THE METAVERSE AS AN EDUCATIONAL ENVIRONMENT: FROM VIRTUAL WORLDS TO PERSONALIZED AI TUTORS

Authors

DOI:

https://doi.org/10.37472/2617-3107-2025-8-17

Keywords:

AI tutor, artificial intelligence, higher education, Metaverse

Abstract

Rapid advances in digital technology are transforming higher education. The Metaverse, combining virtual, augmented, mixed, and extended reality technologies, blockchain, digital twins, and non-fungible tokens, offers an exciting, personalised, and interactive learning experience, making it a powerful tool in modern higher education. In this paper, the authors set out to analyse scientific sources that highlight the use of the Metaverse in combination with AI technologies to improve higher education. To achieve this goal, scientific papers were selected from three international scientometric databases (Scopus, Web of Science, ERIC), a search strategy was developed based on key search queries and inclusion and exclusion criteria, and a bibliometric analysis and narrative review of the selected scientific papers was conducted. Using bibliometric analysis in VOSviewer, network visualisation was performed to analyse and display the co-occurrence of keywords in the selected scientific publications. A narrative review of the papers selected according to the established criteria was used to identify ways to combine the Metaverse with AI technologies to enhance higher education; the main directions include the creation of user-friendly and useful environments and their expansion to virtual university campu-ses, the implementation of AI capabilities for security in the Metaverse, creating personalised user experiences based on their behaviour and preferences, facilitating real-time communication, generating content for the Metaverse, combining the physical and digital worlds, and implementing AI tutoring.

Author Biographies

Viacheslav Osadchyi, Borys Grinchenko Kyiv Metropolitan University, Kyiv, Ukraine

Dr. Sc., Prof., Corresponding Member of the NAES of Ukraine, Dean, Faculty of Economics and Management, Borys Grinchenko Kyiv Metropolitan University; Leading Researcher, Department of Cloud-Oriented Systems and Artificial Intelligence in Education, Institute for Digitalisation of Education, National Academy of Educational Sciences of Ukraine, Kyiv, Ukraine

Kateryna Osadcha, Vrije Universiteit Brussel, Brussels, Belgium

Dr. Sc., Prof.
Senior Researcher, Department of Open Educational and Scientific Information Systems Institute for Digitalisation of Education, National Academy of Educational Sciences of Ukraine, Kyiv, Ukraine; Postdoctoral Fellow, Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium

Svitlana Symonenko, Dmytro Motornyi Tavria State Agrotechnological University, Zaporizhzhia, Ukraine

PhD, Assoc. Prof., Head, Department of Foreign Languages, Dmytro Motornyi Tavria State Agrotechnological University, Zaporizhzhia, Ukraine

References

Abdelmagid, A. S., Jabli, N. M., Al-Mohaya, A. Y., & Teleb, A. A. (2025). Integrating Interactive Metaverse Environments and Generative Artificial Intelligence to Promote the Green Digital Economy and e-Entrepreneurship in Higher Education. Sustainability, 17(12), 5594. https://doi.org/10.3390/su17125594

Agrati, L. S. (2023). Tutoring in the metaverse. Study on student-teachers’ and tutors’ perceptions about NPC tutor. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1202442

Ahmad, I., Sharma, S., Singh, R., Gehlot, A., Gupta, L. R., Thakur, A. K., Priyadarshi, N., & Twala, B. (2024). Inclusive learning using industry 4.0 technologies: addressing student diversity in modern education. Cogent Education, 11(1). https://doi.org/10.1080/2331186x.2024.2330235

Aloudat, M. Z., Barhamgi, M., Yaacoub, E., & Aoun, D. (2025). Security in Metaverse Markets: Challenges and Solutions – A Comprehensive Review. Expert Systems, 42(8). e70094. https://doi.org/10.1111/exsy.70094

Alvaro-Farfan, A., Sánchez-Guerrero, J., Gavilanes-Lopez, W., & Santiago-Chávez, N. (2020). Application of metaverses as an evaluation tool in the baccalaureate. In M. Auer, H. Hortsch, & P. Sethakul (Eds.), The impact of the 4th industrial revolution on engineering education (pp. 598–606). Springer. https://doi.org/10.1007/978-3-030-40271-6_59

Anwar, M. S., Yang, J., Frnda, J., Choi, A., Baghaei, N., & Ali, M. (2025). Metaverse and XR for cultural heritage education: Applications, standards, architecture, and technological insights for enhanced immersive experience. Virtual Reality, 29, 51. https://doi.org/10.1007/s10055-025-01126-z

