The Foundations of AI-Driven Arabic Learning Materials: Toward an Integrative Conceptual Framework

  • Imam Haromaen Universitas Islam Negeri Mataram
  • Vina Ri’ayatillah Universitas Islam Negeri Mataram
  • Adi Fadli Universitas Islam Negeri Mataram
  • Dewi Qotrun Nada Najwa Universitas Islam Negeri Mataram
Abstract views: 20 , pdf downloads: 8
Keywords: Artificial Intelligence, Arabic Learning Materials, Educational Foundations, Integrative Framework, Personalized Learning

Abstract

Artificial Intelligence (AI) has created new opportunities for developing Arabic learning materials that are more adaptive, personalized, and interactive. However, existing studies have primarily focused on technological applications, with limited attention to the theoretical foundations that should guide the development of AI-driven Arabic learning materials. This study aims to analyze the theoretical foundations underlying the development of Arabic learning materials in the era of artificial intelligence. Using a qualitative library research design, data were collected from scholarly books, journal articles, conference proceedings, and other relevant academic publications. The data were analyzed through content analysis, thematic analysis, and conceptual synthesis. The findings indicate that the development of AI-driven Arabic learning materials should be grounded in five interconnected foundations: philosophical, pedagogical, linguistic, psychological, and sociocultural. These foundations provide a comprehensive framework for integrating AI into Arabic language education while ensuring adaptability, personalization, interactivity, and cultural authenticity. This study contributes an integrative conceptual perspective that positions AI as an educational enabler rather than merely a technological tool.

Downloads

Download data is not yet available.

References

Abdelhalim, Safaa M., Asma A. Alsahil, and Zainab A. Alsuhaibani. “Artificial Intelligence Tools and Literary Translation: A Comparative Investigation of ChatGPT and Google Translate from Novice and Advanced EFL Student Translators’ Perspectives.” Cogent Arts & Humanities 12, no. 1 (2025). https://doi.org/10.1080/23311983.2025.2508031.

Achruh, Achruh, Muhammad Rapi, Muhammad Rusdi, and Ridwan Idris. “Challenges and Opportunities of Artificial Intelligence Adoption in Islamic Education in Indonesian Higher Education Institutions.” International Journal of Learning, Teaching and Educational Research 23, no. 11 (2024): 423–43. https://doi.org/10.26803/ijlter.23.11.22.

Adawiyah, Rabiatul. “Implementing AI in Arabic Language Learning: Challenges and Insights from Islamic Higher Education.” AL-Ishlah: Jurnal Pendidikan 17, no. 3 (2025): 3729–39. https://doi.org/10.35445/alishlah.v17i3.7390.

Aflisia, Noza, Hendrianto, and Kasmantoni. “Teaching Balaghah for the Purpose of Appreciation of Al-Quran Language.” Lughawiyyat: Jurnal Pendidikan Bahasa dan Sastra Arab 4, no. 2 (2022): 156–72. https://doi.org/10.38073/lughawiyyat.v4i2.537.

Akmaliyah, Akmaliyah, Yasir Hudzaifah, Nisrina Ulfah, and Muhammad Ibnu Pamungkas. “Child-Friendly Teaching Approach for Arabic Language in Indonesian Islamic Boarding School.” International Journal of Language Education 5, no. 1 (2021): 501–14. https://doi.org/10.26858/ijole.v5i1.15297.

Al-Yahya, Maha. “A Comparative Study of Machine Learning Methods for Genre Identification of Classical Arabic Text.” Computers, Materials & Continua 60, no. 2 (2019): 421–33. https://doi.org/10.32604/cmc.2019.06209.

Albantani, Azkia Muharom, Ahmad Madkur, and Abd. Rozak. “Student Self Regulated Learning Strategy in Online Arabic Learning.” Ijaz Arabi Journal of Arabic Learning 5, no. 1 (2022). https://doi.org/10.18860/ijazarabi.v5i1.13582.

Alfiana, Muhammad, Bayu Rima Aditya, Elis Hernawati, Pikir Wisnu Wijayanto, and Tedi Gunawan. “Usability Testing of the Canva Application as a Student Collaboration Design Media.” In 2023 8th International Conference on Information Technology and Digital Applications (ICITDA), 1–5. IEEE, 2023. https://doi.org/10.1109/ICITDA60835.2023.10427037.

