Artificial Intelligence in Arabic Language Learning: A Systematic Literature Review of Educational Trends and Future Directions

Authors

  • Muhammad Ainul Yaqin KH Achmad Muzakki Syah Islamic University of Jember
  • Hadjira Adlani Department of Arabic, University of Macara
  • Ridwan Universitas Islam Negeri Maulana Malik Ibrahim image/svg+xml
  • M Isroul Laili Alyasini Islamic Institute, Pasuruan

DOI:

https://doi.org/10.31000/vpmkc594

Keywords:

Artificial Intelligence; Arabic Language Learning; Personalized Education; Educational Technology; Linguistic Competency.

Abstract

Traditional pedagogical methods in Arabic language instruction often suffer from a lack of interactivity and rigidity, failing to adapt to the individual linguistic needs of non-native speakers.

This study aims to synthesize existing research on AI-driven pedagogical strategies to evaluate how these technologies enhance personalization, interactive engagement, and overall language acquisition effectiveness

This review employs a systematic literature search across databases including Scopus, Google Scholar, and DOAJ, covering scholarly publications from 2016 to 2025 to identify and synthesize peer-reviewed interventions. The analysis framework utilizes AlAfnan’s Taxonomy of Educational Objectives to categorize AI impacts across cognitive, affective, and psychomotor domains.

The synthesis reveals that AI integration significantly improves learner motivation and language proficiency through adaptive feedback and personalized learning platforms. Furthermore, these technologies facilitate the development of core linguistic competencies, including grammar acquisition and speaking practice, while simultaneously fostering character traits such as discipline and responsibility through technology-mediated interactions. Despite these advancements, the findings also underscore a critical reliance on human instructors for navigating the nuanced cultural-contextual complexities inherent in the Arabic language.

The study underscores that while AI-driven tools provide essential support for morphological and semantic challenges, successful implementation requires a balanced integration of automated systems and human pedagogical guidance

Keywords: Artificial Intelligence; Arabic Language Learning; Personalized Education; Educational Technology; Linguistic Competency.

References

Acar, E., Deiri, Y., & Yigit, F. (2025). A focused review of artificial intelligence in education: Evolution and challenges. Journal of Interdisciplinary Research in Artificial Intelligence and Society, 1(1), 3. https://doi.org/10.20897/jirais/17640

Alhamam, A. A. (2025). Investigating the Role of AI Tool Interactions in Enhancing English Language Acquisition Among Saudi College Students. Arab World English Journal, 16(3), 426–440. https://doi.org/10.24093/awej/vol16no3.26

Alshahrani, A. (2023). The impact of ChatGPT on blended learning: Current trends and future research directions. International Journal of Data and Network Science, 7(4), 2029–2040. https://doi.org/10.5267/j.ijdns.2023.6.010

Amin, M. Y. M. (2023). AI and Chat GPT in Language Teaching: Enhancing EFL Classroom Support and Transforming Assessment Techniques. International Journal of Higher Education Pedagogies, 4(4), 1–15. https://doi.org/10.33422/ijhep.v4i4.554

Asfar, H., Husna, I., Yasmadi, Y., Khairi, A., Suryani, K., Ikhlas, A., & Madona, A. S. (2024). Innovative Arabic Language Learning: Redefining Language Archetypes Using Artificial Intelligence. Al-Ta Rib Jurnal Ilmiah Program Studi Pendidikan Bahasa Arab IAIN Palangka Raya, 12(2), 293–308. https://doi.org/10.23971/altarib.v12i2.8323

Azwir, A., Zulkhairi, Z., Zulhelmi, Z., Yasir, M., & Rahmi, M. (2024). Using Artificial Intelligence in Arabic Learning: Opportunities and Challenges. EL-MAQALAH Journal of Arabic Language Teaching and Linguistics, 5(2), 1–15. https://doi.org/10.22373/maqalah.v5i2.6219

Badri, W., & Susyla, D. (2025). MTs Negeri 2 Kota Bengkulu Universitas Muhammadiyah Bengkulu Universitas Muhammadiyah Bengkulu. 05(01), 51–60.

