Formation of an open educational environment using artificial intelligence technologies: analysis and classification
DOI:
https://doi.org/10.28925/2312-5829.2024.2.1Keywords:
artificial intelligence, open educational environment, learning, active methods of teaching, teaching, personalised learning, adaptive learning, digitalisation of educationAbstract
The article explores the possibilities of using artificial intelligence technologies to create an open educational environment. Specific artificial intelligence tools and services for use in the educational process are analysed.
The authors classify artificial intelligence tools according to their functionality in key areas such as learning, teaching, assessment, and administration. The analysed tools include: Knewton, ALEKS, DreamBox, Edmodo, Grammarly, Speechify, Synthesia, ChatGPT, and others.
It is concluded that artificial intelligence technologies allow creating an open educational environment with personalised, adaptive learning, automated assessment, and effective management.
The article describes typical ways of using artificial intelligence in education for learning (assigning personalised tasks, providing interactive dialogue, analysing students’ learning activities), teaching (increasing the adaptability of teaching methods and developing the professional competence of teachers), assessment (automation of knowledge control processes, prediction of student performance, creation of assessment tools), and administration (analysis of educational data, making informed management decisions).
At the same time, it is necessary to take into account the potential risks and ethical issues with respect to the introduction of artificial intelligence into education. For further research, the authors suggest practical testing of approaches, analysis of economic aspects, and the study of the application of sectoral features of artificial intelligence.
The results of the study are valuable for determining the optimal strategies for integrating artificial intelligence into the educational environment to improve the quality of education and ensure the innovative development of the industry.
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References
UNESCO. (2019). Artificial intelligence in education: Challenges and opportunities for sustainable development. UNESCO. https://unesdoc.unesco.org/ark:/48223/pf0000366994.
Centre for the Fourth Industrial Revolution (C4IR)—World Economic Forum. (n.d.). Retrieved 7 February 2024, from https://centres.weforum.org/centre-for-the-fourth-industrial-revolution/home
Bolick, A. D., & da Silva, R. L. (2023). Exploring artificial intelligence tools and their potential impact to instructional design workflows and organizational systems. TechTrends. http://dx.doi.org/10.1007/s11528-023-00894-2.
Rizk, J. (2020). Considerations for implementing emerging technologies and innovative pedagogies in twenty-first-century classrooms. У Emerging technologies and pedagogies in the curriculum (с. 447–460). Springer Singapore. https://doi.org/10.1007/978-981-15-0618-5_26.
Wozniak, K. (2020). Personalized learning for adults: An emerging andragogy. У Emerging technologies and pedagogies in the curriculum (с. 185–198). Springer Singapore. https://doi.org/10.1007/978-981-15-0618-5_11
Open Educational Resources UNESCO. (n.d.). Retrieved 7 February 2024, from https://www.unesco.org/en/open-educational-resources.
Chiu, T. K. F., Meng, H., Chai, C.-S., King, I., Wong, S., & Yam, Y. (2021). Creation and evaluation of a pretertiary artificial intelligence (AI) curriculum. IEEE Transactions on Education, 1–10. https://doi.org/10.1109/te.2021.3085878.
Xia, Q., Chiu, T. K. F., Lee, M., Sanusi, I. T., Dai, Y., & Chai, C. S. (2022). A self-determination theory (SDT) design approach for inclusive and diverse artificial intelligence (AI) education. Computers & Education, 189, 104582. https://doi.org/10.1016/j.compedu.2022.104582.
González-Calatayud, V., Prendes-Espinosa, P., & Roig-Vila, R. (2021). Artificial intelligence for student assessment: A systematic review. Applied Sciences, 11(12), 5467. https://doi.org/10.3390/app11125467.
Luckin, R. (2017). Towards artificial intelligence-based assessment systems. Nature Human Behaviour, 1(3). https://doi.org/10.1038/s41562-016-0028.
Nosenko Y. (2020). Knewton analytical review as a platform for personalization of learning content. Information Technologies in Education, (44), 65–76. https://doi.org/10.14308/ite000727.
Kurni, M., Mohammed, M. S., & Srinivasa, K. G. (2023). AI for mobile learning. У A beginner’s guide to introduce artificial intelligence in teaching and learning (с. 83–103). Springer International Publishing. https://doi.org/10.1007/978-3-031-32653-0_5.
Krishnan, R., Jenefa, L., Kandasamy, L., Thangarasu, G., & Vel, R. (2023). Impact of AI powered resources on students performance. У 2023 second international conference on smart technologies for smart nation (smarttechcon). IEEE. https://doi.org/10.1109/smarttechcon57526.2023.10391819.
Hakkal, S., & Ait Lahcen, A. (2021). An Overview of Adaptive Learning Fee-Based Platforms. In Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning BML, Volume 1, 222–226, 2021, Kenitra, Morocco [in English]. https://doi.org/10.5220/0010731400003101.
