Integrating Islamic Epistemology, Cultural Context, and Deep Learning for Multicultural Islamic Education: a Thematic Literature Review

Authors

  • Mo’tasim Mo’tasim STIT AL-IBROHIMY Bangkalan
  • Sahidi Mustafa STAI Sepakat Segenep Kutacane Aceh Tenggara
  • Maksum Maksum Universitas Bina Sarana Informatika Jakarta
  • Amar Ma’ruf Universitas Bina Sarana Informatika
  • Ellya Verawati Universitas Bina Sarana Informatika

DOI:

https://doi.org/10.32806/jf.v14i2.1232

Keywords:

Islamic epistemology, multicultural education, deep learning, historical-cultural integration, inclusive pedagogy

Abstract

This study explores the integration of Islamic epistemology into multicultural education as a means to balance Western approaches with the philosophical foundations and values of Islam. By employing a qualitative research design using a thematic literature review, the study systematically analyzes and synthesizes findings from recent scholarly works. The research identifies three interconnected domains: (1) aligning multiculturalism with Islamic principles such as justice, equality, tolerance, and respect for diversity through content integration across disciplines; (2) constructing Islamic knowledge within historical, cultural, and global contexts to ensure adaptive reinterpretation of traditions, strengthen local identity, and enhance institutional adaptability in the digital era; and (3) developing a deep learning–based model for Multicultural Islamic Religious Education that personalizes learning, addresses content bias, and fosters inclusive, empathetic classrooms. The methodological approach enables a comprehensive synthesis of theoretical and empirical perspectives to propose an adaptive model bridging tradition, culture, and technological innovation. The findings suggest that combining Islamic epistemology, historical-cultural awareness, and deep learning technology can create sustainable, contextually relevant Islamic education, contributing to a harmonious, moderate society capable of engaging with global diversity.

References

Adeoye, Moses Adeleke, and Hasan Baharun. “Integration of Islamic Thought and Scientific Knowledge in the Formation of Educational Institution Leadership.” TATHO: International Journal of Islamic Thought and Sciences, April 29, 2025, 141–52. https://doi.org/10.70512/tatho.v2i2.85.

Agirdag, Orhan, Michael S. Merry, and Mieke Van Houtte. “Teachers’ Understanding of Multicultural Education and the Correlates of Multicultural Content Integration in Flanders.” Education and Urban Society 48, no. 6 (July 2016): 556–82. https://doi.org/10.1177/0013124514536610.

Ahadi, Muhammad Reza, and Fitrah Sugiarto. “PENGEMBANGAN KESADARAN MULTIKULRAL PENDIDIKAN AGAMA ISLAM : PERSPEKTIF MEMBENTUK GENERASI TANGGUH DI ERA SOCIETY 5.0.” Indonesian Society and Religion Research 2, no. 2 (2025). https://doi.org/10.61798/isah.v1i2.162.

Ahmed, Dr Bilal. “The History of Religious Intolerance and Its Modern-Day Consequences.” The Study of Religion and History 3, no. 1 (June 2025): 40–48.

Aini, Saniyyah Novita Qurrotu, Dyah Amelia Susanti, Salwa Zaida, and Imam Hadi Prayitno. “CULTURAL INTOLERANCE AND ITS IMPACT ON SOCIAL LIFE.” International Conference on Guidance and Counseling 1, no. 1 (October 2023): 236–41.

Albana, Hasan. Implementasi Pendidikan Moderasi Beragama Di Sekolah Menengah Atas. 1. 9, no. 1 (June 2023): 1. https://doi.org/10.18784/smart.v9i1.1849.

Al-Shuqairat, Hussein Raja, Abd-Al Razzak Mahmoud Al-Maani, and Mohanad Nayef Aldajah. “Islamic Historiography and Modernity: A Systematic Literature Review on the Evolution of Muslim Societies in the Postcolonial Era.” Journal of Islamic Thought and Civilization 15, no. 1 (April 2025): 240–60. https://doi.org/10.32350/jitc.151.14.