Calderón-Fajardo, V., Puig-Cabrera, M., & Rodríguez-Rodríguez, I. (2024). Beyond the real world: Metaverse adoption patterns in tourism among Gen Z and Millennials. Current Issues in Tourism, 28(8), 1261–1281. https://doi.org/10.1080/13683500.2024.2330675

Chu, X., Wang, M., Spector, J. M., Chen, N.-S., Chai, C. S., Hwang, G.-J., & Zhai, X. (2025). Enhancing the flipped classroom model with generative AI and Metaverse technologies: insights from lag sequential and epistemic network analysis. Education Tech Research Dev, 73, 1539–1567. https://doi.org/10.1007/s11423-025-10457-2

Damar, M. (2021). Metaverse Shape of Your Life for Future: A bibliometric snapshot. Journal of Metaverse, 1(1), 1–8. https://doi.org/10.48550/arXiv.2112.12068

Díaz, J. E. M., Saldaña, C. A. D., & Ávila, C. A. R. (2020). Virtual World as a Resource for Hybrid Education. International Journal of Emerging Technologies in Learning (iJET), 15(15), 94–109. https://doi.org/10.3991/ijet.v15i15.13025

El Hajji, M., Ait Baha, T., Berka, A., Ait Nacer, H., El Aouifi, H., & Es-Saady, Y. (2025). An Architecture for Intelligent Tutoring in Virtual Reality: Integrating LLMs and Multimodal Interaction for Immersive Learning. Information, 16(7), 556. https://doi.org/10.3390/info16070556

Fadhel, M. A., Duhaim, A. M., Albahri, A. S., & Albahri, O. S. (2024). Navigating the metaverse: Unraveling the impact of artificial intelligence – A comprehensive review and gap analysis. Artificial Intelligence Review, 57, 264. https://doi.org/10.1007/s10462-024-10881-5

Gardner, S. H., Hoang, T., Na, W., Dao, N., & Cho, S. (2025). Metaverse meets distributed machine learning: A contemporary review on the development with privacy-preserving concerns. ICT Express, 11(3), 507–522. https://doi.org/10.1016/j.icte.2025.04.008

Gökçe Narin, N. (2021). A Content Analysis of the Metaverse Articles. Journal of Metaverse, 1(1), 17–24. https://dergipark.org.tr/en/pub/jmv/issue/67581/1051382

Hackl, C., Lueth, D., & Di Bartolo, T. (2022). Navigating the metaverse: A Guide to Limitless Possibilities in a Web 3.0 World. John Wiley & Sons. https://books.google.com.ua/books/about/Navigating_the_Metaverse.html?id=2ahsEAAAQBAJ&redir_esc=y

Hatami, M., Qu, Q., Chen, Y., Kholidy, H., Blasch, E., & Ardiles-Cruz, E. (2024). A Survey of the Real-Time Metaverse: Challenges and Opportunities. Future Internet, 16(10), 379. https://doi.org/10.3390/fi16100379

Hemminki-Reijonen, U., Hassan, N. M. a. M., Huotilainen, M., Koivisto, J., & Cowley, B. U. (2025). Design of generative AI-powered pedagogy for virtual reality environments in higher education. Npj Science of Learning, 10, 31 https://doi.org/10.1038/s41539-025-00326-1

IEEE Standards Association. (2024). IEEE P2048: Standard for Metaverse: Terminology, Definitions, and Taxonomy. https://standards.ieee.org/ieee/2048/11169

Islayem, R., Musamih, A., Salah, K., Jayaraman, R., & Yaqoob, I. (2025). Enhancing medical digital twins within metaverse using blockchain, NFTs and LLMs. Internet of Things, 32, 101648. https://doi.org/10.1016/j.iot.2025.101648

Koohang, A., Nord, J. H., Ooi, K.-B., Tan, G. W.-H., Al-Emran, M., Aw, E. C.-X., Baabdullah, A. M., Buhalis, D., Cham, T.-H., Dennis, C., Dutot, V., Dwivedi, Y. K., Hughes, L., Mogaji, E., Pandey, N., Phau, I., Raman, R., Sharma, A., Sigala, M., Ueno, A., & Wong, L.-W. (2023). Shaping the Metaverse into Reality: A Holistic Multidisciplinary Understanding of Opportunities, Challenges, and Avenues for Future Investigation. Journal of Computer Information Systems, 63(3), 735–765. https://doi.org/10.1080/08874417.2023.2165197

Lampropoulos, G. (2025). Combining Artificial Intelligence with Augmented Reality and Virtual Reality in Education: Current Trends and Future Perspectives. Multimodal Technologies and Interaction, 9(2), 11. https://doi.org/10.3390/mti9020011