Alkaabi, Mozah H., and Asma Saeed Almaamari. “Generative AI Implementation and Assessment in Arabic Language Teaching.” International Journal of Online Pedagogy and Course Design 15, no. 1 (2025): 1–18. https://doi.org/10.4018/IJOPCD.368037.

Allaithy, Ahmed, and Mai Zaki. “Evaluation of AI-Generated Reading Comprehension Materials for Arabic Language Teaching.” Computer Assisted Language Learning (2025): 1–33. https://doi.org/10.1080/09588221.2025.2474037.

Alsalim, Khalid. “Cross-Linguistic Perspectives on the Definite Article: Cognitive, Semantic, and Pragmatic Functions in English, French, and Arabic.” Forum for Linguistic Studies 7, no. 10 (2025). https://doi.org/10.30564/fls.v7i10.10562.

Al-Zubeiry, Hameed Yahya Ahmed, and Mohammed Ahmed Mohammed Alzahrani. “Variation in Dispreferred Responses among Rural and Urban Saudi Arabic Speakers: A Socio-Pragmatic Analysis.” Journal of Ethnic and Cultural Studies 11, no. 1 (2024): 229–48. https://doi.org/10.29333/ejecs/1986.

Anggeraini, Yentri. “Language Teaching in the Digital Age: Teachers’ Views and Its Challenges.” Research and Innovation in Language Learning 3, no. 3 (2020): 163–74. https://doi.org/10.33603/rill.v3i3.3444.

Annafiri, Ahmad Zaki, Andi Suseno, Ilmah Fitrotul Azizah, Ahmad Mizaj El Kafoor, and Firda Saphira Azzahro. “Cultural Analysis of the Arabic Language Textbooks of Muhammadiyah Elementary School.” Alibbaa’: Jurnal Pendidikan Bahasa Arab 5, no. 1 (2024): 98–119. https://doi.org/10.19105/ajpba.v5i1.10989.

Assarroudi, Abdolghader, Fatemeh Heshmati Nabavi, Mohammad Reza Armat, Abbas Ebadi, and Mojtaba Vaismoradi. “Directed Qualitative Content Analysis: The Description and Elaboration of Its Underpinning Methods and Data Analysis Process.” Journal of Research in Nursing 23, no. 1 (2018): 42–55. https://doi.org/10.1177/1744987117741667.

Ayyad, Essam. “Re-Evaluating Early Memorization of the Qurʾān in Medieval Muslim Cultures.” Religions 13, no. 2 (2022): 179. https://doi.org/10.3390/rel13020179.

Baskara, Risang, and Mukarto Mukarto. “Exploring the Implications of ChatGPT for Language Learning in Higher Education.” IJELTAL (Indonesian Journal of English Language Teaching and Applied Linguistics) 7, no. 2 (2023): 343–58. https://doi.org/10.21093/ijeltal.v7i2.1387.

Bogach, Natalia, Elena Boitsova, Sergey Chernonog, Anton Lamtev, Maria Lesnichaya, Iurii Lezhenin, Andrey Novopashenny, et al. “Speech Processing for Language Learning: A Practical Approach to Computer-Assisted Pronunciation Teaching.” Electronics 10, no. 3 (2021): 235. https://doi.org/10.3390/electronics10030235.

Gazali, A., Nihayatur Rahmah, Roychan Yasin, Muhammad Ridwan, and Alya Raihana Sari. “Arabic for Specific Purposes in Islamic Higher Education: Systemic Learning Challenges among Non-Pesantren Students.” Alibbaa’: Jurnal Pendidikan Bahasa Arab 7, no. 1 (2026): 370–91. https://doi.org/10.19105/ajpba.v7i1.23592.

George, Mary W. The Elements of Library Research. Princeton, NJ: Princeton University Press, 2008. https://doi.org/10.1515/9781400830411.

Hamsira M. Harad, and Benjier H. Arriola. “Implementation of Arabic Language and Islamic Values Education (ALIVE).” The American Journal of Humanities and Social Sciences Research 5, no. 3 (2022): 47–57.

Hasanah, Mamluatul, Ahmad Mubaligh, Risna Rianti Sari, Alfiatus Syarofah, and Agung Prasetyo. “Arabic Performance Curriculum Development: Reconstruction Based on ACTFL and Douglas Brown Perspective.” Ijaz Arabi Journal of Arabic Learning 4, no. 3 (2021). https://doi.org/10.18860/ijazarabi.v4i3.11900.

