Benefits and Challenges in Implementing Artificial Intelligence in Education (AIED) in ESL Classroom: A Systematic Review (2019-2022)

Ali, Z. (2020). Artificial Intelligence (AI): A Review of its Uses in Language Teaching and Learning. IOP Conference Series: Materials Science and Engineering. https://doi.org/10.1088/1757-899X/769/1/012043.
AlGhamdi, A. (2022). Artificial Intelligence in Education as a Mean to Achieve Sustainable Development in Accordance with the Pillars of the Kingdom’s Vision 2030—A Systematic Review. International Journal of Higher Education.
https://doi.org/10.5430/ijhe.v11n4p80.
Bhatt, P., & Muduli, A. (2022). Artificial Intelligence in learning and development: a systematic literature review. European Journal of Training and Development.
https://doi.org/10.1108/ejtd-09-2021-0143.
Brummelen, J., & Lin, P. (2020). Engaging Teachers to Co-Design Integrated AI Curriculum for K-12 Classrooms. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3411764.3445377.
Chrysafiadi, K., & Virvou, M. (2021). Evaluating the learning outcomes of a fuzzy-based Intelligent Tutoring System. 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI). https://doi.org/10.1109/ICTAI52525.2021.00221.
Chiu, T. (2021). A Holistic Approach to the Design of Artificial Intelligence (AI) Education for K-12 Schools. TechTrends, 65, 796 - 807. https://doi.org/10.1007/s11528-021-00637-1.
Dai, L., & Zheng, X. (2019). Research on the Reform and Practice of Teaching Mode in Colleges and Universities under the Background of Artificial Intelligence–A Case Study of Statistical Curriculum. DEStech Transactions on Social Science, Education and Human Science. https://doi.org/10.12783/DTSSEHS/ICESD2019/29860.
Elnaggar, O., & Arelhi, R. (2021). Quantification of Knowledge Exchange Within Classrooms: An AI-based Approach. The European Conference on Education 2021: Official Conference Proceedings. https://doi.org/10.22492/issn.2188-1162.2021.17.
Haristiani, N. (2019). Artificial Intelligence (AI) Chatbot as Language Learning Medium: An inquiry. Journal of Physics: Conference Series. https://doi.org/10.1088/1742- 6596/1387/1/012020.
Hurt, J., Runyon, M., Hammond, T., & Linsey, J. (2020). A Study on the Impact of a Statics Sketch-Based Tutoring System Through a Truss Design Problem. 2020 IEEE Frontiers in Education Conference (FIE). https://doi.org/10.1109/FIE44824.2020.9274208.
Hinojo-Lucena, F.-J., Aznar-Díaz, I., Cáceres-Reche, M.-P., & Romero-Rodríguez, J.-M. (2019). Artificial Intelligence in higher education: A bibliometric study on its impact in
the scientific literature. Education Sciences, 9(1), 51.
https://doi.org/10.3390/educsci9010051.
Ji, H., Han, I., & Ko, Y. (2022). A systematic review of conversational AI in language education: focusing on the collaboration with human teachers. Journal of Research on Technology in Education, 55, 48 – 63 https://doi.org/10.1080/15391523.2022.2142873.
Kashive, N., Powale, L., & Kashive, K. (2020). Understanding user perception toward Artificial Intelligence (AI) enabled e-learning. The International Journal of Information and Learning Technology. https://doi.org/10.1108/ijilt-05-2020-0090.
Kim, J., Merrill, K., Xu, K., & Sellnow, D. (2020). My Teacher Is a Machine: Understanding Students’ Perceptions of AI Teaching Assistants in Online Education. International Journal nof Human–Computer Interaction. https://doi.org/10.1080/10447318.2020.1801227.
Lee, L., Dabirian, A., McCarthy, I., & Kietzmann, J. (2020). Making sense of text: artificial intelligence-enabled content analysis. European Journal of Marketing, 54, 615-644. https://doi.org/10.1108/ejm-02-2019-0219.
Mageira, K., Pittou, D., Papasalouros, A., Kotis, K., Zangogianni, P., & Daradoumis, A. (2022). Educational AI Chatbots for Content and Language Integrated Learning. Applied Sciences. https://doi.org/10.3390/app12073239.
Meskó, B. (2019). The Real Era of the Art of Medicine Begins with Artificial Intelligence.
Journal of Medical Internet Research. https://doi.org/10.2196/16295.
Nazari, N., Shabbir, M., & Setiawan, R. (2021). Application of Artificial Intelligence powered digital writing assistant in higher education: randomized controlled trial. Heliyon, 7. https://doi.org/10.1016/j.heliyon.2021.e07014.
Ng, Davy. T. K., Leung, J. K. L., Su, J., Ng, R. C. W., & Chu, S. K. W. (2023). Teachers’ AI
digital competencies and twenty-first century skills in the post-pandemic world. Educational Technology Research and Development, 71(1), 137–161. https://doi.org/10.1007/s11423-023-10203-6
Pan, X. (2022). Design of the intelligent online learning platform. 2022 14th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA). https://doi.org/10.1109/icmtma54903.2022.00239.
