Optimization of Receptive and Expressive Arabic Language Skills Through Deep Learning-Based Learning Methods
DOI:
https://doi.org/10.35719/arkhas.v5i2.2369Keywords:
Arabic language learning, Deep Learning, Receptive and expressive skillsAbstract
In its development, the implementation of learning has now reached the concept of deep learning. Deep learning can be defined as an approach that emphasizes creating a learning environment and learning process that is conscious, meaningful, and enjoyable, through the mind, heart, and senses, body, in a holistic and integrated manner. Deep learning is expected to enhance the learning process, particularly in the development of language skills, both receptive and expressive. This study aims to investigate the integration of deep learning in the development of receptive and expressive language skills. This study employs a qualitative approach with a literature review, as the data obtained are descriptive and expressed in words. The results of this study indicate that various learning methods, such as Project-Based Learning, Inquiry-Based Learning, Collaborative Learning, and Problem-Based Learning, are highly relevant because they not only support the achievement of academic competencies but also encourage emotional and social engagement among learners. Each method offers stages or syntax that can be adapted to the language skills that must be developed. Thus, integrating deep learning principles and appropriate methods will result in a learning process that is effective and transformative.
Dalam perkembangannya, pelaksanaan pembelajaran kini telah mencapai konsep pembelajaran mendalam (deep learning). Deep learning dapat didefinisikan sebagai suatu pendekatan yang menekankan pada penciptaan lingkungan dan proses belajar yang sadar, bermakna, serta menyenangkan, melalui keterlibatan pikiran, hati, pancaindra, dan tubuh secara holistik serta terintegrasi. Deep learning diharapkan mampu meningkatkan kualitas proses pembelajaran, khususnya dalam pengembangan keterampilan berbahasa, baik reseptif maupun ekspresif. Penelitian ini bertujuan untuk mengkaji integrasi deep learning dalam pengembangan keterampilan berbahasa reseptif dan ekspresif. Penelitian ini menggunakan pendekatan kualitatif dengan metode kajian pustaka, karena data yang diperoleh bersifat deskriptif dan disajikan dalam bentuk kata-kata. Hasil penelitian menunjukkan bahwa berbagai metode pembelajaran seperti Project-Based Learning, Inquiry-Based Learning, Collaborative Learning, dan Problem-Based Learning sangat relevan diterapkan, karena tidak hanya mendukung pencapaian kompetensi akademik, tetapi juga mendorong keterlibatan emosional dan sosial peserta didik. Setiap metode memiliki tahapan atau sintaks yang dapat disesuaikan dengan keterampilan berbahasa yang ingin dikembangkan. Dengan demikian, integrasi prinsip-prinsip deep learning dan metode yang tepat akan menghasilkan proses pembelajaran yang efektif dan transformatif.
References
Arana, S., Pesnot Lerousseau, J., & Hagoort, P. (2024). Deep learning models to study sentence comprehension in the human brain. Language, Cognition and Neuroscience, 39(8), 972–990. https://doi.org/10.1080/23273798.2023.2198245
Ashrafah Alaifi Aulia; D. F. Arifina; M. H. B. Batu Bara; Y. J. Jabat; Nasution, S. (2024). Transformasi Pembelajaran Bahasa Arab: Menavigasi Tantangan dan Peluang di Indonesia pada Era Digital. Perspektif: Jurnal Pendidikan Dan Ilmu Bahasa, 2(4), 158–168.
Aulia, H., Nurhalimah, A., Mandailina, V., Mahsup, Syaharuddin, Abdillah, & Zaenudin. (2023). Efektifitas Metode Pembelajaran Kolaboratif dalam Meningkatkan Kemampuan Berpikir Kritis Siswa. Seminar Nasional Paedagoria, 3(2017), 1–7.
Bae, H., Jaesung, H., Park, J., Choi, G. W., & Moon, J. (2024). Pre-Service Teachers’ Dual Perspectives on Generative AI: Benefits, Challenges, and Integration into their Teaching and Learning. Online Learning Journal, 28(3), 131–156. https://doi.org/10.24059/olj.v28i3.4543
Cahyani, V. F., & Setyaningsih, R. (2024). The Implementation of Problem-Based Learning to Enhance Critical Thinking Skills in Solving Contextual Mathematics Problems. Didaktika, Jurnal Penelitian Tindakan Kelas, 2(2), 51–56.
