
Position: Professor
Degree: Doctor of Technical Sciences
Title: Professor
Contacts: natalia.sharonova@khpi.edu.ua
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- 01.09.2024 – present – Professor at the Department of Intelligent Computer Systems, National Technical University ‘Kharkiv Polytechnic Institute’.
- 2007 – 31.08.2024 – Head of the Department of Intelligent Computer Systems at the National Technical University ‘Kharkiv Polytechnic Institute’.
- 2003-2007 – Professor of the Department of Pedagogy and Psychology of Social Systems Management, since 2005 – Professor of the Department of Automated Control Systems at the National Technical University ‘Kharkiv Polytechnic Institute’.
- 1996-2003 – Vice-Rector for Scientific Work, Head of the Department of Informatics at Kharkiv State University ‘NUA’ – Kharkiv Humanitarian University ‘People’s Ukrainian Academy’.
- 1994-1996 – Professor of the Department of Informatics at Kharkiv State Institute of Culture.
- 1975-1994 – Engineer, junior research fellow, postgraduate student, senior research fellow, head of the artificial intelligence laboratory, leading research fellow at the Kharkiv Institute of Radio Electronics (now Kharkiv National University of Radio Electronics).
Education
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- 1975 – Engineer-Mathematician, specialising in Applied Mathematics, Kharkiv Institute of Radio Electronics.
- 1984 – Candidate of Technical Sciences, specialising in 05.13.001 – Technical Cybernetics and Information Theory, Kharkiv Institute of Radio Electronics.
- 1994 – Doctor of Technical Sciences, specialising in 05.25.05 – Information Systems and Processes, Kharkiv State Institute of Culture.
Advanced training and professional development
Teaching disciplines
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- Mathematical Foundations of Linguistics (Bachelor level)
- Fundamentals of Scientific Research (Master level)
- Actual Problems of Applied and Theoretical Linguistics (Master level)
- Methodology of scientific and pedagogical activity in computer sciences (Ph.D level)
- Models and methods of artificial intelligence (Ph.D level)
Scientific interests
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- Mathematical modelling in linguistics
- Intelligent natural language processing systems
- Theory of intelligence, artificial intelligence and machine learning
Professional Achievements and Membership
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- Chair of the Specialised Academic Council D 64.050.20 at the National Technical University ‘Kharkiv Polytechnic Institute’ in the field of 05.13.06 – Information Technology. (since 2026)
- Published over 300 scientific and educational-methodological works.
- Scientific supervision of dissertations for the degree of candidate and doctor of technical sciences in specialities related to information technology, environmental safety, and structural, applied, and mathematical linguistics (26 candidate and 3 doctoral dissertations defended under scientific supervision).
- Deputy Chair of the Specialised Academic Council D 64.050.20 at the National Technical University ‘Kharkiv Polytechnic Institute’ in the field of 05.13.06 – Information Technology. (2020-2025)
- ЧMember of the competition committee of the second round of the All-Ukrainian competition of student research papers on artificial intelligence 2023-2025, section Language Recognition.
- Member of the editorial board of professional scientific publications:
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- Bionics of Intelligence – Scientific and Technical Journal, – Ministry of Education and Science of Ukraine, Kharkiv National University of Radio Electronics, (Resolution of the Higher Attestation Commission of Ukraine No. 1-05/7 dated 04.07.2006 – present);
- Problems of Information Technologies, – Ministry of Education and Science of Ukraine, Kharkiv National Technical University, (Resolution of the Presidium of the Higher Attestation Commission of Ukraine No. 3 3-05/6 dated 06.10.2010 – present);
- Member of the editorial board of the scientific journal ‘Bulletin of the National Technical University ’KhPI‘’. Series: System Analysis, Management and Information Technologies.
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- Chair of the Organising Committee of the annual All-Ukrainian Scientific and Practical Conference ‘Intelligent Systems and Applied Linguistics’ (from 2008 to 2016), which became the International Scientific and Practical Conference ‘Computational Linguistics and Intelligent Systems’ (from 2017 to 2023 with the publication of the best works and indexing in the Scopus scientometric database) – to the present.