Arif, Muhamad, Mohd Kasturi Nor Abd Aziz, and Muhammad Anas Ma’ Arif. “A Recent Study on Islamic Religious Education Teachers’ Competencies in the Digital Age: A Systematic Literature Review.” Journal of Education and Learning (EduLearn) 19, no. 2 (2025): 587–96.

Asfar, Khalimatus Sa’diyah, and Muhammad Miftah. “ANALISIS INTEGRASI MATERI SEJARAH DAN KEBERAGAMAAN DALAM PRAKTIK PENDIDIKAN DI INDONESIA.” Al Ulum Jurnal Pendidikan Islam, September 16, 2024, 203–13. https://doi.org/10.54090/alulum.520.

Asrori, Mohammad, Bima Fandi Asy’arie, Akhirudin, Ganjar Yusup Sofian, Ahmad Fadhel Syakir Hidayat, Aidillah Suja, and Roibin. “Islamic Educational and Cultural Values in Indonesian Puppetry Art: A Systematic Literature Review.” Cogent Education 12, no. 1 (December 2025): 2490445. https://doi.org/10.1080/2331186X.2025.2490445.

Baderiah, Baderiah, Ahmad Munawir, and Firman Firman. “Developing Islamic Education and Local Culture Textbooks.” AL-ISHLAH: Jurnal Pendidikan 14, no. 3 (July 2022): 3149–58. https://doi.org/10.35445/alishlah.v14i3.1487.

Banks, James A. “Introduction to Special Issue.” Intercultural Education 31, no. 5 (September 2020): 499–505. https://doi.org/10.1080/14675986.2020.1794117.

Budhiarti, Yuli, Prima Mytra, and Lilian Slow. “The Role of Deep Learning in Elementary Education: Pedagogical Insights from a Literature Study.” Jurnal Pedagogi Dan Inovasi Pendidikan 1, no. 2 (July 2025). https://jurnal-pip.com/index.php/jpip/article/view/14.

Cathrin, Shely, and Reno Wikandaru. “Establishing Multicultural Society: Problems and Issues of Multicultural Education in Indonesia.” Jurnal Civics: Media Kajian Kewarganegaraan 20, no. 1 (December 2023): 145–55. https://doi.org/10.21831/jc.v20i1.59744.

Chu, Heting. “Research Methods in Library and Information Science: A Content Analysis.” Library & Information Science Research 37, no. 1 (January 2015): 36–41. https://doi.org/10.1016/j.lisr.2014.09.003.

Costa, Rebeca Soler, Qing Tan, Frédérique Pivot, Xiaokun Zhang, and Harris Wang. “Personalized and Adaptive Learning: Educational Practice and Technological Impact.” Texto Livre 14 (June 2022): e33445. https://doi.org/10.35699/1983-3652.2021.33445.

Craswell, Nick, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin, Ellen M. Voorhees, and Ian Soboroff. “Overview of the TREC 2022 Deep Learning Track.” arXiv:2507.10865. Preprint, arXiv, July 10, 2025. https://doi.org/10.48550/arXiv.2507.10865.

Darnela, Lindra, Arif Sugitanata, and Abdul Mughits. “Integrating Tyler and Banks’ Theories in Curriculum Development: A Tracer Study Approach at UIN Sunan Kalijaga.” Kawanua International Journal of Multicultural Studies 5, no. 1 (June 2024): 86–102. https://doi.org/10.30984/kijms.v5i1.765.

Dewantara, Jagad Aditya, Dasim Budimansyah, Cecep Darmawan, Martono, Wibowo Heru Prasetiyo, and Sulistyarini. “Language, Cultural Sentiments, and Ethnic Conflict: Understanding Verbal Violence and Discrimination in Multi-Ethnic Schools in West Kalimantan, Indonesia.” Journal of Language, Identity & Education 0, no. 0 (n.d.): 1–17. https://doi.org/10.1080/15348458.2024.2408451.