Cooper, G., & Tang, K.-S. (2024). Pixels and Pedagogy: Examining Science Education Imagery by Generative Artificial Intelligence. Journal of Science Education and Technology, 33(4), 556–568. https://doi.org/10.1007/s10956-024-10104-0
Ding, Y. (2021). Understanding the Process of Second Language Acquisition. Review of Educational Theory, 4(4), 29. https://doi.org/10.30564/ret.v4i4.3510
Eryani, A. (2024). Penerapan Model Pembelajaran Inquiry Based Learning dalam Meningkatkan Hasil Belajar Sejarah Kelas XII IPS di SMA Negeri 1 Pangean. JIIP (Jurnal Ilmiah Ilmu Pendidikan), 7(12), 13624–13628.
Fullan, M. (2022). Implementasi Joyful Learning di Sekolah Dasar: Studi Kasus Indonesia. Jurnal Inovasi Pendidikan.
Galante, A., Zeaiter, L. F., dela Cruz, J. W. N., Massoud, N., Lee, L., Aronson, J., de Oliveira, D. S. A., & Teodoro-Torres, J. A. (2023). Digital plurilingual pedagogies in foreign language classes: empowering language learners to speak in the target language. Language Learning Journal, 51(4), 523–543. https://doi.org/10.1080/09571736.2023.2179654
González-Davies, M., & Ortínez, D. S. (2021). Use of translation and plurilingual practices in language learning A formative intervention model. Translation and Translanguaging in Multilingual Contexts, 7(1), 17–40. https://doi.org/10.1075/ttmc.00059.gon
Grin, F., & Fürst, G. (2022). Measuring Linguistic Diversity: A Multi-level Metric. Social Indicators Research, 164(2), 601–621. https://doi.org/10.1007/s11205-022-02934-5
Hauko, R., Lihawa, F., & Masruroh. (2025). Penerapan Project Based Learning (PjBl) untuk meningkatkan kreativitas siswa kelas X Pada Materi Pemetaan di SMA Negeri 1 Botumoito. Pendidikan Geografi Undiksha, 13(1), 39–48. https://doi.org/10.23887/jjpg.v13i1.77988
Huencho, A., & Chandía, E. (2023). Humanizing mathematics education: quantitative and arithmetic argumentation of indigenous cultural practices. ZDM - Mathematics Education, 55(6), 1085–1099. https://doi.org/10.1007/s11858-023-01490-7
Ilhami, R., Hasan, N., Wargadinata, W., & ... (2021). The Effectiveness of Contextual Teaching Learning Through Zoom in Improving Arabic Speaking Skills During Covid-19. An …. http://repository.uin-malang.ac.id/10003/
Izzati, R. L. (2022). EFEKTIVITAS INQUIRY-BASED LEARNING TERHADAP REGULASI METAKOGNISI MATEMATIKA SISWA SEKOLAH MENENGAH PERTAMA DITINJAU DARI GAYA KOGNITIF. JPM UIN Antasari, 09(2), 75–88.
Kartika, D. S. R. (2020). Penerapan Mindfulness dalam Pembelajaran untuk Meningkatkan Konsentrasi Belajar Siswa. Jurnal Psikologi Pendidikan Dan Konseling.
Kovak, V. (2023). Strategi Pembelajaran Bermakna dan Pengembangan Kognitif. Jurnal Pendidikan Dan Kebudayaan.
Kuswanto, E., Mubin, M. N., Suharsono, & Kurniawan, D. S. (2023). Internalizing Islamic moderation: a model approach for educational institutions. IJoReSH: Indonesian Journal of Religion, Spirituality, and Humanity, 2(1), 93–113. https://doi.org/10.18326/ijoresh.v2i1.93-113
Lathifah, N. (2022). Pengembangan Model Pembelajaran Bahasa Arab Berbasis Kesadaran dan Pemaknaan untuk Keterampilan Istima’ dan Kalam. Al Mi’yar: Jurnal Ilmiah Pembelajaran Bahasa Arab Dan Kebahasaaraban, 5(2), 135–148.