Leenes, R. (2008). Privacy in the metaverse. In S. Fischer-Hübner, P. Duquenoy, A. Zuccato, & L. Martucci (Eds.), The future of identity in the information society: Privacy and Identity 2007 (IFIP Advances in Information and Communication Technology, Vol. 262). Springer. https://doi.org/10.1007/978-0-387-79026-8_7

Marinescu, I. A., & Iordache, D. (2023). Explorarea tehnologiilor relevante pentru simularea interacțiunii utilizatorului în spațiile virtuale Metavers. Revista Română De Informatică Și Automatică, 33(3), 129–142. https://doi.org/10.33436/v33i3y202310

Marmaridis, I., & Griffith, S. (2009). Metaverse services: Extensible learning with mediated teleporting into 3D environments. In J. Yang, A. Ginige, H. C. Mayr, & R. D. Kutsche (Eds.), Information systems: Modeling, development, and integration. UNISCON 2009 (Lecture Notes in Business Information Processing, Vol. 20). Springer. https://doi.org/10.1007/978-3-642-01112-2_24

Meta (2021). Introducing Meta: A Social Technology Company. https://about.fb.com/news/2021/10/facebook-company-is-now-meta

Molina-Barron, G. M., Alvarado-Ramirez, R. E., & Aguirre-Acosta, A. (2024). Storytelling: Digital narration enhanced by artificial intelligence in the metaverse. In Proceedings of the 2023 7th International Conference on Education and E-Learning (ICEEL '23) (pp. 33–40). Association for Computing Machinery. https://doi.org/10.1145/3637989.3638004

Nagao, K. (2023). Virtual reality campuses as new educational Metaverses. IEICE Transactions on Information and Systems, E106.D(2), 93–100. https://doi.org/10.1587/transinf.2022eti0001

Nkoro, E. C., Njoku, J. N., Nwakanma, C. I., Lee, J. M., & Kim, D.-S. (2025). MetaWatch: Trends, IEEE Internet of Things Journal, 12challenges, and future of network intrusion detection in the metaverse. (16), 32469–32492. https://doi.org/10.1109/JIOT.2025.3568477

Nolan, S. (2025). Zuckerberg bets on AI to resurrect the metaverse. XR Today. https://www.xrtoday.com/event-news/zuckerberg-bets-on-ai-to-resurrect-the-metaverse/?Metaver.se

Onu, P., Pradhan, A., & Mbohwa, C. (2024). Potential to use metaverse for future teaching and learning. Education and Information Technologies, 29, 8893–8924 https://doi.org/10.1007/s10639-023-12167-9

Osadchyi, V., & Osadchа, K. (2025). The Concept of a Metaverse-Based Tribrid Model of Learning: Examples of Successful Use in Higher Education. Educological Discourse, 48(1), 6–20. https://doi.org/10.28925/2312-5829/2025.1.1

Otoum, Y., Gottimukkala, N., Kumar, N., & Nayak, A. (2024). Machine Learning in Metaverse Security: Current Solutions and Future Challenges. ACM Computing Surveys, 56(8), 215. https://doi.org/10.1145/3654663

Park, W. H., Siddiqui, I. F., & Qureshi, N. M. F. (2022). AI-Enabled grouping Bridgehead to secure penetration topics of metaverse. Computers, Materials & Continua/Computers, Materials & Continua, 73(3), 5609–5624. https://doi.org/10.32604/cmc.2022.030235

Pyae, A., Ravyse, W., Luimula, M., Pizarro-Lucas, E., Sanchez, P. L., Dorado-Diaz, I. P., & Thaw, A. K. (2023). Exploring User Experience and Usability in a Metaverse Learning Environment for Students: A Usability Study of the Artificial Intelligence, Innovation, and Society (AIIS). Electronics, 12(20), 4283. https://doi.org/10.3390/electronics12204283

Rahman, K. R., Shi̇Tol, S. K., Islam, M. S., Iftekhar, K. T., & Saha, P. (2023). Use of metaverse technology in education domain. Journal of Metaverse, 3(1), 79–86. https://doi.org/10.57019/jmv.1223704

Roa González, J., Sánchez Sánchez, N., Seoane Pujol, I., & Díaz Palencia, J. L. (2025). Challenges and perspectives in the evolution of distance and online education towards higher technological environments. Cogent Education, 12(1), 2447168. https://doi.org/10.1080/2331186X.2024.2447168

Roach, J. (2021). Mesh for Microsoft Teams aims to make collaboration in the metaverse personal and fun. https://news.microsoft.com/source/features/innovation/mesh-for-microsoft-teams

Sakka, S., Liagkou, V., Stylios, C., & Ferreira, A. (2024). On the Privacy and Security for E-Education Metaverse. 2022 IEEE Global Engineering Education Conference (EDUCON), 1–10. https://doi.org/10.1109/educon60312.2024.10578660