Dewi, Ni Made Trisna. “Reaktualisasi Nilai Pancasila Dalam Pembangunan Hukum Nasional Di Era Globalisasi.” IJOLARES: Indonesian Journal of Law Research 3, no. 1 (March 2025): 1–10. https://doi.org/10.60153/ijolares.v3i1.95.

Dwi, Mariyono. “Machine Learning in Multicultural Education.” SSRN Scholarly Paper 4885996. Rochester, NY: Social Science Research Network, June 23, 2024. https://doi.org/10.2139/ssrn.4885996.

Dwi, Mariyono, and Akmal Nur Alif Hidayatullah. “Machine Learning in Multicultural Education.” Pakistan Journal of Life and Social Sciences (PJLSS) 22, no. 1 (2024). https://doi.org/10.57239/PJLSS-2024-22.1.0084.

Dwiputra, Dimas Febriansyah Krisna, and Dadang Sundawa. “Analysis of Potentials and Challenges of Culture-Based Learning in Indonesia : A Systematic Literature Review.” Jurnal Kependidikan: Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran Dan Pembelajaran 9, no. 1 (March 2023): 213–23. https://doi.org/10.33394/jk.v9i1.6556.

Elbanna, Mariam, and Muthoifin. “Islamic Education Models: A Bibliometric Analysis of Challenges and Prospects.” Solo Universal Journal of Islamic Education and Multiculturalism 3, no. 01 (2025): 11–26. https://doi.org/10.61455/sujiem.v3i01.231.

Fathullah, Amal, M. Nur Effendi, and Muhammad Yusuf. “ANALYSIS OF THE ROLE OF ISLAMIC EDUCATION IN PREVENTING RADICALISM AMONG YOUNG PEOPLE.” Indonesian Journal of Education (INJOE), Vol. 5, No. 3 (August 2025): 503–14.

Fitriadi, Fitriadi, Risma Magaretha Sinaga, and Rosida Rakhmawati Muhammad. “A Literature Review on the Cultural Perspective Study in Elementary School Education in Indonesia.” Journal of Innovation in Educational and Cultural Research 5, no. 1 (February 2024): 51–61. https://doi.org/10.46843/jiecr.v5i1.848.

Ghaffar, Dr Abdul, and Hafiz Muhammad Usman. “ISLAMIC HISTORY IN MOTION: AN ANALYTICAL STUDY OF THE FORCES SHAPING MUSLIM SOCIETIES FROM THE PAST TO THE PRESENT.” Al-Aasar 2, no. 2 (June 2025): 1206–14. https://doi.org/10.63878/aaj454.

Haeri, Iman Zannatul, and Anggi Afriansyah. “Eksplorasi Beban Digital Guru: Survei Pemanfaatan Platform Merdeka Mengajar (PMM) oleh Guru.” Aspirasi: Jurnal Masalah-masalah Sosial 15, no. 2 (December 2024). https://doi.org/10.46807/aspirasi.v15i2.4615.

Hajar, Andi. “Navigating Globalization: Reforming Islamic Education for the 21st Century.” Sinergi International Journal of Islamic Studies 2, no. 1 (February 2024): 53–65. https://doi.org/10.61194/ijis.v2i1.599.

Hamzah, Amir, and Iksan Iksan. “Integrasi Nilai-Nilai Budaya Lokal Dalam Pendidikan Agama Islam.” Indonesian Research Journal on Education, Vol. 5, No. 3 (May 2025): 07–12. https://doi.org/10.31004/irje.v5i3.2563.

Hermawati, Peni Kunthi, Heru Sujaryanto, and Muhammad Hendri Nuryadi. “Strategi Resolusi Konflik Sosial Melalui Pendidikan Toleransi: Studi Kasus Intoleransi Antar Umat Beragama.” Integrative Perspectives of Social and Science Journal 2, no. 03 Juni (June 2025): 4056–65.

Hidayani, Erda Farid, Harun Joko Prayitno, and Trisakti Handayani. “Deep Learning: Implementation and Impact in Islamic Junior High Schools.” Journal of Deep Learning, June 16, 2025, 25–36.

