UPSI Digital Repository (UDRep)
|
|
|
Abstract : Universiti Pendidikan Sultan Idris |
Abstract: This article presents a comprehensive analysis of the incorporation of Artificial Intelligence (AI) in the field of language instruction and acquisition through a systematic evaluation of existing literature. The increasing prevalence of AI in diverse domains has generated significant interest in its possible utilization in the field of education. The evaluation commences by providing an overview of the methodology utilized, encompassing the search strategy, criteria for inclusion and exclusion, and the process of extracting data. An exhaustive examination of the chosen research uncovers fundamental patterns associated with the incorporation of artificial intelligence in language teaching. The aforementioned topics incorporate the advantages of artificial intelligence (AI) in language learning, including tailored learning experiences, improved language competency through AI-driven tools, heightened student motivation and involvement, immediate feedback and evaluation, and access to genuine language data and resources. Nevertheless, the review acknowledges the obstacles and constraints linked to AI in language teaching, encompassing ethical implications, apprehensions regarding job displacement, and the dependability of AI instruments. The review highlights the deficiencies in existing research and proposes avenues for future investigation, providing valuable perspectives on the possible influence of AI on language instruction and acquisition, and advising policymakers and educators on appropriate methods of integration.
Keywords: artificial intelligence, improved language competency, language instruction, language acquisition, tailored learning experiences |
References |
Akgun, S., & Greenhow, C. (2021). Artificial intelligence in education: Addressing ethical challenges in K-12 settings. AI and Ethics, 1–10. https://doi.org/10.1007/s43681-021-00096-7 Borenstein, J., & Howard, A. (2021). Emerging challenges in AI and the need for AI ethics education. AI and Ethics, 1(1), 61–65. https://doi.org/10.1007/s43681-020-00002-7 Chen, X., Xie, H., Zou, D., & Hwang, G. J. (2020). Application and theory gaps during the rise of artificial intelligence in education. Computers and Education: Artificial Intelligence, 1, 100002. De la Vall, R. R. F., & Araya, F. G. (2023). Exploring the benefits and challenges of AI- language learning tools. Int. J. Soc. Sci. Humanit. Invent, 10, 7569-7576. Fahimirad, M., & Kotamjani, S. S. (2018). A review on application of artificial intelligence in teaching and learning in educational contexts. International Journal of Learning and Development, 8(4), 106–118. https://doi.org/10.5296/ijld.v8i4.14057 Florea, A. M., & Radu, S. (2019) Artificial Intelligence and Education, 22nd International Conference on Control Systems and Computer Science (CSCS), Bucharest, Romania, 2019, pp. 381-382, doi: 10.1109/CSCS.2019.00069. Garg, T. (2020). Artificial intelligence in medical education. The American Journal of Medicine, 133(2), e68. Gašević, D., Siemens, G., & Sadiq, S. (2023). Empowering learners for the age of artificial intelligence. Computers and Education: Artificial Intelligence, 4, 100130. Hinojo-Lucena F-J, Aznar-Díaz I, Cáceres-Reche M-P, Romero-Rodríguez J-M. Artificial Intelligence in Higher Education: A Bibliometric Study on its Impact in the Scientific Literature. Education Sciences. 2019; 9(1):51. https://doi.org/10.3390/educsci9010051 Holmes, W., Porayska-Pomsta, K., Holstein, K., Sutherland, E., Baker, T., Shum, S. B., Santos, O. C., Rodrigo, M. T., Cukurova, M., Bittencourt, I. I., & Koedinger, K. R. (2021). Ethics of AI in education: Towards a community-wide framework. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-021-00239-1 Hwang, G. J., Xie, H., Wah, B. W., & Gašević, D. (2020). Vision, challenges, roles and research issues of Artificial Intelligence in Education. Computers and Education: Artificial Intelligence, 1, 100001. https://doi.org/10.1016/j.caeai.2020.100001 Kannan, J. and P. Munday (2018) New Trends in Second Language Learning and Teaching through the lens of ICT, Networked Learning, and Artificial Intelligence. In: Fernández Juncal, C. and N Kay, J., & Kummerfeld, B. (2019). From data to personal user models for life-long, life‐wide learners. British Journal of Educational Technology, 50(6), 2871–2884. https://doi.org/10.1111/bjet.12878 Kessler, G. (2018). Technology and the future of language teaching. Foreign language annals, 51(1), 205-218. Kitto, K., & Knight, S. (2019). Practical ethics for building learning analytics. British Journal of Educational Technology, 50(6), 2855–2870. https://doi.org/10.1111/bjet.12868 Kuleto, V., Ilić, M., Dumangiu, M., Ranković, M., Martins, O., Păun, D., & Mihoreanu, L. (2021). Exploring opportunities and challenges of artificial intelligence and machine learning in higher education institutions. Sustainability, 13(18), 10424. Marcus, G., & Booch, G. (2023). AGI will not happen in your lifetime. Or will it? The Road to AI We Can Trust. January 23 https://garymarcus.substack.com/p/agi-will-not-h appen-in-your-lifetime. Marcus, G., & Davis, E. (2019). Rebooting AI: Building artificial intelligence we can trust. Vintage. Miao, F., Holmes, W., Huang, R., & Zhang, H. (2021). AI and education: Guidance for policy-makers. United Nations Educational, Scientific and Cultural Organization. https://unesdoc.unesco.org/ ark:/48223/pf0000376709 Nguyen, A., Ngo, H. N., Hong, Y., Dang, B., & Nguyen, B. P. T. (2023). Ethical principles for artificial intelligence in education. Education and Information Technologies, 28(4), 4221-4241. Ocaña-Fernández, Y., Valenzuela-Fernández, L. A., & Garro-Aburto, L. L. (2019). Artificial Intelligence and Its Implications in Higher Education. Journal of Educational Psychology-Propositos y Representaciones, 7(2), 553-568. Ouyang, F., Zheng, L., & Jiao, P. (2022). Artificial intelligence in online higher education: A systematic review of empirical research from 2011 to 2020. Education and Information Technologies, 1–33. https://doi.org/10.1007/s10639-022-10925-9 Pokrivcakova, S. (2019). Preparing teachers for the application of AI-powered technologies in foreign language education. Journal of Language and Cultural Education,7(3) 135-153. https://doi.org/10.2478/jolace-2019-0025 Reiss, M. J. (2021). The use of AI in education: Practicalities and ethical considerations. London Review of Education, 19(1), 5, 1–14. https://doi.org/10.14324/LRE.19.1.05 Russel, S. J., & Norvig, P. R. (2002). Artificial Intelligence: A modern approach (2nd Ed.) Prentice Hall Upper Saddle River, NJ, USA Sacharidis, D., Mukamakuza, C. P., & Werthner, H. (2020). Fairness and diversity in social-based recommender systems. In Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization (pp. 83–88). https://doi.org/10.1145/3386392.3397603 Skinner, G., & Walmsley, T. (2019, February). Artificial intelligence and deep learning in video games a brief review. In 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS) (pp. 404–408). IEEE. https://doi.org/10.1109/CCOMS.2019.8821783 Tahiru, F. (2021). AI in education: A systematic literature review. Journal of Cases on Information Technology (JCIT), 23(1), 1-20. Taylor, J.E.T., & Taylor, G.W. (2012) Artificial cognition: How experimental psychology can help generate explainable artificial intelligence. Psychon Bull Rev 28, 454–475 Xie, H., Chu, H. C., Hwang, G. J., & Wang, C. C. (2019). Trends and development in technology enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017. Computers & Education, 140, 103599. Xu, W., & Ouyang, F. (2021). A systematic review of AI role in the educational system based on a proposed conceptual framework. Education and Information Technologies, 1–29. https://doi.org/10.1007/ s10639-021-10774-y Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education–where are the educators?. International Journal of Educational Technology in Higher Education, 16(1), 1-27. Zovko, V., & Gudlin, M. (2019, June). Artificial Intelligence as a Disruptive Technology in Education. In Conference Proceedings. The Future of Education 2019. |
This material may be protected under Copyright Act which governs the making of photocopies or reproductions of copyrighted materials. You may use the digitized material for private study, scholarship, or research. |