Pantelimon, F., Bologa, R., Toma, A., & Posedaru, B. (2021). The Evolution of AI-Driven Educational Systems during the COVID-19 Pandemic. Sustainability. https://doi.org/10.3390/su132313501.
Pazilah, F., Hashim, H., & Yunus, M. (2019). Using Technology in ESL Classroom: Highlights and Challenges. Creative Education. https://doi.org/10.4236/ce.2019.1012244.
Pikhart, M. (2020). Intelligent information processing for language education: The use of artificial intelligence in language learning apps. Procedia Computer Science, 176, 1412 - 1419. https://doi.org/10.1016/j.procs.2020.09.151.
Reiss, M. (2021). The use of AI in education: Practicalities and ethical considerations. London Review of Education. https://doi.org/10.14324/LRE.19.1.05.
Vittorini, P., Menini, S., & Tonelli, S. (2020). An AI-Based System for Formative and Summative Assessment in Data Science Courses. International Journal of Artificial Intelligence in Education, 31, 159 - 185. https://doi.org/10.1007/s40593-020-00230-2.
Putri, S., Amri, S., & Ahmad, A. (2020). THE STUDENTS’ DIFFICULTIES FACTORS IN
SPEAKING. J-Shelves of Indragiri (JSI). https://doi.org/10.32520/jsi.v1i2.1059.
John, P., & Woll, N. (2020). Using Grammar Checkers in an ESL Context: An Investigation of Automatic Corrective Feedback. the CALICO Journal. https://doi.org/10.1558/cj.36523.
Sariani, S., Khairat, M., & Yaningsih. (2021). An Optimization of Language Learning in Writing Through E-Learning: Encountering Covid-19 Pandemic. . https://doi.org/10.26858/IJOLE.V5I1.15375.
Siswa, T. (2020). The Effectiveness of Artificial Intelligence on Education: Learning During the Pandemic and in the Future. International Journal of Engineering and Computer Science. https://doi.org/10.31295/IJECS.V3N1.195.
Shekhar, G., D'souza, R., & Fernandes, K. (2020). AI-Driven Contextual Virtual Teaching Assistant Using RASA. Proceedings of the 21st Annual Conference on Information Technology Education. https://doi.org/10.1145/3368308.3415442.
Suta, P., Lan, X., Wu, B., Mongkolnam, P., & Chan, J. (2020). An Overview of Machine Learning in Chatbots. . https://doi.org/10.18178/ijmerr.9.4.502-510.
Syzdykbayeva, A., Baikulova, A., & Kerimbayeva, R. (2021). Introduction of Artificial Intelligence as the Basis of Modern Online Education on the Example of Higher
Education. 2021 IEEE International Conference on Smart Information Systems and Technologies (SIST). https://doi.org/10.1109/SIST50301.2021.9465974.
Wen, J. (2021). Innovative Application of Artificial Intelligence Technology in College Physical Education. Journal of Physics: Conference Series. https://doi.org/10.1088/1742-6596/1881/4/042028.
Winata, G., Madotto, A., Wu, C., & Fung, P. (2019). Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. . https://doi.org/10.18653/v1/K19-1026.
Wong, K., Gallant, F., & Szumacher, E. (2020). Perceptions of Canadian radiation oncologists, radiation physicists, radiation therapists and radiation trainees about the impact of Artificial Intelligence in radiation oncology - national survey. Journal of medical imaging and radiation sciences. https://doi.org/10.1016/j.jmir.2020.11.013.
Yanhua, Z. (2020). The Application of Artificial Intelligence in Foreign Language Teaching. 2020 International Conference on Artificial Intelligence and Education (ICAIE). https://doi.org/10.1109/icaie50891.2020.00017.
Zawacki-Richter, O., Marín, V.I., Bond, M., Gouverneur, F., 2019. Systematic review of research on arti?cial intelligence applications in higher education – where are the educators? Int. J. Educat. Technol. Higher Educat. 16 (1).