Jasmansyah, Jasmansyah, Ahmad Suganda, Ujang Syarip Hidayat, Asep Sutisna Sanjaya, and Wulan Widaningsih. “A Study of Deep Learning Approach in Islamic Education and Western Education Perspective: A Literature Review.” Atlantis Press, July 28, 2025, 93–108. https://doi.org/10.2991/978-2-38476-450-1_7.

Jaswan, Jaswan, and St Wardah Hanafie Das. “Dynamics of Multicultural Education in Indonesia.” International Journal of Islamic Educational Research 2, no. 1 (2025): 01–14. https://doi.org/10.61132/ijier.v2i1.145.

Jayadi, Karta, Amirullah Abduh, and Muhammad Basri. “A Meta-Analysis of Multicultural Education Paradigm in Indonesia.” Heliyon 8, no. 1 (January 2022). https://doi.org/10.1016/j.heliyon.2022.e08828.

Jokar, Zeinab, Mostafa Bijani, and Hajar Haghshenas. “Explaining the Challenges Faced by Nursing Students in Clinical Learning Environments during the Post-COVID Era: A Qualitative Content Analysis.” BMC Research Notes 18, no. 1 (July 2025): 320. https://doi.org/10.1186/s13104-025-07396-9.

Khanom, Jobeda, Tarequl Islam, and Mahmudulhassan Mahmudulhassan. “Bridging the Gaps: A Bibliometric Key Theme Analysis in Multicultural Education Research (2019-2024).” Bulletin of Islamic Research 3, no. 1 (January 2025): 1–24. https://doi.org/10.69526/bir.v3i1.163.

Khoiri, Qolbi, and Ani Aryati. “The Problems of Pesantren Education in Improving Human Academic Quality in the Global-Multicultural Era.” Didaktika Religia 9, no. 1 (June 2021): 165–86. https://doi.org/10.30762/didaktika.v9i1.3277.

Laksono, Pandu Jati, and Muhammad Isnaini. “Integrasi Technological Pedagogical Science Knowledge Pada Nilai-Nilai Islam.” Bestari 19, no. 1 (August 2022): 1. https://doi.org/10.36667/bestari.v19i1.1157.

Lee, Cathy Jimin. The Role of Metacognition within Undergraduate Nursing Education: A Scoping Review. April 28, 2025. https://hdl.handle.net/1880/121169.

Lensa, Rejeki, Muhammad Jufni, and Yusuf Hadijaya. “Community Engagement Dalam Pendidikan Multikultural.” ALACRITY : Journal of Education, January 27, 2025, 288–301. https://doi.org/10.52121/alacrity.v5i1.646.

Mahmudulhassan, Mahmudulhassan, Muhammad Abuzar, Saif Uddin Ahmed Khondoker, and Jobeda Khanom. “The Integration of Islamic Epistemology in Ethical and Multicultural Education: Pedagogical Strategies and Challenges.” Multicultural Islamic Education Review 2, no. 2 (2024): 123–34. https://doi.org/10.23917/mier.v2i2.7612.

Maksum, Ali, Mujamil Qomar, and Nur Efendi. “Strategies for Strengthening the Construction of Adaptive and Sustainable Islamic Educational Management Science: Strategi Untuk Menguatkan Pembangunan Manajemen Pendidikan Islam Yang Adaptif Dan Berkelanjutan.” Chalim Journal of Teaching and Learning 5, no. 1 (July 2025): 96–109. https://doi.org/10.31538/cjotl.v5i1.2302.

Mariyono, Dwi. “Indonesian Mosaic: The Essential Need for Multicultural Education.” Quality Education for All 1, no. 1 (October 2024): 301–25. https://doi.org/10.1108/QEA-05-2024-0042.

MOS, Dr Dwi Mariyono, S. Ag, M. Pd. SEJARAH KEBUDAYAAN ISLAM: Masa Lalu, Kini dan yang Akan Datang. Nas Media Pustaka, 2024.

