CONCEPTUAL FRAMEWORK FOR AN ADVANCED ARABIC SPEAKING MODEL INTEGRATING NAHU WAZIFI, CEFR AND ARTIFICIAL INTELLIGENCE
KERANGKA KONSEPTUAL MODEL PERTUTURAN BAHASA ARAB LANJUTAN BERASASKAN INTEGRASI NAHU WAZIFI, CEFR DAN KECERDASAN BUATAN
DOI:
https://doi.org/10.64757/alqanatir.2026.3507/1527Keywords:
Functional Grammar, CEFR, Artificial Intelligence (AI), Arabic ConversationAbstract
The absence of an integrative framework often results in teaching that is detached from authentic communicative contexts and poses ethical dilemmas in technology usage. Therefore, the development of a conceptual framework integrating Functional Grammar (Nahu Wazifi), CEFR standards, and Artificial Intelligence (AI) is crucial in the structuring of advanced Arabic conversation modules. Accordingly, this study aimed to develop a comprehensive conceptual framework to strengthen students' communicative competence and digital literacy through a qualitative approach. It employed document analysis as a data collection method. The data were derived from the module, CEFR rubrics and task production involving 108 students. The framework development was tested across three authentic contexts: location reporting, interaction with native speakers, and public speaking. These assessments were aligned with CEFR-based hybrid rubrics (levels B2-C1) and a three-phase AI-review Standard Operating Procedure (SOP) to ensure discourse authenticity. The analysis revealed that the conceptual framework effectively maps grammar operations as a 'resource for meaning' in interactions, while the systematic AI control mechanisms were found to strengthen the framework’s structural integrity and academic integrity. Overall, the development of this holistic conceptual framework bridges the pedagogical gap between linguistic theory and technological application, offering an innovative new model for Arabic language education globally.
Ketiadaan suatu kerangka integratif yang menyeluruh sering menyebabkan pengajaran bahasa Arab terpisah daripada konteks komunikasi autentik, di samping menimbulkan pelbagai persoalan etika dalam penggunaan teknologi. Oleh itu, pembangunan suatu kerangka konseptual yang mengintegrasikan pendekatan Nahu Wazifi, piawaian Common European Framework of Reference for Languages (CEFR) dan Kecerdasan Buatan (Artificial Intelligence, AI) adalah penting dalam mereka bentuk modul pertuturan bahasa Arab lanjutan. Sehubungan itu, kajian ini bertujuan membangunkan satu kerangka konseptual yang komprehensif bagi memperkukuh kompetensi komunikasi dan literasi digital pelajar melalui pendekatan kualitatif. Kajian ini menggunakan kaedah analisis dokumen sebagai kaedah pengumpulan data. Data diperoleh daripada modul pembelajaran, rubrik CEFR serta hasil tugasan yang melibatkan 108 orang pelajar. Pembangunan kerangka ini diuji melalui tiga konteks komunikasi autentik, iaitu pemberitaan lokasi, interaksi bersama penutur jati bahasa Arab dan pengucapan awam. Kesemua konteks tersebut dinilai menggunakan rubrik hibrid berasaskan CEFR (tahap B2–C1) serta Prosedur Operasi Standard (SOP) semakan AI tiga fasa bagi memastikan keaslian dan ketulenan wacana yang dihasilkan. Analisis kajian menunjukkan bahawa kerangka konseptual yang dibangunkan berjaya memetakan fungsi tatabahasa sebagai “sumber pembinaan makna” dalam interaksi komunikasi. Pada masa yang sama, mekanisme kawalan AI yang sistematik didapati mampu memperkukuh integriti struktur kerangka serta integriti akademik dalam pelaksanaan pembelajaran. Secara keseluruhannya, pembangunan kerangka konseptual yang holistik ini mampu merapatkan jurang pedagogi antara teori linguistik dan aplikasi teknologi, sekali gus menawarkan satu model inovatif baharu bagi pendidikan bahasa Arab di peringkat global.
