system databases is becoming critical, particularly in the field of information security. This paper addresses the core challenges in developing software [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"wp-custom-template-home","meta":{"footnotes":""},"class_list":["post-15412","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>28.3.7 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/izvestiyakbncran.ru\/index.php\/en\/28-3-7-en\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"28.3.7 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb\" \/>\n<meta property=\"og:description\" content=\"Software and algorithmic support for processing and analyzing electronic regulatory documents in information security I.R. 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