Holandyah, Muhamad, Dian Erlina, Lenny Marzulina, and Fitria Rembulan Ramadhani. “Grammar Instruction in Communicative Language Teaching Classrooms: Student Teachers’ Perceptions.” Edukasi: Jurnal Pendidikan dan Pengajaran 8, no. 1 (2021): 66–77. https://doi.org/10.19109/ejpp.v8i1.8510.

Kundu, Arnab, and Tripti Bej. “AI in School EFL Learning: A Systematic Review of Impact Pathways for Engagement, Achievement, and Satisfaction.” Journal of Language and Education 11, no. 4 (2025): 131–48. https://doi.org/10.17323/jle.2025.22083.

Liu, Zhaoyang, Wenlan Zhang, and Panpan Yang. “Can AI Chatbots Effectively Improve EFL Learners’ Learning Effects?—A Meta-Analysis of Empirical Research from 2022–2024.” Computer Assisted Language Learning (2025): 1–27. https://doi.org/10.1080/09588221.2025.2456512.

Loewen, Shawn, Dustin Crowther, Daniel R. Isbell, Kathy Minhye Kim, Jeffrey Maloney, Zachary F. Miller, and Hima Rawal. “Mobile-Assisted Language Learning: A Duolingo Case Study.” ReCALL 31, no. 3 (2019): 293–311. https://doi.org/10.1017/S0958344019000065.

Lu, Dunming (Jason), and Yutian Zeng. “Exploring the Use of ChatGPT-Generated Model Texts as a Feedback Instrument: EFL Students’ Text Quality and Perceptions.” Innovation in Language Learning and Teaching (2025): 1–21. https://doi.org/10.1080/17501229.2025.2525341.

Luo, Zhanni. “Gamification for Educational Purposes: What Are the Factors Contributing to Varied Effectiveness?” Education and Information Technologies 27, no. 1 (2022): 891–915. https://doi.org/10.1007/s10639-021-10642-9.

Mahmudah, Menik, Nurhanifansyah Nurhanifansyah, and Syarif Muhammad Syaheed bin Khalid. “Psycholinguistic Approaches to Enhancing Arabic Speaking Proficiency through Comic Strips.” Arabiyatuna: Jurnal Bahasa Arab 8, no. 2 (2024): 805–26. https://doi.org/10.29240/jba.v8i2.11349.

Mazzolini, Alexander P. Lessons Learned and Unlearned: A Lifelong Journey with “Active Learning” as a Constant Companion. Cham: Springer, 2024. https://doi.org/10.1007/978-3-031-48667-8_1.

Muassomah, Muassomah, and Irwan Abdullah. “Learning with Technology: New Experiences for Indonesian Children During COVID-19.” In Advances in Social Science, Education and Humanities Research, 2021. https://doi.org/10.2991/assehr.k.210421.120.

Muchsinul Khuluq, Moh., Moh. Ainin, Abdul Wahab Rosyidi, and Nurul Imamah. “The Development of Reading Skill Teaching Materials Based on Prezi Artificial Intelligence.” Arabiyatuna: Jurnal Bahasa Arab 9, no. 1 (2025): 327–46.

Nasaruddin. “Using ChatGPT in Teaching Arabic as a Foreign Language.” Arabiyatuna: Jurnal Bahasa Arab 8, no. 1 (2024): 1–18. https://doi.org/10.29240/jba.v8i1.9413.

Nur’aini, Rara, and Mohamad Zaka Al Farisi. “The Observation of Arabic Language Differentiation in the 2013 Curriculum and the ‘Merdeka’ Curriculum.” Abjadia: International Journal of Education 8, no. 1 (2023): 62–78. https://doi.org/10.18860/abj.v8i1.22359.

Paradis, Johanne, Adriana Soto-Corominas, Xi Chen, and Alexandra Gottardo. “How Language Environment, Age, and Cognitive Capacity Support the Bilingual Development of Syrian Refugee Children Recently Arrived in Canada.” Applied Psycholinguistics 41, no. 6 (2020): 1255–81. https://doi.org/10.1017/S014271642000017X.

Perkins, Kyle, and Lawrence Jun Zhang. “The Effect of First Language Transfer on Second Language Acquisition and Learning: From Contrastive Analysis to Contemporary Neuroimaging.” RELC Journal 55, no. 1 (2024): 162–78. https://doi.org/10.1177/00336882221081894.