Sharma, M., Sandhane, R., & Katariya, J. R. (2025). DAI-TIRS: an AI-Powered Threat Intelligence and Response System for securing the metaverse. JUCS – Journal of Universal Computer Science, 31(9), 900–927. https://doi.org/10.3897/jucs.165358

Soliman, M. M., Ahmed, E., Darwish, A., & Hassanien, A. E. (2024). Artificial intelligence powered Metaverse: analysis, challenges and future perspectives. Artificial Intelligence Review, 57, 36. https://doi.org/10.1007/s10462-023-10641-x

Sukhera, J. (2022). Narrative Reviews: Flexible, Rigorous, and Practical. Journal of Graduate Medical Education, 14(4), 414–417. https://doi.org/10.4300/JGME-D-22-00480.1

Svoboda, P., & Knihová, L. (2025). Exploring the Future of Education: Integrating metaverse and AI tools to enhance learning experiences. TEM Journal, 14(1), 631–643. https://doi.org/10.18421/tem141-56

Sysoiev, O. (2024). Artificial intelligence and educational technologies: an emotional approach to adaptive learning. Education: Modern Discourses, 7, 114–120. https://doi.org/10.37472/2617-3107-2024-7-11

Tabassum, A., Elmahjub, E., Padela, A. I., Zwitter, A., & Qadir, J. (2025). Generative AI and the Metaverse: A scoping review of ethical and legal challenges. IEEE Open Journal of the Computer Society, 6, 348–359. https://doi.org/10.1109/ojcs.2025.3536082

Terry, Q., Keeney, S., & Hilton, P. (2022). The metaverse handbook: Innovating for the internet’s next tectonic shift. Wiley. https://books.google.com.ua/books/about/The_Metaverse_Handbook.html?id=cwxsEAAAQBAJ&redir_esc=y

Uddin, M., Obaidat, M., Manickam, S., Laghari, S. U. A., Dandoush, A., Ullah, H., & Ullah, S. S. (2024). Exploring the convergence of Metaverse, Blockchain, and AI: A comprehensive survey of enabling technologies, applications, challenges, and future directions. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, 14(6). e1556. https://doi.org/10.1002/widm.1556

Ugur, S., Dincer, G. D., & Pasaoglu Bas, D. (2024). An evaluation of the managerial context for digital transformation in the context of open education in higher education. Turkish Online Journal of Distance Education, 25(3), 225–242. https://doi.org/10.17718/tojde.1417658

Villegas-Ch, W., García-Ortiz, J., & Sánchez-Viteri, S. (2024). Educational advances in the metaverse: boosting learning through virtual and augmented reality and artificial intelligence. IEEE Access, 12, 59093–59112. https://doi.org/10.1109/access.2024.3393776

Wang, J., Chen, S., Liu, Y., & Lau, R. (2023). Intelligent Metaverse scene content construction. IEEE Access, 11, 76222–76241. https://doi.org/10.1109/access.2023.3297873

Yadav, R., Nghiem, X., & Yadav, M. (2025). Adaptive AI in metaverse language education. In R. González Vallejo (Ed.), Harnessing chatbots for effective language teaching (pp. 49–74). IGI Global. https://doi.org/10.4018/979-8-3693-9974-3.ch003

Yang, Q., Zhao, Y., Huang, H., Xiong, Z., Kang, J., & Zheng, Z. (2022). Fusing blockchain and AI with metaverse: a survey. IEEE Open Journal of the Computer Society, 3, 122–136. https://doi.org/10.1109/ojcs.2022.3188249

Yun, S.-J., Kwon, J.-W., Lee, Y.-H., Kim, J.-H., & Kim, W.-T. (2024). A Learner-Centric Explainable Educational Metaverse for Cyber–Physical Systems Engineering. Electronics, 13(17), 3359. https://doi.org/10.3390/electronics13173359

Zhang, X., Chen, Y., Hu, L., & Wang, Y. (2022). The metaverse in education: Definition, framework, features, potential applications, challenges, and future research topics. Frontiers in psychology, 13, 1016300. https://doi.org/10.3389/fpsyg.2022.1016300

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Published

2025-12-29

How to Cite

Osadchyi, V., Osadcha, K., & Symonenko, S. (2025). THE METAVERSE AS AN EDUCATIONAL ENVIRONMENT: FROM VIRTUAL WORLDS TO PERSONALIZED AI TUTORS . Education: Modern Discourses, (8), 180–193. https://doi.org/10.37472/2617-3107-2025-8-17

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INNOVATIVE TRANSFORMATIONS AND EDUCATION