Patents for utility models
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- Description of the utility model patent Cybersecurity policy control system with artificial intelligence elements for corporate communication networks AI Levterov, GA Plekhova, NV Sharonova, SM Nerono Kharkiv National Automobile and Highway University Application number: u 2024 02069 (22) Application date: 18.04.2024 (24) Date from which intellectual property rights are valid: 05.12.2024 (46) Publication of information on state registration: 04.12.2024, Bulletin No. 49. UA 157855 U
- METHOD FOR SELECTING OPERATING FREQUENCIES FOR UNMANNED AERIAL VEHICLES IN A COMPLEX ELECTROMAGNETIC ENVIRONMENT Kashkevich S.O., Shishatsky A.V., Nerono S.M., Plekhova G.A., Yefimenko O.V., Gurko O.G., Kononikhin O.S., Dmitrieva O.I., Sharonova N.V. Application registration number u 2024 05280 (22) Date of submission 06.11.2024. STATE ORGANISATION ‘UKRAINIAN NATIONAL OFFICE OF INTELLECTUAL PROPERTY AND INNOVATION’ (UKRNOIVI), 2025.
Published works
Textbooks, study guides, monographs
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- Plekhova G. A., Sharonova N. V. Author’s course on the discipline ‘Methods of Scientific Research’ / G. A. Plekhova, N. V. Sharonova. – Kharkiv: FOB Brovin O.V. 2025.–84 p. ISBN 978-617-8238-97-1
- Sharonova N. V. Ensuring high professionalism of future specialists through the use of modern information technologies in education / N. V. Sharonova, N. V. Borisova // Targeted training of leaders and the humanitarian and technological elite. From the experience of the Faculty of Social and Humanitarian Technologies of NTU ‘KhPI’: monograph / Authoring team: edited by Professors A.V. Kipensky and O.S. Ponomarev. – Kharkiv: Madrid Printing House, 2021 – P. 112-131.
Papers
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- Plehova G., Sharonova N., Neronov S., Plehov D., Fedorovych V. Mathematical bases of the methodology for building an intellectual system based on the theory of intelligence and the apparatus of predicate algebra / Innovative Technologies for Project and Program Management [Text]: Collective monograph edited by I. Linde. European University Press. Riga: ISMA, 2025. 266 p.
- Cherednichenko O., Vovk M., Sharonova N., Vorzhevitina A. Comparator-based identification of food edibility from natural language description / PhD Workshop on Artificial Intelligence in Computer Science (2025) (SCOPUS) DOI 10.31110/COLINS/2025-3/014. – P.185-199.
- Vysotska V., Smelyakov K., Sharonova N., Dolhanenko O., Lanovyy O., Repikhov V. Intelligent system for diabetes management on mobile devices / PhD Workshop on Artificial Intelligence in Computer Science (2025) (SCOPUS) DOI 10.31110/COLINS/2025-3/006. – P/70-96.
- Cherednichenko O., Sytnikov D., Romankiv N., Sharonova N., Sytnikova P. AI Agent for conversational Q&A over SaaS codebase using large language models / Computational Linguistics Workshop (2025) – Proceedings of the Intelligent Systems Workshop at 9th International Conference on Computational Linguistics and Intelligent Systems (CoLInS-2025) – Kharkiv, Ukraine, May 15-16, 2025., – P. 80-92. (SCOPUS) DOI 10.31110/COLINS/2025-2/006.
- Khairova N., Sharonova N., Babkova N., Holyk Y., Sytnikov D. The analysis of the impact of news sentiment on the dynamics of energy resource imports and exports in Ukraine during the full-scale war/ Computational Linguistics Workshop (2025) Proceedings of the Intelligent Systems Workshop at 9th International Conference on Computational Linguistics and Intelligent Systems (CoLInS-2025), – Kharkiv, Ukraine, May 15-16, 2025. – P.12-27. (SCOPUS) DOI 10.31110/COLINS/2025-2/002
- Voznytsia, A., Sharonova, N., Babenko, V., Ostapchuk, V., Neronov, S., Feoktystov, S., Chetverikov, R., Prokopenko, O., Starynskyi, I., Stoichev, M. (2025). Development of methods for intelligent assessment of parameters in decision support systems. Eastern-European Journal of Enterprise Technologies, 4 (4 (136)), 73–82.
- Sharonova N. V., Plekhova G. A., Nerono S. M., Kostikova M. V., Plekhov D. O. Method for forming data transmission routes in mobile information networks. N. V. Sharonova, G. A. Plekhova, S. M. Nerono, M. V. Kostikova, D. O. Plekhov / Bionics of Intelligence. 2025. No. 1 (102). Pp. 89–93.– DOI 10.30837/ bi.2025.1(102).12
- Sharona N. V., Plekhova G. A., Nerono S. M., Kostikova M. V., Plekhov D. O. Method for integrating heterogeneous data in a geospatial analysis system // N. V. Sharonova, G. A. Plekhova, S. M. Nerono, M. V. Kostikova, D. O. Plekhov / Bionics of Intelligence. 2025. No. 1 (102). Pp. 70–74. DOI 10.30837/ bi.2025.1(102).09.