Betal, A. K. (2023). Enhancing Second Language Acquisition through Artificial Intelligence (AI): Current Insights and Future Directions. Journal for Research Scholars and Professionals of English Language Teaching, 7(39). https://doi.org/10.54850/jrspelt.7.39.003

Cong, W., Pek, L., Yuchen, Z., Latif, I. N. A., Bo, Z., & Ming, L. (2026). Integrating Generative AI in Language Education: A Systematic Review of Pedagogical, Ethical, and Technological Themes. International Journal of Learning, Teaching and Educational Research, 25(2), 577–595. https://doi.org/10.26803/ijlter.25.2.26

Duaa Hussein Sahi, A. A. F. (2025). Dibon Journal of Business. Dibon Journal of Business, 1(1), 32–47. https://www.dibonjournals.com/index.php/djb/article/view/22%0Ahttps://dibonjournals.com/index.php/djb

Eden, C. A., Chisom, O. N., & Adeniyi, I. S. (2024). Integrating AI in education: Opportunities, challenges, and ethical considerations. Magna Scientia Advanced Research and Reviews, 10(2), 6–13. https://doi.org/10.30574/msarr.2024.10.2.0039

Essam, M., Deif, M. A., & Elgohary, R. (2024). Deciphering Arabic question: a dedicated survey on Arabic question analysis methods, challenges, limitations and future pathways. Artificial Intelligence Review, 57(9). https://doi.org/10.1007/s10462-024-10880-6

Fahmi, M., & Syifaul Adhimah. (2024). Peran Artificial Intelligence dalam Pembelajaran Bahasa Arab: Peluang dan Tantangan. Journal of Practice Learning and Educational Development, 4(4), 330–336. https://doi.org/10.58737/jpled.v4i4.320

Fibriasari, H., Soraya, T. R., Maulana, B., & Hutahaean, H. D. (2025). Artificial Intelligence Technology as a Communication Aid for Persons with Disabilities in Understanding Foreign Language Learning. TEM Journal, 2082–2089. https://doi.org/10.18421/tem143-15

Fitri, A. T. (2025). Tinjauan Literatur: Integrasi Kecerdasan Buatan (AI) Dalam Pembelajaran Bahasa Arab. Jurnal Ilmiah Pendidikan Scholastic, 9(1), 16–26. https://doi.org/10.36057/jips.v9i1.718

Fountoulakis, M. St. (2024). Evaluating the Impact of AI Tools on Language Proficiency and Intercultural Communication in Second Language Education. International Journal of Second and Foreign Language Education, 3(1), 12–26. https://doi.org/10.33422/ijsfle.v3i1.768

Fredrick, D. R., & Craven, L. (2025). Lexical diversity, syntactic complexity, and readability: a corpus-based analysis of ChatGPT and L2 student essays. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1616935

Gustilo, L., Ong, E., & Lapinid, M. R. (2024). Algorithmically-driven writing and academic integrity: exploring educators’ practices, perceptions, and policies in AI era. International Journal for Educational Integrity, 20(1). https://doi.org/10.1007/s40979-024-00153-8

Han, J., & Lee, D. (2024). Research on the development of principles for designing elementary English speaking lessons using artificial intelligence chatbots. Humanities and Social Sciences Communications, 11(1). https://doi.org/10.1057/s41599-024-02646-w

Hasanah, S. U., & Rufaiqoh, E. (2025). Pemanfaatan YouTube sebagai Media Pembelajaran Bahasa Arab di Era Digital : Studi Kasus di PP . Al-Qodiri Putri Jember. Lisan An Nathiq: Jurnal Bahasa Dan Pendidikan Bahasa Arab, 7(1), 301–312. https://ejournal.kopertais4.or.id/tapalkuda/index.php/LAN/article/view/6753%0Ahttps://ejournal.kopertais4.or.id/tapalkuda/index.php/LAN/article/download/6753/4036

Hess, D. (2021). Exploring Instructional Design in Arabic Education. Issues and Trends in Learning Technologies, 9(2). https://doi.org/10.2458/itlt.2391

Ifenthaler, D., Majumdar, R., Gorissen, P., Judge, M., Mishra, S., Raffaghelli, J. E., & Shimada, A. (2024). Artificial Intelligence in Education: Implications for Policymakers, Researchers, and Practitioners. Technology Knowledge and Learning. https://doi.org/10.1007/s10758-024-09747-0

K. M. A. Ahamed ZUBAIR. (2026). Artificial Intelligence in Arabic Language Education : Applications , Perceptions , and Pedagogical Integration. 4(11), 1977–1985.

