Articles Vol. 5, No. 2 (2026)
Zahratun Halimah, Maulida Fitriani, Mukmin
Universitas Kutai Kartanegara Tenggarong
10.58477/api.v5i2.543 Published: 2026-12-30
Abstract

This study examines the reconstruction of Islamic religious education (Pendidikan Agama Islam, PAI) teaching methods through the perspective of deep learning. PAI instruction in Indonesia still tends to emphasize rote memorization and content delivery rather than the internalization of religious values into daily life. Using a descriptive qualitative approach through library research, this study analyzed scholarly articles, books, and education policy documents from academic databases such as Google Scholar and PubMed, selected through inclusion and exclusion criteria and examined using thematic content analysis. The findings show that the thoughts of KH. Ahmad Dahlan, KH. Hasyim Asy'ari, and Ki Hajar Dewantara can be reconstructed into an Islamic Deep learning paradigm that integrates cognitive, affective, and spiritual dimensions. Digital technology, adaptive learning platforms, and collaborative projects were found to strengthen conceptual understanding and critical thinking, although their success still depends on teachers' digital-pedagogical readiness. This study proposes a three-layer reconstruction model: strengthening the philosophical-value foundation, applying technology-based adaptive learning strategies, and transforming the teacher's role into a facilitator of meaningful learning experiences. These three layers reinforce one another, since values without operational strategy remain abstract, while technology without a value foundation risks reducing PAI to mere cognitive optimization.

How to Cite

How to Cite

Zahratun Halimah, Maulida Fitriani, & Mukmin. (2026). Rekonstruksi Metode Pembelajaran PAI Dalam Perspektif Deep learning. Jurnal Aktual Pendidikan Indonesia, 5(2), 42-49. https://doi.org/10.58477/api.v5i2.543
Zahratun Halimah

Universitas Kutai Kartanegara Tenggarong

Pendidikan Agama Islam, Fakultas Agama Islam, Universitas Kutai Kartanegara Tenggarong, Kalimantan Timur, Indonesia

Maulida Fitriani

Universitas Kutai Kartanegara Tenggarong

Pendidikan Agama Islam, Fakultas Agama Islam, Universitas Kutai Kartanegara Tenggarong, Kalimantan Timur, Indonesia

Mukmin

Universitas Kutai Kartanegara Tenggarong

Pendidikan Agama Islam, Fakultas Agama Islam, Universitas Kutai Kartanegara Tenggarong, Kalimantan Timur, Indonesia