Rahman, Abdur, Antony Raj, Prajeesh Tomy, and Mohamed Sahul Hameed. “A Comprehensive Bibliometric and Content Analysis of Artificial Intelligence in Language Learning: Tracing between the Years 2017 and 2023.” Artificial Intelligence Review 57, no. 4 (2024): 107. https://doi.org/10.1007/s10462-023-10643-9.

Rahman, Rifqi Aulia, and Indah Kumalasari. “The Dynamics of Arabic Language Curriculum at Arabic Education Department of UIN Sunan Kalijaga Yogyakarta.” LISANIA: Journal of Arabic Education and Literature 4, no. 2 (2020): 140–62. https://doi.org/10.18326/lisania.v4i2.140-162.

Ritonga, Mahyudin, Hendro Widodo, Munirah Munirah, and Talqis Nurdianto. “Arabic Language Learning Reconstruction as a Response to Strengthen Al-Islam Studies at Higher Education.” International Journal of Evaluation and Research in Education (IJERE) 10, no. 1 (2021): 355–63. https://doi.org/10.11591/ijere.v10i1.20747.

Sarwadi. “Artificial Intelligence Integration in Second Language Pronunciation Training.” Pioneer: Journal of Language and Literature 17, no. 1 (2025): 80–92. https://doi.org/10.36841/pioneer.v17i1.6329.

Silvia, Neng, Asep Ahmad Saepudin, Nuril Mufidah, and Abdul Malik Karim Amrullah. “Manajemen Perencanaan dan Pengorganisasian Pembelajaran Bahasa Arab.” Alibbaa’: Jurnal Pendidikan Bahasa Arab 4, no. 1 (2023): 108–23. https://doi.org/10.19105/ajpba.v4i1.7497.

Song, Chuanxiang, Seong-Yoon Shin, and Kwang-Seong Shin. “Optimizing Foreign Language Learning in Virtual Reality: A Comprehensive Theoretical Framework Based on Constructivism and Cognitive Load Theory (VR-CCL).” Applied Sciences 13, no. 23 (2023): 12557. https://doi.org/10.3390/app132312557.

Ulhaq, Nadia, and Lahmuddin Lubis. “Penyusunan Materi Ajar dalam Rangka Meningkatkan Keterampilan Berbicara Bahasa Arab pada Siswa.” Journal of Education Research 4, no. 3 (2023): 1202–11. https://doi.org/10.37985/jer.v4i3.361.

Vo, Thi Kim Anh, and Huong Nguyen. “Generative Artificial Intelligence and ChatGPT in Language Learning: EFL Students’ Perceptions of Technology Acceptance.” Journal of University Teaching and Learning Practice 21, no. 6 (2024). https://doi.org/10.53761/fr1rkj58.

Wang, Xinghua, Qian Liu, Hui Pang, Seng Chee Tan, Jun Lei, Matthew P. Wallace, and Linlin Li. “What Matters in AI-Supported Learning: A Study of Human-AI Interactions in Language Learning Using Cluster Analysis and Epistemic Network Analysis.” Computers & Education 194 (2023): 104703. https://doi.org/10.1016/j.compedu.2022.104703.

Xiao, Ting, Sisi Yi, and Shamim Akhter. “AI-Supported Online Language Learning: Learners’ Self-Esteem, Cognitive-Emotion Regulation, Academic Enjoyment, and Language Success.” The International Review of Research in Open and Distributed Learning 25, no. 3 (2024): 77–96. https://doi.org/10.19173/irrodl.v25i3.7666.

Zaimah, Nely Rahmawati, Risti Kamila Wening Estu, Syarifatul Fitri Hidayah, Syamsul Hadi, and Aiden Button. “Harnessing Gemini for Arabic Mastery: Educators’ and Learners’ Views.” Alibbaa’: Jurnal Pendidikan Bahasa Arab 5, no. 2 (2024): 166–88. https://doi.org/10.19105/ajpba.v5i2.14808.

Published
2026-05-31
How to Cite
Imam Haromaen, Vina Ri’ayatillah, Adi Fadli, & Dewi Qotrun Nada Najwa. (2026). The Foundations of AI-Driven Arabic Learning Materials: Toward an Integrative Conceptual Framework. Alibbaa’: Jurnal Pendidikan Bahasa Arab, 226-252. https://doi.org/10.19105/ajpba.vi.24477