Reference for The Selected Articles
Abalkheel, A. (2021). AMALGAMATING BLOOM’S TAXONOMY AND ARTIFICIAL INTELLIGENCE TO FACE THE CHALLENGES OF ONLINE EFL LEARNING AMID
POST-COVID-19 IN SAUDI ARABIA. International Journal of English Language and Literature Studies, 11(1), 16–30. https://doi.org/10.18488/5019.v11i1.4409
Almutairi, A., Gegov, A., Adda, M., & Arabikhan, F. (2020). Conceptual Artificial Intelligence framework to Improving English as Second Language. Advances in Engineering Education, 17, 87–91. https://doi.org/10.37394/232010.2020.17.11
An, X., Chai, C. S., Li, Y., Zhou, Y., Shen, X., Zheng, C., & Chen, M. (2023). Modeling English teachers’ behavioral intention to use Artificial Intelligence in middle schools. Education and Information Technologies, 28(5), 5187–5208. https://doi.org/10.1007/s10639-022- 11286-z
Delgado, H. O. K., de Azevedo Fay, A., Sebastiany, M. J., & Silva, A. D. C. (2020). Artificial Intelligence adaptive learning tools: the teaching of English in focus. Brazilian English Language Teaching Journal, 11(2). https://doi.org/10.15448/2178-3640.2020.2.38749
Gayed, J. M., Carlon, M. K. J., Oriola, A. M., & Cross, J. S. (2022). Exploring an AI-based writing Assistant’s impact on English language learners. Computers and Education: Artificial Intelligence, 3. https://doi.org/10.1016/j.caeai.2022.100055
Hsiao, M., & Hung, M. (2022). Construction of an Artificial Intelligence Writing Model for English Based on Fusion Neural Network Model. Computational Intelligence and Neuroscience, 2022. https://doi.org/10.1155/2022/1779131
Jia, F., Sun, D., Ma, Q., & Looi, C. K. (2022). Developing an AI-Based Learning System for L2 Learners’ Authentic and Ubiquitous Learning in English Language. Sustainability (Switzerland), 14(23). https://doi.org/10.3390/su142315527
Lee, D., Kim, H. hyeon, & Sung, S. H. (2023). Development research on an AI English learning support system to facilitate learner-generated-context-based learning. Educational Technology Research and Development, 71(2), 629–666. https://doi.org/10.1007/s11423-022-10172-2
Liu, J., Liu, X., & Yang, C. (2022). A study of college students’ perceptions of utilizing automatic speech recognition technology to assist English oral proficiency. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1049139
Liu, S. (2022). Construction and Computation of the College English Teaching Path in the Artificial Intelligence Teaching Environment. Computational Intelligence and Neuroscience, 2022. https://doi.org/10.1155/2022/3415999
Meng-yue, C., Dan, L., & Jun, W. (2020). A Study of College English Culture Intelligence- Aided Teaching System and Teaching Pattern. English Language Teaching, 13(3), 77. https://doi.org/10.5539/elt.v13n3p77
Nazari, N., Shabbir, M. S., & Setiawan, R. (2021). Application of Artificial Intelligence powered digital writing assistant in higher education: randomized controlled trial. Heliyon, 7(5). https://doi.org/10.1016/j.heliyon.2021.e07014
Peña-Acuña, B., & Crismán-Pérez, R. (2022). Research on Papua, a digital tool with Artificial Intelligence in favor of learning and linguistic attitudes towards the learning of the English language in students of Spanish language as L1. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1019278
Peng, C. (2022). An Application of English Reading Mobile Teaching Model Based on K – Means Algorithm. Mobile Information Systems, 2022.
https://doi.org/10.1155/2022/3153845
Putra, J. W. G., Teufel, S., & Tokunaga, T. (2023). Improving logical flow in English-as-a- foreign-language learner essays by reordering sentences. Artificial Intelligence, 320. https://doi.org/10.1016/j.artint.2023.103935
Sanosi, A. B. (2022). THE IMPACT OF AUTOMATED WRITTEN CORRECTIVE FEEDBACK ON EFL LEARNERS’ ACADEMIC WRITING ACCURACY. Journal of
Teaching English for Specific and Academic Purposes, 10(2),301–317. https://doi.org/10.22190/JTESAP2202301S
Toar, D., Sumakul, Y. G., Hamied, A., & Sukyadi, D. (n.d.). LEARN Journal: Language Education and Acquisition Research Network Artificial Intelligence in EFL Classrooms: Friend or Foe? https://so04.tci-thaijo.org/index.php/LEARN/index
Wang, Y., Luo, X., Liu, C. C., Tu, Y. F., & Wang, N. (2022). An Integrated Automatic Writing Evaluation and SVVR Approach to Improve Students’ EFL Writing Performance. Sustainability (Switzerland), 14(18). https://doi.org/10.3390/su141811586
Xu, B., & Margevi?a-Grinberga, I. (2021). A discourse on innovation of english teaching in China from the perspective of Artificial Intelligence. Cypriot Journal of Educational Sciences, 16(5), 2313–2323. https://doi.org/10.18844/cjes.v16i5.6347
Zhai, C., & Wibowo, S. (2023). A systematic review on Artificial Intelligence dialogue systems for enhancing English as foreign language students’ interactional competence in the university. Computers and Education: Artificial Intelligence, 4. https://doi.org/10.1016/j.caeai.2023.100134
Zhang, Z. (2022). The Cultivation of Cross-Cultural Communicative Competence in English Teaching under the Background of Artificial Intelligence and Big Data. Wireless Communications and Mobile Computing, 2022. https://doi.org/10.1155/2022/9566066

(Sharifuddin & Hashim, 2024)
Sharifuddin, N. S., & Hashim, H. (2024). Benefits and Challenges in Implementing Artificial Intelligence in Education (AIED) in ESL Classroom: A Systematic Review (2019-2022). International Journal of Academic Research in Business and Social Sciences, 14(1), 146–164.

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