Karakaya, K., Alpat, M. F., Uçar, H., Karakaya, Ö., & Bozkurt, A. (2025). Preparing teachers for the algorithmic educational landscape: A critical mapping of generative AI integration in language teacher education. Technology in Language Teaching & Learning, 7(2), 102841. https://doi.org/10.29140/tltl.v7n2.102841

Kartal, G., & Yeşilyurt, Y. E. (2024). A bibliometric analysis of artificial intelligence in L2 teaching and applied linguistics between 1995 and 2022. ReCALL, 36(3), 359–375. https://doi.org/10.1017/s0958344024000077

Koç, F., & Savaş, P. (2024). The use of artificially intelligent chatbots in English language learning: A systematic meta-synthesis study of articles published between 2010 and 2024. ReCALL, 1–18. https://doi.org/10.1017/s0958344024000168

Madjid, A. (2022). Towards a New Era of Language Learning: Predicting Trends and Challenges of Ai Integration in the Future. Transformational Language Literature and Technology Overview in Learning (Transtool), 2(1), 1–9. https://doi.org/10.55047/transtool.v2i1.1369

Madwi, F. H. M. (2025). Integrating Artificial Intelligence in Arabic Language Education: Challenges and Opportunities. Dzil Majaz: Journal of Arabic Literature, 3(1), 45–55. https://doi.org/10.58223/dzilmajaz.v3i1.371

Mohebbi, A. (2025). Enabling learner independence and self-regulation in language education using AI tools: a systematic review. Cogent Education, 12(1). https://doi.org/10.1080/2331186X.2024.2433814

Mohideen, H. (2024). Exploring the Opportunities of Implementing Artificial Intelligence (AI) Technology for Teaching Arabic to Non-Native Speakers: A Theoretical Approach. JOURNAL OF DIGITAL LEARNING AND DISTANCE EDUCATION, 2(10), 760–767. https://doi.org/10.56778/jdlde.v2i9.225

Mukhamediev, R. I., Popova, Y., Kuchin, Y., Zaitseva, E., Kalimoldayev, A., Symagulov, A., Levashenko, V., Abdoldina, F., Gopejenko, V., Yakunin, K., Muhamedijeva, E., & Yelis, M. (2022). Review of Artificial Intelligence and Machine Learning Technologies: Classification, Restrictions, Opportunities and Challenges. Mathematics, 10(15), 1–25. https://doi.org/10.3390/math10152552

Nugraha, A., & Syafe’i, I. (2025). Curriculum Foundations for Arabic Language Education in the AI Era: Holistic, Juridical, and Technological Perspectives. In Journal of Arabic Language Learning and Teaching (JALLT) (Vol. 3, Number 2, pp. 151–160). IAIN Palangka Raya. https://doi.org/10.23971/jallt.v3i2.395

Oktari, S. J., Harahap, D. H., & Hasaniyah, N. (2025). Artificial Intelligence and the Transformation of Arabic Meaning: Challenges and Opportunities. Abjadia : International Journal of Education, 10(1), 58–71. https://doi.org/10.18860/abj.v10i1.30650

Pradana Wisesa, & Oka Prawira Wijanarko. (2025). The Influence of Artificial Intelligence on Language Learning and Translation Practices. The Global Language and Literature Review, 1(1), 23–31. https://doi.org/10.70062/gllr.v1i1.44

Praveena, T. L., & Anupama, K. (2025). Machine Learning Meets Language Learning: The Transformative Potential of Artificial Intelligence in English Language Instruction. Journal Human Research in Rehabilitation, 15(1), 133–144. https://doi.org/10.21554/hrr.042511