Lei, C.-U., Chan, W., & Wang, Y. (2024). Evaluation of UN SDG-related formal learning activities in a university common core curriculum. International Journal of Sustainability in Higher Education, 25(4), 821–837. https://doi.org/10.1108/IJSHE-02-2023-0050
Matthew B Miles; A Michael Huberman. (1994). Qualitative data analysis: An expanded sourcebook. Sage Publication.
Maxwell, J. M. I. (2019). Mayan languages and Guatemala law: Shifting identities and ideologies. In Handbook of the Changing World Language Map (Vol. 1, pp. 823–842). Springer International Publishing. https://doi.org/10.1007/978-3-030-02438-3_219
Mezmir, E. A. (2020). Qualitative data analysis: An overview of data reduction, data display, and interpretation. In Research on humanities and social sciences. core.ac.uk. https://core.ac.uk/download/pdf/356684456.pdf
Mulyadi L., H. . M. (2023). Lingkungan Belajar Positif dan Pengaruhnya terhadap Keterampilan Kalam Siswa Madrasah Aliyah. Shaut Al Arabiyyah, 12(2), 102–113.
Mustafa, M. (2021). Dinamika Metode Pembelajaran Bahasa Arab. In Loghat Arabi : Jurnal Bahasa Arab dan Pendidikan Bahasa Arab (Vol. 1, Issue 2, p. 56). Institut Agama Islam (IAI DDI) Polewali Mandar. https://doi.org/10.36915/la.v1i2.17
Muttaqin, C. F., Sari, N. S., Hisayati, N. W., Nurcahyo, A., Artik, Prasetyo, H. E., & Rohman. (2025). Penerapan Project Based Learning (PJBL) Untuk Meningkatkan Kreativitas Siswa Sekolah Dasar. Pendas: Jurnal Ilmiah Pendidikan Dasar, 10(2), 294–305. https://doi.org/10.23969/jp.v10i02.24403
Naeem, B., Khan, A., Beg, M. O., & Mujtaba, H. (2020). A deep learning framework for clickbait detection on social area network using natural language cues. Journal of Computational Social Science, 3(1), 231–243. https://doi.org/10.1007/s42001-020-00063-y
Naipospos, A. T., Simanjuntak, S. D., Calon, P. P. G., Matematika, G., Katolik, U., Thomas, S., Setia, J., No, B., & Kec, T. S. (2025). Implementasi Model Problem Based Learning berbantuan Pendekatan Teaching at the Right Level untuk Meningkatkan Kemampuan Pemecahan Masalah Matematis. Jurnal Pengabdian Masyarakat Dan Riset Pendidikan, 3(4), 1575–1581.
Nugroho, W. D. L. D. (2024). Prinsip Pembelajaran Mendalam dan Implikasinya terhadap Kemandirian Belajar Siswa. Jurnal Evaluasi Pendidikan.
Oktaviani, N. (2021). Efektivitas PjBL dalam Meningkatkan Keterampilan Membaca Kritis. Jurnal Edukasi Bahasa.
Ortiz-Marcos, I., Breuker, V., Rodríguez-Rivero, R., Kjellgren, B., Dorel, F., Toffolon, M., Uribe, D., & Eccli, V. (2020). A framework of global competence for engineers: The need for a sustainable world. Sustainability (Switzerland), 12(22), 1–25. https://doi.org/10.3390/su12229568
Purnomo, Y. C., Kustiah, A. I., & Alrianingrum, S. (2023). Peningkatan Hasil Belajar Peserta Didik pada Mata Pelajaran Sejarah melalui Penerapan Model Pembelajaran Inquiry Based Learning (IBL) pada Kelas XI IPS 2 SMA Negeri 1 Mojosari, Kabupaten Mojokerto Tahun Ajaran 2022/2023. Jurnal Pendidikan Tambusai, 7(3), 20892–20903.
Rimanoczy, L. H. I. (2021). Mindful Learning dan Relevansinya dalam Kurikulum Merdeka. Jurnal Teknologi Pendidikan Indonesia.
