USING ARTIFICIAL INTELLIGENCE-BASED CHATBOTS FOR INTERACTIVE UKRAINIAN LANGUAGE LEARNING
Creators
-
1.
Dragomanov Ukrainian State University
- 2. Communal Institution of Higher Education «Dnipro Academy of Continuing Education» of Dnipropetrovsk Regional Council
- 3. Кам'янець-Подільський національний університет імені Івана Огієнка
-
4.
National Technical University "Kharkiv Polytechnic Institute"
-
5.
Borys Grinchenko Kyiv Metropolitan University
Description
The use of chatbots based on artificial intelligence (AI) for teaching the Ukrainian language was considered
highly relevant in the context of the digitalization of education and the increasing demand to make students’
speech development more effective. Interactive tools were found to engage students more actively in the
learning process, addressing the limitations of traditional methods that often failed to accommodate
individual learners’ needs.
The aim of the study was to evaluate the impact of AI-based chatbots on the development of speech
competencies among secondary school students. The methodology included a questionnaire survey of
students, a pedagogical experiment involving chatbot-assisted learning, comparative analysis of learning
outcomes between the control group (CG) and the experimental group (EG), and systematic observation of
speaking activity.
The study confirmed that the use of chatbots significantly improved students’ speaking skills, increased their
motivation, and enhanced lesson interactivity. Specifically, the EG students demonstrated a 27%
improvement in productive speech performance and a 35% increase in the number of speech acts. In
comparison, the CG showed only a 12% increase in productivity and a 9% rise in speech acts, which was
notably lower than the EG results.
The conclusions highlighted that the integration of chatbots contributed to the development of sustainable
communicative skills and supported students’ motivation to learn. Teachers acknowledged the pedagogical
potential of such tools but also emphasized the need for additional training and improved technical
infrastructure.
The academic novelty of the research lay in the development of an interactive methodology for teaching
Ukrainian, which effectively combined traditional practices with innovative approaches such as
personalization and gamification. The practical value consisted in the applicability of the results for
improving Ukrainian language instruction, guiding the integration of AI tools into curricula, and enhancing
teacher qualifications.
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Additional details
Dates
- Available
-
2025-06-30
References
- [1]. C. Silvestri, J. Roshal, M. Shah, W. Widmann, C. Townsend, R. Brian, J. LHuillier, S. Navarro, S. Lund, and T. Sathe, "Evaluation of a Novel Large Language Model (LLM) Powered Chatbot for Oral-Boards Scenarios", Global Surgical Education - Journal of the Association for Surgical Education, 2024. https://doi.org/10.1101/2024.05.31.24308044 [2]. R. Sudharshan, A. Shen, S. Gupta, and S. Zhang-Nunes, "Assessing the Utility of ChatGPT in Simplifying Text Complexity of Patient Educational Materials", Cureus, Vol. 16, No. 3, 2024. https://doi.org/10.7759/cureus.55304 [3]. W. Tao, J. Yang, and X. Qu, "Utilization of, Perceptions on, and Intention to Use AI Chatbots Among Medical Students in China: National Cross-Sectional Study", JMIR Medical Education, Vol. 10, No. 8, 2024. https://doi.org/10.2196/57132 Journal of Theoretical and Applied Information Technology 30th June 2025. Vol.103. No.12 © Little Lion Scientific ISSN: 1992-8645 www.jatit.org E-ISSN: 1817-3195 5130 [4]. W. Tian, J. Ge, Y. Zhao, and X. Zheng, "AI Chatbots in Chinese higher education: adoption, perception, and influence among graduate students – an integrated analysis utilizing UTAUT and ECM models", Frontiers in Psychology, Vol. 15, 2024. https://doi.org/10.3389/fpsyg.2024.1268549 [5]. P. Vanichvasin, "Chatbot Development as a Digital Learning Tool to Increase Students' Research Knowledge", International Education Studies, Vol. 14, No. 2, 2021. https://doi.org/10.5539/IES.V14N2P44 [6]. C. Yuan, C. Li, and C. Peng, "Development of mobile interactive courses based on an artificial intelligence chatbot on the communication software LINE", Interactive Learning Environments, Vol. 31, No. 6, 2021. https://doi.org/10.1080/10494820.2021.19372 30 [7]. S. Rekik, M. Elamine, and L. Belguith, "A Medical Chatbot for Tunisian Dialect using a Rule-Based and Machine Learning Approach", 2023. Available in: https://ieeexplore.ieee.org/document/1047924 9/authors#authors (15. 02. 2025). [8]. A. Rese, L. Ganster, and B. Daniel, "Chatbots in retailers' customer communication: How to measure their acceptance?", Journal of Retailing and Consumer Services, Vol. 56, No. 4, 2020. https://doi.org/10.1016/j.jretconser.2020.1021 76 [9]. T. Arif, U. Munaf, and I. Ul-Haque, "The future of medical education and research: Is ChatGPT a blessing or blight in disguise?", Medical Education Online, Vol. 28, No. 1, 2023. https://doi.org/10.1080/10872981.2023.21810 52 [10]. S. Morreel, V. Verhoeven, and D. Mathysen, "Microsoft Bing outperforms five other generative artificial intelligence chatbots in the Antwerp University multiple choice medical license exam", PLOS Digital Health, Vol.3, No.2, 2023. https://doi.org/10.1371/journal.pdig.0000349 [11]. A. Parekh, J. McCahon, A. Nghe, D. Pedowitz, J. Daniel, and S. Parekh, "Foot and Ankle Patient Education Materials and Artificial Intelligence Chatbots: A Comparative Analysis", Foot & Ankle Specialist, 2024. https://doi.org/10.1177/19386400241235834 [12]. R. Pillai, and B. Sivathanu, "Adoption of AIbased chatbots for hospitality and tourism", International Journal of Contemporary Hospitality Management, Vol. 32, No. 10, 2020. https://doi.org/10.1108/ijchm-04-2020- 0259 [13]. H. Qiao, and A. Zhao, "Artificial intelligencebased language learning: illuminating the impact on speaking skills and self-regulation in Chinese EFL context", Frontiers in Psychology, Vol. 14, 2023. https://doi.org/10.3389/fpsyg.2023.1255594 [14]. L. Quintans-Júnior, R. Gurgel, A. Araújo, D. Correia, and P. Martins-Filho, "ChatGPT: the new panacea of the academic world", Revista da Sociedade Brasileira de Medicina Tropical, Vol. 56, 2023. https://doi.org/10.1590/0037- 8682-0060-2023 [15]. A. Raiche, L. Dauphinais, M. Duval, G. Luca, D. Rivest-Hénault, T. Vaughan, C. Proulx, and J. Guay, "Factors influencing acceptance and trust of chatbots in juvenile offenders' risk assessment training", Frontiers in Psychology, Vol. 14, 2023. https://doi.org/10.3389/fpsyg.2023.1184016 [16]. S. Rodriguez, and C. Mune, "Uncoding library chatbots: deploying a new virtual reference tool at the San Jose State University library", Reference Services Review, Vol.50, No. 3-4, 2022, pp. 392-405. https://doi.org/10.1108/rsr05-2022-0020 [17]. G. Hwang, and C. Chang, "A review of opportunities and challenges of chatbots in education", Interactive Learning Environments, Vol. 31, No. 7, 2021. https://doi.org/10.1080/10494820.2021.19526 15 [18]. T. Hirosawa, Y. Harada, K. Mizuta, T. Sakamoto, K. Tokumasu, and T. Shimizu, (2024). "Diagnostic performance of generative artificial intelligences for a series of complex case reports", Digital Health, Vol. 1, 2024. https://doi.org/10.1177/20552076241265215 [19]. J. Homolak, "Opportunities and risks of ChatGPT in medicine, science, and academic publishing: a modern Promethean dilemma", Croatian Medical Journal, Vol. 64, No.1, 2023. https://doi.org/10.3325/cmj.2023.64.1 [20]. T. Hügle, "The wide range of opportunities for large language models such as ChatGPT in rheumatology", RMD Open, Vol. 9, No. 2, 2023. https://doi.org/10.1136/rmdopen-2023- 003105 [21]. M. Koivisto, "Tutoring Postgraduate Students with an AI-Based