IMPLEMENTASI METODE DEEP LEARNING DALAM MENINGKATKAN PEMAHAMAN PESERTA DIDIK PADA MATA PELAJARAN PENDIDIKAN AGAMA ISLAM DI MA NEGERI 2 REMBANG, JAWA TENGAH
DOI:
https://doi.org/10.23969/jp.v11i02.22020Keywords:
Deep Learning, Islamic Religious Education, Student Understanding, Qualitative Research, Madrasah, Pedagogical InnovationAbstract
Traditional teaching methods in Islamic Religious Education (IRE) in madrasahs, such as lectures and rote memorization, often result in superficial student comprehension and restricted use of Islamic principles in day today activities. This project's goal is to find out how the Deep Learning method may be applied to enhance students' comprehension of Islamic Religious Education. at MA Negeri 2 Rembang, Central Java. Specifically, the research explores how Deep Learning is used during the educational process, how it enhances students understanding, and identifies the supporting and inhibiting factors impacting its executionThis study employs a qualitative technique and a case study design. Interviews with the vice principal for curriculum affairs and Islamic Religious Education are among the main sources of data teachers, and eleventh-grade studentsData collection methods include observation, in-depth interviews, and documenting. analysis follows a systematic process involving data display, data reduction, and drawing/verifying conclusions, backed via triangulation to guarantee the accuracy of the dataThe findings demonstrate that the use of the Deep Learning method at MA Negeri 2 Rembang is conducted through three primary phases: joyful learning, attentive learning, and purposeful learning. This approach has proven effective in significantly enhancing students’ understanding across cognitive, affective, and psychomotor domains. Students demonstrate improved critical thinking skills, increased active participation, and a stronger the capacity to connect Islamic values in real-world situations. In conclusion, Deep Learning is an effective pedagogical strategy for enhancing pupils' comprehension of Islamic Religious Education, as it fosters a holistic comprehension of Islamic teachings that integrates knowledge, practice, and moral character development. Supporting factors include progressive madrasah policies, teacher training, and student enthusiasm, while challenges involve limited instructional time and diverse student abilities
Downloads
References
Ahmad Faizal Makarim, Wawancara (Rembang, 26 November 2025).
Ahmad Muslih, Wawancara (Rembang, 25 November 2025).
Akib, A. R. M.“Implementation of Deep Learning in Islamic Religious Education (PAI) Learning in Madrasah.” International Journal of Islamic Studies 1(2).
Gustina, E., Hanani, S., dan 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):2025.
Gustina, E., Hanani, S., dan 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):2025.
Hidayani, E. F., & Prayitno, H. J. Deep Learning: Implementation and impact in Islamic junior high schools. Jurnal Deep Learning dalam Pendidikan, 3(1),2025 https://journals2.ums.ac.id/index.php/jdl/article/download/11077/3514.
Isnaeni, F., Budiman, S. A., & Nurjaya, N. (2025). Analysis of the readiness for implementing Deep Learning curriculum in madrasah from the perspective of educators. Al-Tadrib: Jurnal Pendidikan Islam, 8(1).
Jasmansyah, J., Suganda, A., & Hidayat, U. S. “A Study of Deep Learning Approach in Islamic Education and Western Education Perspective: A Literature Review.” Dalam Proceedings of the International Conference on Education and Humanities. Atlantis Press, 2025. https://www.atlantispress.com/article/126013871.pdf.
Jasmansyah, J., Suganda, A., dan Hidayat, U. S. “A Study of Deep Learning Approach in Islamic Education and Western Education Perspective: A Literature Review.” Dalam Proceedings of the International Conference on Education and Humanities. Atlantis Press, 2025. https://www.atlantispress.com/article/126013871.pdf.
Kementerian Pendidikan Dasar dan Menengah Republik Indonesia. Naskah Akademik Pembelajaran Mendalam: Menuju Pendidikan Bermutu untuk Semua. Jakarta: Pusat Kurikulum dan Pembelajaran, 2025.
Mazrur, M., Jennah, R., & Norhidayah, S. Integrating technology acceptance and pedagogical Deep Learning in Islamic education: A TAM-based study. Ta’dib:Jurnal Pendidikan Islam, 28(2),2025 https://ejournal.uinmybatusangkar.ac.id/ojs/index.php/takdib/article/download/15981/5494.
Mundofi, A. A.“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): 2025.
Panji Ahmad Kurniawan, Wawancara (Rembang, 26 November 2025).
Rahmadi, Pengantar Metodologi Penelitian, Banjarmasin: Antasari Press, 2011. Yadhi Nur Amin, Wawancara (Rembang, 24 November 2025).
Saputra, N., Abdullah, M., dan Yahya, I.“Patterns Between the Independent Learning Curriculum, Deep Learning, and the Concept of Integration-Interconnection and How the Position of Islamic Education.” Fikroh: Jurnal Pemikiran dan Pendidikan Islam 18(2).2025.
Sicha, A., & Rohmana, D. W. (2025). Digital pedagogical transformation in Islamic education: Deep Learning integration, challenges and solutions. Proceedings of Islamic Education Conference.2025 https://jurnalfaktarbiyah.iainkediri.ac.id/index.php/proceedings/article/downlo ad/6708/1264.
Sugiyono. Metode Penelitian Kualitatif. Bandung: Alfabeta, 2023.
Sugiyono. Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta, 2020.
Sulastri, N., Anwar, S., & Suherman, U. (2024). Deep Learning-based planning model for Islamic education in Indonesian integrated schools. Edukasi: Jurnal Pendidikan Islam, 5(2), 2024 https://jurnaledukasia.org/index.php/edukasia/article/download/1734/909.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Pendas : Jurnal Ilmiah Pendidikan Dasar

This work is licensed under a Creative Commons Attribution 4.0 International License.