Implementation of Deep Learning in Religious Education Learning For The Internalization of Religious Values and The Formation of Religious Behavior
DOI:
https://doi.org/10.24256/iqro.v9i1.9485Keywords:
Deep Learning, Character Building, Internalization of Religious Values, Religious BehaviorAbstract
This study aims to analyze the implementation of deep learning-based Islamic Religious Education (PAI) learning and the internalization of religious values and religious behavior in students. This study used a mixed methods approach with a sequential explanatory design, namely the collection and analysis of quantitative data followed by qualitative data to strengthen and explain the research findings. Quantitative data were obtained through closed-ended questionnaires, while qualitative data were collected through open-ended questionnaires that explored the experiences, meanings, and changes experienced by students. The results show that deep learning-based PAI learning provides a memorable, enjoyable, and meaningful learning experience for students. The implementation of the deep learning approach to PAI learning is categorized as good, although the variety of learning methods is still categorized as needing improvement. These results indicate that the internalization of religious values has fostered an understanding of the practice of Islamic teachings in everyday life. PAI learning implementing a deep learning approach is effective in internalizing religious values and holistically shaping students' religious attitudes through active, contextual, reflective, and transformative learning.
References
Ahmad Syafii, D. (2025). PENDEKATAN PEMBELAJARAN BERBASIS DEEP LEARNING : MINDFUL LEARNING , MEANINGFUL LEARNING , DAN JOYFUL LEARNING. 2(1), 45–57. https://e-jurnal.iainsorong.ac.id/index.php/Al-Mumtaz
Annur, P. A., Susanti, E., & Gera, I. G. (2023). The Importance of Moral Education in Elementary Schools in Shaping Character. 1, 271–287.
Deny Khusnul Khotimah, M. R. A. (2025). Analysis of Deep Learning Approaches to Improve the Effectiveness of Religious Education in SMKN Pringkuku. 5, 866–879.
Haq, M. D., & Prasetiyo, N. T. (2025). Deep Learning as a Transformative Approach in Education: A Literature Review. 8(3), 1826–1842.
Hasanuddin, M. N., Rohmad, M. A., & Wachidah, H. N. (2025). The Application of Deep Learning in Islamic Religious Education at the Senior High School Level. Journal of Philosophy, Science, Technology, and Social Culture, 31, 263–269. https://doi.org/10.33503/paradigma.v31i2.2130
Islam, U., Sultan, N., Kasim, S., Mansur, A., Islam, U., Sultan, N., Kasim, S., Bakar, A., Islam, U., Sultan, N., Kasim, S., Baru, S., & Pekanbaru, K. (2023). Contextual learning and problem-based learning. 1(1), 66–77.
Jatmiko Ananda Chosya, T. (2025). Journal of Deep Learning.https://journals2.ums.ac.id/index.php/jdl/article/view/11156/3574
Khabibullah, M. (2024). Tahapan dan langkah-langkah penerapan mixed method research: Studi literatur. QOMARUNA Journal of Multidisciplinary Studies, 2(1), 69–86.
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 (JOAPE, 2(1), 3062–9268.https://doi.org/10.59966/joape.v2i1.1787
Neneng Julianah, Sulfiah, A. F. (2025). The Effect of Deep Learning Approaches on Academic Performance: A Review of Psychological and Educational Journal Studies. 4(3).
Nurfajrina, A., & Fadil, A. (2025). Transforming Religious Education in the 21st Century through Deep Learning Based on Islamic Spirituality.
Prihantoro, W. K. (2025). Implementing Deep Learning to Enhance Religious Values in Islamic Religious Education. La-Tahzan: Journal of Islamic Education, 17(2), 254–266. https://ejournal.ibntegal.ac.id/index.php/latahzan/article/view/1589
Savira Seviardini, Meirza Nanda Faradita, I. N. (2026). The Impact of Deep Learning Approaches on Students’ Critical Thinking Skills in IPAS Learning in Elementary Schools. 11. https://journal.unpas.ac.id/index.php/pendas/article/view/40949
Slamet Panuntun, Belina Hendri Saputri, Moh. Fahsin, Inas Umniyah, Inayatul Farihah, & 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
Sulistiono Shalladdin Albany, et al. (2025). Implementing Deep Learning Approaches in the PPTQ Al-Amir Klaten Learning Process. 5. https://jurnal.stikkendal.ac.id/index.php/istifkar/article/download/284/286
Ahmad Syafii, D. (2025). PENDEKATAN PEMBELAJARAN BERBASIS DEEP LEARNING : MINDFUL LEARNING , MEANINGFUL LEARNING , DAN JOYFUL LEARNING. 2(1), 45–57. https://e-jurnal.iainsorong.ac.id/index.php/Al-Mumtaz
Annur, P. A., Susanti, E., & Gera, I. G. (2023). The Importance of Moral Education in Elementary Schools in Shaping Character. 1, 271–287.
Deny Khusnul Khotimah, M. R. A. (2025). Analysis of Deep Learning Approaches to Improve the Effectiveness of Religious Education in SMKN Pringkuku. 5, 866–879.
Haq, M. D., & Prasetiyo, N. T. (2025). Deep Learning as a Transformative Approach in Education: A Literature Review. 8(3), 1826–1842.
Hasanuddin, M. N., Rohmad, M. A., & Wachidah, H. N. (2025). The Application of Deep Learning in Islamic Religious Education at the Senior High School Level. Journal of Philosophy, Science, Technology, and Social Culture, 31, 263–269. https://doi.org/10.33503/paradigma.v31i2.2130
Islam, U., Sultan, N., Kasim, S., Mansur, A., Islam, U., Sultan, N., Kasim, S., Bakar, A., Islam, U., Sultan, N., Kasim, S., Baru, S., & Pekanbaru, K. (2023). Contextual learning and problem-based learning. 1(1), 66–77.
Jatmiko Ananda Chosya, T. (2025). Journal of Deep Learning.https://journals2.ums.ac.id/index.php/jdl/article/view/11156/3574
Khabibullah, M. (2024). Tahapan dan langkah-langkah penerapan mixed method research: Studi literatur. QOMARUNA Journal of Multidisciplinary Studies, 2(1), 69–86.
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 (JOAPE, 2(1), 3062–9268.https://doi.org/10.59966/joape.v2i1.1787
Neneng Julianah, Sulfiah, A. F. (2025). The Effect of Deep Learning Approaches on Academic Performance: A Review of Psychological and Educational Journal Studies. 4(3).
Nurfajrina, A., & Fadil, A. (2025). Transforming Religious Education in the 21st Century through Deep Learning Based on Islamic Spirituality.
Prihantoro, W. K. (2025). Implementing Deep Learning to Enhance Religious Values in Islamic Religious Education. La-Tahzan: Journal of Islamic Education, 17(2), 254–266. https://ejournal.ibntegal.ac.id/index.php/latahzan/article/view/1589
Savira Seviardini, Meirza Nanda Faradita, I. N. (2026). The Impact of Deep Learning Approaches on Students’ Critical Thinking Skills in IPAS Learning in Elementary Schools. 11. https://journal.unpas.ac.id/index.php/pendas/article/view/40949
Slamet Panuntun, Belina Hendri Saputri, Moh. Fahsin, Inas Umniyah, Inayatul Farihah, & 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
Sulistiono Shalladdin Albany, et al. (2025). Implementing Deep Learning Approaches in the PPTQ Al-Amir Klaten Learning Process. 5. https://jurnal.stikkendal.ac.id/index.php/istifkar/article/download/284/286
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