- Sharonova N. V., Plekhova G. A., Kostikova M. V., Nerono S. M., Kashkevich S. O. Device for managing information security risks in information systems // N. V. Sharonova, G. A. Plekhova, M. V. Kostikova, S. M. Nerono, S. O. Kashkevich / Bionics of Intelligence, 2024, No. 2 (101), pp. 48–51. DOI: 10.30837/bi.2024.2(101).07.
- Cherednichenko O., Sytnikov D., Romankiv N., Sharonova N., Sytnikova P. Selection of Large Language Model for development of Interactive Chat Bot for SaaS Solutions // CEUR. 2024, Vol. 3722. P. 66-87.
- Vysotska V., Smelyakov K., Sharonova N., Derenskyi M., Pliekhova G., Repikhov V. Information System for Monitoring and Planning Maintenance of Offshore Wind Farms // CEUR Workshop Proceedings, 2024. Vol. 3668, P. 63-82.
- Khairova N., Sharonova N., Sytnikov D., Hrebeniuk M., Sytnikova P. Recommendation System Based on a Compact Hybrid User Model Using Fuzzy Logic Algorithms // CEUR Workshop Proceedings, 2024. Vol. 3668, P. 48-62.
- Vysotska V., Sharonova N., Shirokopetleva M., Dolhanenko O., Chupryna A., Smelyakov S. Research of Methods for Image Sharpness Evaluation in Photos of People // CEUR Workshop Proceedings, 2024. Vol. 3664, P. 255-272.
- Cherednichenko O., Sharonova N., Pliekhova G., Babkova N. Intelligent Methods of Secure Routing in Software-Defined Networks // CEUR Workshop Proceedings, 2024. Vol. 3664, P. 342-351.
- Karataiev, O., Sitnikov, D., Sharonova, N. A Method for Investigating Links between Discrete Data Features in Knowledge Bases in the Form of Predicate Equations (2023) CEUR Workshop Proceedings, 3387, pp. 224-235.
- Byzkrovnyi, O., Chupryna, A., Smelyakov, K., Sharonova, N., Repikhov, V. Comparison of Object Detection Algorithms for the Task of Detecting Possible Road Accident (2023) CEUR Workshop Proceedings, 3387, pp. 13-28.
- Dashenkov, D., Smelyakov, K., Sharonova, N. Dataset for NLP-enhanced image classification (2023) CEUR Workshop Proceedings, 3396, pp. 88-101.
- Sharonova, N., Kyrychenko, I., Shapovalova, D. Comparative Analysis of Instant Messaging Protocols and Technologies for Effective Communication in Computer-Mediated Environments (2023) CEUR Workshop Proceedings, 3396, pp. 102-117.
- Nina Khairova, Anastasiia Shapovalova, Orken Mamyrbayev, Nataliia Sharonova, Kuralay Mukhsina. Using BERT model to Identify Sentences Paraphrase in the News Corpus. COLINS 2022, P. 38-48.
- Sharonova N., Kyrychenko I., Gruzdo I., Tereshchenko G. Generalized semantic analysis algorithm of natural language texts for various functional style types / CEUR Workshop Proceedings. Vol. 3171. 2022. P. 16–26.
- Sharonova N., Lytvyn V., Cherednichenko O., Kupriianov Y., Kanishcheva O., Hamon T., Grabar N., Vysotska V., Kowalska-Styczen A., Jonek-Kowalska I. CEUR Workshop Proceedings. Vol. 3171, 2022.
- Shevchenko I.V. Conceptual models of decision support systems for managing multiple municipal projects / I.V. Shevchenko, D.O. Vasilyev, N.V. Rylova, N.V. Sharonova // Bulletin of Mykhailo Ostrogradskyi Kirovohrad National University. Issue 3/2021(128). – P. 57-62.
- Sharonova, N., Lytvyn, V., Cherednichenko, O., …Kowalska-Styczen, A., Jonek-Kowalska, I. CEUR Workshop Proceedings, 2021, 2870 DOC XMLSOLR JSON.
- Sharonova, N., Kyrychenko, I., Tereshchenko, G. Application of big data methods in E-learning systems//CEUR Workshop Proceedings, 2021, 2870, P. 1302–1311.