Mujiburrahman. “Islam and Politics in Indonesia: The Political Thought of Abdurrahman Wahid.” Islam and Christian–Muslim Relations 10, no. 3 (October 1999): 339–52. https://doi.org/10.1080/09596419908721191.

Mundofi, Ahmad Asron. “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, no. 1 (March 2025): 79–90. https://doi.org/10.59966/joape.v2i1.1787.

Pan, Qingna, Jincheng Zhou, Duo Yang, Dingpu Shi, Dan Wang, Xiaohong Chen, and Jiu Liu. “Mapping Knowledge Domain Analysis in Deep Learning Research of Global Education.” Sustainability 15, no. 4 (January 2023): 3097. https://doi.org/10.3390/su15043097.

Papadopoulou, Konstantina, Nektaria Palaiologou, and Zoe Karanikola. “Insights into Teachers’ Intercultural and Global Competence within Multicultural Educational Settings.” Education Sciences 12, no. 8 (August 2022): 502. https://doi.org/10.3390/educsci12080502.

Purwasari, Dharma Ratna, Waston Waston, and Muh Nur Rochim Maksum. “Konsep Pendidikan Multikultural Dalam Pandangan James a Banks.” MODELING: Jurnal Program Studi PGMI 10, no. 2 (June 2023): 249–58. https://doi.org/10.69896/modeling.v10i2.1746.

Qoyyumillah, Nur Iffah, Siti Aminah, Nur Kholis, Muhammad Najib, Saeful Anam, and Mohd Sadad bin Mahmud. “Realizing Golden Indonesia: Islamic Education in Developing An Excellent Generation.” At-Tarbiyat: Jurnal Pendidikan Islam 8, no. 2 (June 2025). https://doi.org/10.37758/jat.88i2.24.

Rahman, Gohar. “Reconstructing Islamic Identity in Modern Times: A Narrative Review of Educational Reform and Intellectual Responses.” Sinergi International Journal of Islamic Studies 3, no. 1 (February 2025): 29–43. https://doi.org/10.61194/ijis.v3i1.708.

Ramdani, Acep Dani, and Nur Ainiyah. “Integration of Hadith Values in the Islamic Education Curriculum.” Al-Afkar, Journal For Islamic Studies 8, no. 3 (July 2025): 674–84. https://doi.org/10.31943/afkarjournal.v8i3.2311.

Ramdaniza, Suryadi, and Mohammad Sofwan Effendi. “Development of Multicultural Education Management Model (MMPM) in International Primary School.” Journal of Lifestyle and SDGs Review 5, no. 1 (February 2025): e05043–e05043. https://doi.org/10.47172/2965-730X.SDGsReview.v5.n01.pe05043.

R’boul, Hamza. “Alternative Theorizing of Multicultural Education: An Islamic Perspective on Interculturality and Social Justice.” Journal for Multicultural Education 15, no. 2 (July 2021): 213–24. https://doi.org/10.1108/JME-07-2020-0073.

Rohmah, Aisyah Nur Hidayatur, Imam Bahrozi, and Saed M. Adam. “Rethinking Religious Pluralism in Islamic Education: A Study on KH. Abdurrahman Wahid’s Perspective in Islamku, Islam Anda, Islam Kita.” Interdisciplinary Journal of Social Sciences 2, no. 1 (July 2025): 35–49.

Rohmah, Fitri Nur, and Akhamad Fauzi Sayuti. “EVALUATION OF TEACHER WELFARE IMPROVEMENT PROGRAM THROUGH PESANTREN HEALTH INSURANCE CIPP MODEL.” Jurnal Kajian Pendidikan Dan Psikologi 2, no. 2 (2024): 37–47.

Rohmah, Fitri Nur, and Akhmad Fauzi Sayuti. “INTEGRATION OF ECOLOGICAL PRINCIPLES IN THE PESANTREN SYSTEM: A STUDY OF SUSTAINABILITY AND ENVIRONMENTAL CONSERVATION PRACTICES IN ISLAMIC EDUCATION.” Molang: Journal Islamic Education 2, no. 2 (2024): 49–60.