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References
Abdelhamid, I. Y., Mohd Yusop, J. S., Mohamad Yusof , M. A. ., Lutfi Hassan, & Ahmed Haridy, E. (2025). An Interactive CEFR-Based Approach to Learning Arabic as a Third Language at UiTM Through Augmented Reality and Multimedia. Al-Qanatir: International Journal of Islamic Studies, 34(05), 173–186. https://doi.org/10.64757/alqanatir.2025.345/1294
Abdullah, M. R., Yaakob, M. A., Zulkifli, M. F., & Sahrir, M. S. (2023). A review of studies related to Arabic language learning based on the Common European Framework of Reference for Language (CEFR). Ijaz Arabi: Journal of Arabic Learning, 6(2), 463–477. https://doi.org/10.18860/ijazarabi.v6i2.20386
Adawiyah, R. (2025). Implementing AI in Arabic language learning: Challenges and insights from Islamic higher education. Al-Ishlah: Jurnal Pendidikan, 17(3), 3729–3739.
Al-Husseini, W. M. K. (2022). The effect of teaching Arabic grammar according to functional education in the achievement of female students fourth grade literary. Thi Qar Arts Journal, 1(38), 23–54.
Al-Jurjani, ‘Abd al-Qahir. (1984). Dala’il al-i’jaz (M. M. Shakir, Penyunt.). Maktabah al-Khanji.
Alshammari, A. M. (2018). The communicative approach to teaching Arabic as a second language. Journal of Language Teaching and Research, 8(5), 1131–1138.
Anwar, R., & Mufidah, N. (2024). Penggunaan kecerdasan buatan (AI) dalam pembelajaran mahasiswa kelas peminatan penelitian bahasa Arab. ALLE: Arabic of Language and Linguistic Education, 3(1), 1–17.
Berliani, D., Azhari, I., & Taufiqurrochman, R. (2024). Exploring the potential of ChatGPT as a technology-based tool for Arabic language learning: Benefits and risks. Kitaba, 2(2), 62–69.
Boulesnam, I., & Boucetti, R. (2025). Arabic language characteristics that make its automatic processing challenging. International Arab Journal of Information Technology (IAJIT), 22(4), 814-831.
Council of Europe. (2020). Common European framework of reference for languages: Learning, teaching, assessment – Companion volume with new descriptors. Council of Europe Publishing.
Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approaches (4th ed.). SAGE Publications.
Dimyathi, M. A., & Junaedi, J. (2025). Utilizing Pragmatic Theory In Arabic Language Teaching: Enhancing Students’ Communication Skills Effectively. Jurnal Edusci, 2(5), 366–383. https://doi.org/10.62885/edusci.v2i5.756
Elhadky, I. Y. (2017). Muraaja'at kitab al-Itar al-Marji'iyy al-Urubbiyy al-Mushtarak lil lughat: Taqwim, tadris, dirasah [Review of the book Common European Framework of Reference for Languages: Learning, Teaching, Assessment]. Fatih Sultan Mehmet Waqf University. https://www.researchgate.net/publication/312121165
Ellis, R. (2015). Understanding second language acquisition (2nd ed.). Oxford University Press.
Elo, S., & Kyngäs, H. (2008). The qualitative content analysis process. Journal of Advanced Nursing, 62(1), 107–115. https://doi.org/10.1111/j.1365-2648.2007.04569.x
Godwin-Jones, R. (2022). Partnering with AI: Intelligent technologies and language learning. Language Learning & Technology, 26(2), 5–24.
Godwin-Jones, R. (2023). Emerging spaces for language learning: AI bots, ambient intelligence, and the metaverse. Language Learning & Technology, 27(2), 6–27. https://doi.org/10.64152/10125/73501
Huang, W., Hew, K. F., & Fryer, L. K. (2022). Chatbots for language learning—Are they really useful? A systematic review of chatbot-supported language learning. Journal of Computing in Higher Education, 34(1), 137–167.
Ibn Hisham al-Ansari, A. M. (1990). Mughni al-labib ‘an kutub al-a’arib (M. al-Mubarak & M. A. Hamad, Penyunt.). Dar al-Fikr.
Jabareen, Y. (2009). Building a conceptual framework: Philosophy, definitions, and procedure. International Journal of Qualitative Methods, 8(4), 49–62.
Krippendorff, K. (2018). Content analysis: An introduction to its methodology (4th ed.). SAGE Publications.
Malaysian Qualifications Agency. (2017). Malaysian qualifications framework (MQF) (2nd ed.). MQA.
Musling, M. N. (2025a). Modul Pertuturan Bahasa Arab Lanjutan [Edaran Pelajar SMBAK QB09, BAL3832]. Fakulti Pengajian Bahasa Utama, Universiti Sains Islam Malaysia.