Rosyidah, A. (2023). Penerapan Strategi Deep Learning untuk Peningkatan Maharah Qira’ah dan Kitabah Mahasiswa PBA. Jurnal Al-Ta’rib, 11(1), 78–91.
Sa’adah, N., & Nuryanto, S. (2025). META ANALISIS MODEL PEMBELAJARAN COLLABORATIVE LEARNING DALAM PEMBELAJARAN BAHASA INDONESIA DI SD. YASIN Jurnal Pendidikan Dan Sosial Budaya, 5(4), 3764–3776.
Safitri, T. H. R. (2021). Pembelajaran Bermakna dan Kaitannya dengan Peningkatan Hasil Belajar Siswa. Jurnal Pendidikan Dan Pembelajaran Indonesia.
Sari K.; Sagala, R.; Mizan, A. N., M. F. . K. (2025). Pengaruh Kreativitas Guru Terhadap Keterampilan Berbahasa Arab Siswa MA. LEARNING: Jurnal Inovasi Penelitian Pendidikan Dan Pembelajaran, 5(2), 560–569.
Sari, A. R. M. (2023). Analisis Indikator Pembelajaran Mendalam dalam Implementasi Kurikulum Merdeka. Jurnal Pendidikan Progresif.
Sihotang, W. S., Tanjung, D. S., Simarmata, E. J., & Lumban, R. (2025). PENGARUH MODEL PEMBELAJARAN PROBLEM BASED LEARNING TERHADAP KEMAMPUAN BERFIKIR KRITIS SISWA KELAS VI DI SD BUDI MULIA BINJOHARA KECAMATAN MANDUAMAS TAHUN PEMBELAJARAN 2024 / 2025. Jurnal Ilmiah Aquinas, 8(1), 33–44.
Skubisz, C. (2019). College, mental health, and a violent student: employing numerical formats to communicate risk on campus. Journal of Risk Research, 22(10), 1224–1238. https://doi.org/10.1080/13669877.2018.1459792
Sudrajat, A. (2020). Kurikulum Abad 21: Desain Pembelajaran Bahasa Arab Berbasis Higher Order Thinking dan Deep Learning. Deepublish.
Supriyanto. (2024). Efektivitas Metode Pembelajaran Berbasis Kegiatan Bermakna dalam Peningkatan Kemampuan Kalam Siswa. Lugawiyyat, 6(2), 56–68.
Tomasella, B., Akbar, B., Lawson, A., Howarth, R., & Bedford, R. (2024). Embedding the Sustainable Development Goals Into Higher Education Institutions’ Marketing Curriculum. Journal of Marketing Education, 46(2), 155–174. https://doi.org/10.1177/02734753241231182
Turmuzi, M., Suharta, I. G. P., Astawa, I. W. P., & Suparta, I. N. (2024). Perceptions of Primary School Teacher Education Students to the Use of ChatGPT to Support Learning in the Digital Era. International Journal of Information and Education Technology, 14(5), 721–732. https://doi.org/10.18178/ijiet.2024.14.5.2097
Wahyuni L. A., I. . Z. B. N. (2024). Digital Innovation in Arabic Language Learning Models for Islamic Higher Education. Jurnal Penelitian, 21(2), 137–151.
Wardhani, R., Pulungan, D. Z., Irawan, D., Gilaa, T., & Fawait, A. B. (2024). The Impact of Using Collaborative Learning Platforms on Increasing Student Creativity. Journal of Computer Science Advancements, 2(2), 73–90. https://doi.org/10.70177/jsca.v2i2.1082
Wijayanti, R. (2025). Penerapan Model Project Based Learning ( PjBL ) dalam Meningkatkan Keterampilan Menulis pada Pembelajaran Bahasa Indonesia. Jurnal Bima: Pusat Publikasi Ilmu Pendidikan Bahasa Dan Sastra, 3(1), 63–80. https://doi.org/https://doi.org/10.61132/bima.v3i1.1443
Yuliana, N. F. T. (2022). Joyful Learning Sebagai Strategi Meningkatkan Motivasi dan Keterlibatan Siswa dalam Kelas. Jurnal Inovasi Pendidikan Dasar.
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