Rosyad, Ali Miftakhu. “THE INTEGRATION OF ISLAMIC EDUCATION AND MULTICULTURAL EDUCATION IN INDONESIA.” Al-Afkar, Journal For Islamic Studies, January 30, 2020, 164–81. https://doi.org/10.31943/afkar_journal.v3i1.

Saleng, Syamsidar, Ishaq, and Eny Syatriana. “Global Trends in Local Wisdom-Based School Education: A Comprehensive Bibliometric Review (2009–2025).” Journal of Local Wisdom in Education 1, no. 1 (June 2025): 48–71. https://doi.org/10.26618/8fjph017.

Saud, Muhammad, Abdullah Ibrahim, and Asia Ashfaq. “Youth Revelation of Social Media on Multiculturalism and Cultural Integration in Indonesia.” Social Sciences & Humanities Open 11 (January 2025): 101626. https://doi.org/10.1016/j.ssaho.2025.101626.

Setyono, Budi, and Handoyo Puji Widodo. “The Representation of Multicultural Values in the Indonesian Ministry of Education and Culture-Endorsed EFL Textbook: A Critical Discourse Analysis.” Intercultural Education 30, no. 4 (July 2019): 383–97. https://doi.org/10.1080/14675986.2019.1548102.

Sultana, Dr A. Shahin. “21ST CENTURY SKILLS: A BIBLIOMETRIC ANALYSIS (2004-2024) .” SSRN Scholarly Paper 5248011. Rochester, NY: Social Science Research Network, January 1, 2025. https://doi.org/10.2139/ssrn.5248011.

Sunaji, Sunaji. “Multicultural Education as a Tool for Transforming Power and Knowledge Towards Global Civilization.” Proceedings of International Conference on Research and Community Services 4, no. 1 (April 2025): 302–13.

Syifa, Walina. “Integrasi Pendidikan Agama Islam Dan Budaya Lokal Sebagai Pendekatan Strategis Untuk Meningkatkan Relevansi Dan Efektivitas Pendidikan Agama Di Masyarakat.” Al-Ijtima’i : Jurnal Pengabdian Masyarakat 1, no. 2 (December 2024): 149–72.

Treve, Mark. “Pluralism and the Culture of Education in Thailand: A Bibliometric Analysis.” Policy Futures in Education, SAGE Publications, February 27, 2025, 14782103251323089. https://doi.org/10.1177/14782103251323089.

Yanuarti, Eka, Asri Karolina, and Devi Purnama Sari. “Peran pemerintah dalam mencegah tindakan radikalisme melalui pendidikan multikultural.” Potensia: Jurnal kependidikan Islam 5, no. 2 (2019): 2.

Zaluchu, Sonny Eli, Priyantoro Widodo, and Agus Kriswanto. “Conceptual Reconstruction of Religious Moderation in the Indonesian Context Based on Previous Research: Bibliometric Analysis.” Social Sciences & Humanities Open 11 (January 2025): 101552. https://doi.org/10.1016/j.ssaho.2025.101552.

Zhao, Caihong. “Using Deep Learning Approaches to Optimize Cross-Cultural Management and Global Human Resource Allocation.” Human Systems Management, SAGE Publications, June 17, 2025, 01672533251350855. https://doi.org/10.1177/01672533251350855.

Zuo, Ruijia, Li Wenling, and Zhang Xuemei. “Augmented Reality and Student Motivation: A Systematic Review (2013-2024).” Journal of Computers for Science and Mathematics Learning 2, no. 1 (February 2025): 38–52. https://doi.org/10.70232/jcsml.v2i1.23.

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Published

2025-11-25

How to Cite

Mo’tasim, M., Mustafa, S., Maksum, M., Ma’ruf , A., & Verawati, E. (2025). Integrating Islamic Epistemology, Cultural Context, and Deep Learning for Multicultural Islamic Education: a Thematic Literature Review . FIKROTUNA: Jurnal Pendidikan Dan Manajemen Islam, 14(2), 316–335. https://doi.org/10.32806/jf.v14i2.1232