Musling, M. N. (2025b). Dokumen Senarai Tajuk Pengucapan Awam BAL3832 A251, 2025 [Edaran Pelajar SMBAK QB09, BAL3832]. Dokumen tidak diterbitkan Fakulti Pengajian Bahasa Utama, Universiti Sains Islam Malaysia.
Musling, M. N. (2025c). Dokumen Panduan Pemilihan Tajuk Pengucapan Awam BAL3832 A251, 2025. Dokumen tidak diterbitkan, Fakulti Pengajian Bahasa Utama, Universiti Sains Islam Malaysia.
Musling, M. N. (2025d). Dokumen Deskripsi dan Rubrik Pertuturan Bahasa Arab Lanjutan, BAL3832. Dokumen tidak diterbitkan, Fakulti Pengajian Bahasa Utama, Universiti Sains Islam Malaysia.
Musling, M. N. (2025e). Templat semakan bahasa: Tugasan pertuturan bahasa Arab lanjutan. Dokumen tidak diterbitkan, Fakulti Pengajian Bahasa Utama, Universiti Sains Islam Malaysia.
Musling, M. N., Abd Ghani, M. I., Baharum, A. S., Mohamed, Y., Mat Saad, N. S., & Ibrahim, M. (2026). Pengoperasian Nahu Wazifi dalam modul pertuturan bahasa Arab lanjutan: Pemberitaan lokasi, perbualan Arab & pengucapan awam. Journal of Advanced Research in Social and Behavioural Sciences, 42(1), 291–309. https://doi.org/10.37934/arsbs.42.1.291309
Musling, M. N., Mohamed, Y., & Abd Ghani, M. I. (2025). Konteks pertuturan bahasa Arab lanjutan berasaskan Nahu Wazifi: Konsep dan aplikasi. Dalam E-Prosiding Seminar Antarabangsa Islam dan Sains 2025 (SAIS 2025) (m.s. 556–570). Persatuan Kakitangan Akademik USIM (PKAUSIM).
Nurdianto, T., Hidayat, Y., & Wulandari, V. A. (2020). CEFR-based Arabic language learning competency. Izdihar: Journal of Arabic Language Teaching, Linguistics, and Literature, 3(3), 229–248. https://doi.org/10.22219/jiz.v3i3.14123
Richards, J. C., & Rodgers, T. S. (2014). Approaches and methods in language teaching (3rd ed.). Cambridge University Press.
Ryding, K. C. (2013). Teaching and learning Arabic as a foreign language: A guide for teachers. Georgetown University Press.
Sahrir, M. S., Albantani, A. M., Arifin, F., & Fathudin. (2025). The use of generative artificial intelligence (AI) in Arabic language education: Insights and implications between Malaysia and Indonesia. International Journal of Research and Innovation in Social Science (IJRISS), 9(3), 3638–3646. https://doi.org/10.47772/IJRISS.2025.90300288
Septiani, B. V., Mangunsong, V., Putri, E. E., & Fitriani, A. (2024). Pengukuran penerimaan teknologi Microsoft Copilot pada mahasiswa menggunakan metode TAM. Prosiding Seminar Nasional Teknologi Dan Sistem Informasi, 4(1), 239–248.
Sibawayh, A. B. U. (1988). Al-Kitab (A. S. M. Harun, Penyunt.). Maktabah al-Khanji.
Sumi, A., & Tominaga, M. (2022). Different methods and approaches for teaching Arabic grammar. Dalam K. M. Wahba, Z. Taha, & M. Giolfo (Penyunt.), Teaching and learning Arabic grammar: Theory, practice, and research (m.s. 237–255). Routledge.
Zaimah, N. R., Estu, R. K. W., Hidayah, S. F., Hadi, S., & Button, A. (2024). Harnessing Gemini for Arabic mastery: Educators’ and learners’ views. Alibbaa’: Jurnal Pendidikan Bahasa Arab, 5(2), 166–188.
Zawawi Ismail, Ab Halim Tamuri, Nik Mohd Rahimi Nik Yusoff, & Mohd Ala-Uddin Othman. (2011). Teknik pengajaran kemahiran bertutur bahasa Arab di SMKA di Malaysia. GEMA Online™ Journal of Language Studies, 11(2), 67–82.
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Copyright (c) 2026 Mohd Nizwan Musling, Yuslina Mohamed, Noor Saazai Mat Saad, Muhammad Izuan Abd Gani, Azlan Shaiful Baharum, Mohd. Taqwudin Mohd. Yazid

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