Babkova Nadia

Position: Head of Department

Degree: Candidate of Technical Sciences

Title: Associate Professor

Contacts: nadiia.babkova@khpi.edu.ua

Professional and academic experience

    • 01.09.2024 – current – Head of the Department of Intelligent Computer Systems at the National Technical University “Kharkiv Polytechnic Institute.”
    • 2019 – August 31, 2024 – Associate Professor of the Department of Intelligent Computer Systems at the National Technical University “Kharkiv Polytechnic Institute.”
    • 2016-2018 – Senior Lecturer, Department of Intelligent Computer Systems, National Technical University “Kharkiv Polytechnic Institute.”
    • 2012-2015 – Assistant at the Department of Intelligent Computer Systems, National Technical University “Kharkiv Polytechnic Institute.”

Education

    • 2017 – Candidate of Technical Sciences in the specialty 05.13.06 – Information Technologies, National Technical University “Kharkiv Polytechnic Institute.”
    • 2009 – Research Engineer in Applied Mathematics, National Technical University “Kharkiv Polytechnic Institute.”

Advanced training and professional development

Teaching disciplines

    • Introduction to the specialty. Introductory internship (Bachelor level)
    • Object-oriented programming (Bachelor level)
    • Databases and knowledge bases (Bachelor level)
    • Fundamentals of software testing (Bachelor level)
    • Data representation and visualization (Bachelor level)

Scientific interests

    • Intelligent data and knowledge-based decision support systems
    • Multimodal artificial intelligence models and heterogeneous data integration
    • Methods for assessing the reliability, credibility, and safety of AI systems
    • Computational social science
    • Applied aspects of AI use in science, education, and interdisciplinary research

Professional Achievements and Membership

    • Published over 70 scientific and educational works.
    • Member of the Ukrainian Scientific and Educational IT Society (certificate No. 19-00029 FS) dated February 14, 2019.
    • Responsible executor of the research topic “Determining the reliability of public information in social media using a text analytics approach” 2023-2024 State registration number: 0123U104030, 0124U004513
    • Participant in international educational projects “Courses in Digital Ukrainian Philology” (2023, project ID 57678131), “Network for Ukrainian Studies: Courses in Digital Ukrainian Philology-2024” (2024, project ID 57723690), initiated by Friedrich Schiller University Jena (Germany) with the support and funding of the Federal Ministry of Education and Research of Germany (BMBF) and the German Academic Exchange Service (DAAD), https://www.ukr.uni-jena.de/uk/550/onlaynovi-kursi-z-cifrovoji-filologiji-vesna-2025
    • Participant in the international educational project “Digital Humanities: Ensuring  university teaching in times of crisis” (No. 15/343/2024 TFK, Ukraine program 2024, project acronym – UkrDigiHum, 1.8.2023-31.12.2025), initiated by the University of Helsinki (Finland), with the support and funding of the Finnish National Agency for Education (EDUFI), https://blogs.helsinki.fi/digihum-ua/en/

Published works

Textbooks, study guides, monographs

    • Kipenskyi A., Shamardina V., Korol Y., Babkova N. From Luigi Galvani’s experiences to intelligent electrotherapeutic systems / Review of the latest opinions and theories regarding the development of technical and agricultural sciences: collective monograph / Horbatiuk K., Babyak V. – etc. – Іnternational Science Group. – Boston: Primedia eLaunch, 2023. P. 122-144. Available at: DOI – 10.46299/ISG.2023.MONO.TECH.4.
    • Kipenskyi A., Kulichenko V., Babkova N. History and Perspectives of Electrotherapy Development / Socio-humanitarian and technicaltechnological explorations of modern science : collective monograph / Compiled by V. Shpak; Chairman of the Editorial Board S. Tabachnikov. Sherman Oaks, California : GS Publishing Services, 2023. P. 193-226. Available at: DOI : 10.51587/9798-9866-95983-2023-015. ISBN 979-8-9866959-8-3.

Papers

    • Mahdi Q. A., Voznytsia A., Shostak I., Lebedynskyi A., Ivanenko O., Feoktystova O., Fedoriienko V., Babkova N., Radchenko K., & Karpov Y. (2025). Development of a method for assessing the technical characteristics of specialized hierarchical systems using artificial intelligence. Eastern-European Journal of Enterprise Technologies, 3(3 (135), 6–12. https://doi.org/10.15587/1729-4061.2025.329094
    • Khairova N., Sharonova N.,  Babkova N., Holyk Ye., Sytnikov D. (2024). The analysis of the impact of news sentiment on the dynamics of energy resource imports and exports in Ukraine during the full-scale war. CEUR Workshop Proceedings.  Volume 3983. – pp. 12-27
    • Vysotska V., Kyrychenko I., Demchuk V., Babkova N. (2025) Competency Module of Shift-Left Architecture in Big Data. CEUR Workshop Proceedings. Volume 4015. – pp. 32-46
    • VysotskaV, Babkova N., Huliieva D, Kochuieva Z, Ugolnikova N, Kozulia M. (2025). Identifying Fake News in Political Discourse Behavior Using Machine Learning Methods. CEUR Workshop Proceedings. Volume 4015. – pp. 163-174
    • Babkova, N., Mitrofanova, A., Salionovich, L., Rubtsova, V. (2025). Development of a mechanism for identifying the manipulative potential of advertising messages in social media. Scientific Notes of Berdiansk State Pedagogical University. Philological Sciences, (23), 9-21.
    • Kanishcheva O.,  Babkova N., Huliieva D., Kochuieva Z., Ugolnikova N. (2024). Determination of auto-aggressive behavior using machine learning methods. CEUR Workshop Proceedings. Volume 3722. – pp. 147-159
    • Cherednichenko O., Sharonova N.,  Babkova N., Pliekhova G. (2024). Intelligent Methods of Secure Routing in Software-Defined Networks. CEUR Workshop Proceedings. Volume 3664. – pp. 342–351
    • Borysova N., Melnyk K., Kochuieva Z., Melnyk V., Babkova N. Gender Classification of Surnames: Ukrainian aspect. CEUR Workshop Proceedings. 2022, 3171. 354–364.