Issue Vol. 5 No. 2 (2026)
SectionArticles
DOI10.58477/api.v5i2.543
Publication Date2026-12-30
Pages42-49
  • Aliyah, S. R., Norlianti, N., & Mukmin, M. (2025). Model Pembelajaran Pendidikan Agama Islam (PAI) Berbasis Deep learning. Jurnal Pendidikan Indonesia, 6(5), 2490–2503. https://doi.org/10.59141/japendi.v6i5.7798
  • Balgis, W. N. M., & Fawait, A. (2026). Pembelajaran mendalam dan pengaruhnya terhadap pemahaman konseptual siswa dalam Pendidikan Agama Islam. Idarah Tarbawiyah: Journal of Management in Islamic Education, 7(3), 543–554. https://doi.org/10.32832/itjmie.v7i3.23090
  • Cholisyah, A., & Rahmanto, M. A. (2026). Integrasi Deep learning dalam Pembelajaran PAI untuk Penguatan Kompetensi Spiritual dan Komunikasi Siswa di SMA Muhammadiyah 12 Jakarta. TARLIM: Jurnal Pendidikan Agama Islam, 9(1), 49–60. https://doi.org/10.32528/tarlim.v9i1.4970
  • Della, D. A., Attamimi, T. A., Hasanah, U., Khairunnisa, R., & Noor, M. (2025). Pengembangan Bahan Ajar Pendidikan Agama Islam Berbasis Pendekatan Pembelajaran Mendalam (Deep learning). Al-Madrasah: Jurnal Ilmiah Pendidikan Madrasah Ibtidaiyah, 9(4), 2161–2183. https://doi.org/10.35931/am.v9i4.5527
  • Fadri, I. K., Ummah, K., Munawaroh, M., Hilmi, H., & Musstanyah, S. (2026). Implementing Deep learning in Islamic Religious Education: Evidence from Indonesian Schools under the Merdeka Curriculum. FITRAH: International Islamic Education Journal, 8(1), 45–66. https://doi.org/10.22373/fitrah.v8i1.10326
  • Giovanny, G. R., & Istanto. (2026). Implementation of Deep learning in Islamic Religious Education Learning at SMP Muhammadiyah PK Kottabarat. Journal of Educational Sciences, 10(2), 2210–2224. https://doi.org/10.31258/jes.10.2.p.2210-2224
  • Gustina, E., Hanani, S., & Sesmiarni, Z. (2025). Active learning based on deep learning: A critical review of the role and readiness of Islamic religious education teachers. International Journal of Islamic Educational Research, 2(3), 54–60. https://doi.org/10.61132/ijier.v2i3.331
  • Hafidah, A. N. D., Syaifullah, A., Gunawan, Y., Fitriyanto, B. Z., & Hakim, A. (2025). Rekonstruksi Konsep Pembelajaran Mendalam (Deep learning) dalam Pendidikan Islam. JDP (Jurnal Dinamika Pendidikan), 12(1), 253–260. https://doi.org/10.64540/nzzjdg38
  • Isnaeni, F., Budiman, S. A., Nurjaya, N., & Mukhlisin, M. (2025). Analysis of the Readiness for Implementing Deep learning Curriculum in Madrasah from the Perspective of Educators. Attadrib: Jurnal Pendidikan Guru Madrasah Ibtidaiyah, 8(1), 15–30. https://doi.org/10.54069/attadrib.v8i1.841
  • Jannah, H. (2025). Guru Gen Z dan Kurikulum Cinta: Inovasi Pendidikan Karakter di Era Digital. Jurnal Aktual Pendidikan Indonesia, 4(2), 1–5. https://doi.org/10.58477/api.v4i2.357
  • Maimun, M., Hamdani, H., Listiana, H., & Lape, P. (2025). Pesantren as a Prototype of Education with a Deep learning Approach. Jurnal Pendidikan Islam, 15(1), 29–41. https://doi.org/10.38073/jpi.v15i1.2373
  • Martiadi, R., Agustini, R., Nasir, T. M., Yudiyanto, M., & Kusuma, D. T. (2025). Integrasi deep learning dalam pendidikan Islam adaptif: Sebuah studi literatur sistematis. An-Nahdlah: Jurnal Pendidikan Islam, 4(3), 817–826. https://doi.org/10.51806/an-nahdlah.v4i3.674
  • Meirina, R., Sartini, J., Nurwahidiansyah, D., Meirissa, L. V., Rokhaniah, I., Kartikasari, A., & Abdurrahmansyah, A. (2025). Implementasi Pendekatan Pembelajaran Mendalam (Deep learning) dalam Pembelajaran PAI di Sekolah Dasar. Jurnal Basicedu, 9(5), 1621–1632. https://doi.org/10.31004/basicedu.v9i5.10764
  • Mukmin, M., Monia, F. A., Suharman, S., Rosita, R., Sukeriyadi, M., Nasrullah, A., Rohman, T., Ansya, Y. A., Rosadi, K., & Aly, A. H. (2025). Pembelajaran Pendidikan Agama Islam Berbasis Deep learning. Yayasan Kita Menulis.
  • Mukmin, M., Nasir, M., & Shafa, S. (2026). From Memorization to Meaning Making: Deep Learning as a Pathway to Higher Order Thinking in Islamic Religious Education. Tafkir: Interdisciplinary Journal of Islamic Education, 7(2), 369–381. https://doi.org/10.31538/tijie.v7i2.2540
  • Mukmin, M., Norlianti, N., Zainuri, H., & Anwar, S. (2026). Peningkatan Pembelajaran Fikih Berbasis Deep Learning. Journal of Instructional and Development Researches, 6(3), 425–433. https://doi.org/10.53621/jider.v6i3.805
  • Mundofi, A. A. (2025). Integration of deep learning approach in transforming Islamic religious education learning in schools: A pedagogical and technological study. Journal of Asian Primary Education, 2(1), 79–90. https://doi.org/10.59966/joape.v2i1.1787
  • Pahrudin, A., Sugiharta, I., & Arifin, Z. (2026). Predicting Students’ Learning Perceptions through Deep learning Pedagogy within a Transformative Curriculum: Evidence from Indonesian Islamic Higher Education. Jurnal Pendidikan Agama Islam, 23(1), 21–46. https://doi.org/10.14421/v23i1.12441
  • Panuntun, S., Saputri, B. H., Fahsin, M., Umniyah, I., Farihah, I., & Masykur. (2025). Implementation of deep learning strategy in Islamic religious education to internalize Islamic values at SMK Hisba Buana Semarang. At Turots: Jurnal Pendidikan Islam, 7(1), 110–123. https://doi.org/10.51468/jpi.v7i1.842
  • Prihantoro, W. K. (2025). Implementasi deep learning untuk meningkatkan karakter religius dalam pembelajaran Pendidikan Agama Islam. La-Tahzan: Jurnal Pendidikan Islam, 17(2), 254–266. https://doi.org/10.62490/latahzan.v17i2.1589
  • Santoso, H. E. (2025). Integrasi teknologi deep learning dalam pembelajaran Pendidikan Agama Islam (PAI) di era digital. Jurnal Manajemen Pendidikan dan Ilmu Sosial, 6(2), 1476–1483. https://doi.org/10.38035/jmpis.v6i2.4041
  • Sari, H. I., & Salim, A. (2026). Towards transformative fiqh education: A deep learning pedagogical approach in the digital era. Jurnal Pendidikan Agama Islam Al-Thariqah, 11(1), 55–70. https://doi.org/10.25299/althariqah.2026.vol11(1).27570
  • Satrianto, R., Azwar, B., Rizal, S., & Hikassania, M. (2025). Model Pembelajaran PAI Berbasis Pembelajaran Mendalam (Deep learning): Kajian Psikologi Pendidikan (Studi di SDIT Bin Baz). Jurnal Literasiologi, 14(4). https://doi.org/10.47783/literasiologi.v14i4.1088
  • Wafa, A., Syarifah, S., & Nadhif, M. (2025). Transformasi pembelajaran Pendidikan Agama Islam berbasis deep learning: Dari pendekatan hafalan menuju internalisasi nilai. Academicus: Journal of Teaching and Learning, 4(2), 103–116. https://doi.org/10.59373/academicus.v4i2.95
License

This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Article Statistics
Download data is not yet available.
Similar Articles