Rufaiqoh, E., Sutiah, S., Ulum, S., Yaqin, M. ‘Ainul, Nuruddin, A., & Aloraini, M. A. M. (2024). An Analysis of Arabic Language Curriculum Development in Indonesia. Jurnal Al-Maqayis, 11(1), 1–16. https://doi.org/10.18592/jams.v11i1.9843

Rusmiyanto, R., Huriati, N., Fitriani, N., Tyas, N. K., Rofi’i, A., & Sari, M. N. (2023). The Role Of Artificial Intelligence (AI) In Developing English Language Learner’s Communication Skills. Journal on Education, 6(1), 750–757. https://doi.org/10.31004/joe.v6i1.2990

Sumiarni, N., Saefuloh, H., & Pratama, M. I. S. (2026). Transforming Arabic Language Learning With Artificial Intelligence: Teacher Perspectives And Student Experiences. Ijaz Arabi Journal of Arabic Learning, 9(1). https://doi.org/10.18860/ijazarabi.v9i1.35113

Tiwari, H. P. (2024). Artificial Intelligence in the Classroom: Revolutionizing English Language Teaching. Journal of English Teaching and Linguistics Studies (JET Li), 6(1), 42–59. https://doi.org/10.55215/jetli.v6i1.9757

Ulfa, K. (2023). the Transformative Power of Artificial Intelligence (Ai) To Elevate English Language Learning. Majalah Ilmiah METHODA, 13(3), 307–313. https://doi.org/10.46880/methoda.vol13no3.pp307-313

Wiboolyasarin, W., Wiboolyasarin, K., Tiranant, P., Boonyakitanont, P., & Jinowat, N. (2024). Designing chatbots in language classrooms: an empirical investigation from user learning experience. Smart Learning Environments, 11(1). https://doi.org/10.1186/s40561-024-00319-4

Xia, J., Ge, Y., Shen, Z., & Najar, M. R. (2024). The Auxiliary Role of Artificial Intelligence Applications in Mitigating the Linguistic, Psychological, and Educational Challenges of Teaching and Learning Chinese Language by non-Chinese Students. The International Review of Research in Open and Distributed Learning, 25(3), 116–133. https://doi.org/10.19173/irrodl.v25i3.7680

Xiao, F., Zhao, P., Sha, H., Dandan, Y., & Warschauer, M. (2023). Conversational agents in language learning. Journal of China Computer-Assisted Language Learning, 4(2), 300–325. https://doi.org/10.1515/jccall-2022-0032

Xu, W., & Ping, W. (2025). Editorial: Foreign language teaching and learning in Chinese higher education: emerging challenges. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1668049

Yang, H., & Kyun, S. (2022). The current research trend of artificial intelligence in language learning: A systematic empirical literature review from an activity theory perspective. Australasian Journal of Educational Technology, 180–210. https://doi.org/10.14742/ajet.7492

Ye, J., Wang, S., Zou, D., Yan, Y., Wang, K., Zheng, H.-T., Xu, Z., King, I., Yu, P. S., & Wen, Q. (2025). Position: LLMs Can be Good Tutors in Foreign Language Education. ArXiv (Cornell University). https://doi.org/10.48550/arxiv.2502.05467

Yolla Yulia Astuti Y, Farida, D. D. P. (2021). Online learning in educational research. Online Learning in Educational Research, 1(1), 25–36.

Zhou, Q., Hashim, H., & Sulaiman, N. A. (2025). Integrating AI chatbots in informal digital English learning: impacts on listening competencies in Chinese higher education. Education and Information Technologies, 30(18), 27031–27059. https://doi.org/10.1007/s10639-025-13811-2

Downloads

Published

16-11-2025

How to Cite

Artificial Intelligence in Arabic Language Learning: A Systematic Literature Review of Educational Trends and Future Directions. (2025). Al-Muyassar: Journal of Arabic Education, 4(2). https://doi.org/10.31000/vpmkc594

Similar Articles

1-10 of 57

You may also start an advanced similarity search for this article.