Chatbot", International Journal of Advanced Corporate Learning (iJAC), Vol.16, No. 1, 2023. https://doi.org/10.3991/ijac.v16i1.35437 Journal of Theoretical and Applied Information Technology 30th June 2025. Vol.103. No.12 © Little Lion Scientific ISSN: 1992-8645 www.jatit.org E-ISSN: 1817-3195 5131 [22]. L. Li, W. Peng, and M. Rheu, "Factors Predicting Intentions of Adoption and Continued Use of Artificial Intelligence Chatbots for Mental Health: Examining the Role of UTAUT Model, Stigma, Privacy Concerns, and Artificial Intelligence Hesitancy", Telemedicine and e-Health, Vol.30, No.3, 2023. https://doi.org/10.1089/tmj.2023.0313 [23]. N. Madani, A. Bagalkotkar, S. Anand, G. Arnson, R. Srihari, and J. Kenneth, "A Recipe For Building a Compliant Real Estate Chatbot", 2024. Available in: https://arxiv.org/pdf/2410.10860 (13.02.2025). https://doi.org/10.33271/nvngu/2022-4/170. [24]. T. Menkhoff, and Y. Teo, "Engaging Undergraduate Students in an Introductory A.I. Course through a Knowledge-Based Chatbot Workshop", ICISDM '22: Proceedings of the 6th International Conference on Information System and Data Mining, 2022, pp. 119-125. https://doi.org/10.1145/3546157.3546175 [25]. D. Misra, and K. Chandwar, "ChatGPT, artificial intelligence and scientific writing: What authors, peer reviewers and editors should know", The Journal of the Royal College of Physicians of Edinburgh, Vol. 53, No. 2, 2023. https://doi.org/10.1177/14782715231181023 [26]. M. Ali, and A. Djalilian."Readership Awareness Series – Paper 4: Chatbots and ChatGPT - Ethical Considerations in Scientific Publications", Seminars in Ophthalmology, Vol. 38, No. 5, 2023. https://doi.org/10.1080/08820538.2023.21934 44 [27]. F. Baglivo, L. Angelis, V. Casigliani, G. Arzilli, G. Privitera, and C. Rizzo, "Exploring the Possible Use of AI Chatbots in Public Health Education: Feasibility Study", JMIR Medical Education, Vol. 9, 2023. https://doi.org/10.2196/51421 [28]. M. H. Cheah, Y. Gan, F. Altice, J. Wickersham, R. Shrestha, N. Salleh, K. Azwa, V. Balakrishnan, and K. Zhao, "Testing the Feasibility and Acceptability of Using an Artificial Intelligence Chatbot to Promote HIV Testing and Pre-Exposure Prophylaxis in Malaysia: Mixed Methods Study", JMIR Hum Factors, Vol. 11, 2024. https://doi.org/10.2196/52055 [29]. Y. Feng, and X. Wang, "A comparative study on the development of Chinese and English abilities of Chinese primary school students through two bilingual reading modes: humanAI robot interaction and paper books", Frontiers in Psychology, Vol. 14, 2023. https://doi.org/10.3389/fpsyg.2023.1200675 [30]. M. Zhylin, P. Sikorskyi, E. Balla, V. Barchan, and O. Kuzma, "The Impact of Students' Social Identity on Psycho-Social Adaptation during the Period of a Difficult Educational Transition", Journal of Intellectual Disability - Diagnosis and Treatment, Vol. 10, 2022, pp. 293-302. https://doi.org/10.6000/2292- 2598.2022.10.06.3 [31]. Y. Ishchenko, A. Rusnak, V. Artemov, P. Syniavskyi, and I. Soroka, "Psychological and Pedagogical Aspects of Adaptation of Students Who Received Temporary Shelter to the Educational Environment of Another Country", Journal of Higher Education Theory and Practice, Vol. 24, No. 1, 2024. https://doi.org/10.33423/jhetp.v24i1.6766 [32]. N. Zayed, O. Edeh, S. Darwish, K. Islam, H. Kryshtal, V. Nitsenko, and O. Stanislavyk, "Human Resource Skill Adjustment in Service Sector: Predicting Dynamic Capability in Post COVID-19 Work Environment", Journal of Risk and Financial Management (JRFM), Vol. 15, No. 9, 2022. https://doi.org/10.3390/jrfm15090402 [33]. T. Hubanova, R. Shchokin, O. Hubanov, V. Antonov, P. Slobodianiuk, and S. Podolyaka, "Information technologies in improving crime prevention mechanisms in the border regions of southern Ukraine Journal of Information Technology", Social & Legal Studios, Vol. 6, No. 4, 2021, pp. 97-104. https://doi.org/10.22059/JITM.2021.80738