Krasheninnik, I. V., & Osadchyi, V. V. (2020). Capabilities of the Smart Sparrow platform for creating adaptive learning materials. Adaptive technologies for learning management ATL-2020: materials of the sixth international conference, 23–25 September 2020., 11–13.
Harati, H., Sujo-Montes, L., Tu, C.-H., Armfield, S., & Yen, C.-J. (2021). Assessment and learning in knowledge spaces (ALEKS) adaptive system impact on students’ perception and self-regulated learning skills. Education Sciences, 11(10), 603. https://doi.org/10.3390/educsci11100603
Fitria, T. N. (2023). Utilizing brainly as a social question-and-answer (q&a) service in english learning materials: Benefits and limitations. Journal of English Language and Culture, 14(1). https://doi.org/10.30813/jelc.v14i1.4163.
Ciesla, R. (2024). Chatbots as villains: The antisocial uses of AI. У The book of chatbots (с. 127–150). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-51004-5_7.
Mohammad, T., Alzubi, A. A. F., Nazim, M., & Khan, S. I. (2023). EFL paraphrasing skills with QuillBot: Unveiling students enthusiasm and insights. Journal of Pedagogical Research. https://doi.org/10.33902/jpr.202324645
McMahon, D., Hirschfelder, K., Sheridan-Stiefel, K., Henninger, E., & Buchanan, H. (2021). Technology tools for postsecondary education success. TEACHING Exceptional Children, 53(5), 387–389. https://doi.org/10.1177/0040059920985360.
Simamora, B., & Tenrisanna, R. (2023). Technology in training delivery of education management: AI in ELT approach. International Journal of Current Science Research and Review, 06(08). https://doi.org/10.47191/ijcsrr/v6-i8-64.
Tsay, J., Mummert, T. W., Bobroff, N., Braz, A., Westerink, P. H., Hirzel, M., & Heights, Y. (2018). Runway : Machine learning model experiment management tool. https://www.researchgate.net/publication/324415101_Runway_machine_learning_model_experiment_management_tool.
Lopez Kasper, V. I., & Eulerich, M. (2023). Generative artificial intelligence. Zeitschrift Interne Revision, (5). https://doi.org/10.37307/j.1868-7814.2023.05.06.
Ruiz-Rojas, L. I., Acosta-Vargas, P., De-Moreta-Llovet, J., & Gonzalez-Rodriguez, M. (2023). Empowering education with generative artificial intelligence tools: Approach with an instructional design matrix. Sustainability, 15(15), 11524. https://doi.org/10.3390/su151511524.
Xiao-Devins M., Horiuchi M. Visla’s Chief AI Architect explains the journey behind the creation of one of our most impressive AI features - the AI video generator. Visla AI Video Generator: Streamlining Video Creation for All. Visla Blog. Visla’s Chief AI Architect explains the journey behind the creation of one of our most impressive AI features - the AI video generator. https://visla.us/blog/guides/visla-ai-video-generator-streamlining-video-creation-for-all/.
Drozdova, V. V., Rudnitska, . K. V., & Roskvas, I. A. . (2023). Innovative Technologies for Teaching Foreign Languages in the Context of the Growing Influence of Artificial Intelligence Technologies on Educational Processes. Academic visions, (26). DOI: http://dx.doi.org/10.5281/zenodo.10257489. URL: https://elar.khmnu.edu.ua/items/7c0d7a88-f61b-4685-bab2-fccb4fcbdde6
Adeshola, I., & Adepoju, A. P. (2023). The opportunities and challenges of ChatGPT in education. Interactive Learning Environments, 1–14. https://dx.doi.org/10.1080/10494820.2023.2253858.
Hamzah, Y., Nawir, M., & Quraish, H. (2023). The effect of slidesgo-assisted quantum teaching model on student activity, motivation and learning outcomes. Jurnal pendidikan dan pengajaran guru sekolah dasar (jppguseda), 6(2), 156–161. https://doi.org/10.55215/jppguseda.v6i2.7736.
Pham, Q. N., & Li, M. (2022a). Digital multimodal composing using visme: EFL students’ perspectives. The Asia-Pacific Education Researcher. https://doi.org/10.1007/s40299-022-00687-w.
Bangun, E. (2022). A development of communicative language teaching using edmodo for fostering students’ skills and motivation. E-Structural (English Studies on Translation …, 5(01). https://doi.org/10.33633/es.v5i01.6255.
Jordán, J., & Julián, V. (2021). Teaching game theory and rationality to artificial intelligence master’s students. У 15th international technology, education and development conference. IATED. https://doi.org/10.21125/inted.2021.0792.
Bailey, D., & Lee, A. R. (2020). An Exploratory Study of Grammarly in the Language Learning Context: An Analysis of Test-Based, Textbook-Based and Facebook Corpora. TESOL International Journal, 15(2), 4–27. https://eric.ed.gov/?id=EJ1268470.
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