Artificial Intelligence in Islamic Religious Education: A PRISMA-Based Review and the SEI-CHAT Framework
DOI:
https://doi.org/10.58524/oler.v6i1.993Keywords:
Artificial Intelligence, Islamic Religious Education, Cultural- Historical Activity Theory, Epistemological Contradiction, Digital TheologyAbstract
Although Artificial Intelligence (AI) has been rapidly integrated into contemporary education, little scholarly attention has been paid to its implications on the epistemological, theological, and cultural foundations of Islamic Religious Education (IRE). This study aims to systematically analyze the implementation patterns, effects, and challenges of AI on IRE learning in the digital age. This study was conducted through a Systematic Literature Review (SLR) method by using Publish or Perish software to retrieve relevant articles from Scopus, Web of Science, Semantic Scholar, and Google Scholar databases on 01 August 2025, using the Boolean search query: ("Islamic Education" OR "Islamic Religious Education") AND ("Artificial Intelligence" OR "AI") AND ("Learning" OR "Digital Learning"). This study found that, overall, AI was used to facilitate personalized learning, feedback, and adaptive digital learning platforms, promoting students’ engagement in IRE learning. However, its potential effectiveness was dependent on pedagogical considerations, teachers’ digital literacy, and institutions’ readiness. This study identified challenges related to its implementation, including ethical considerations, tensions between algorithmic knowledge and religious authority, and technological disparities. This study introduces a new theoretical framework, namely, the Sixth-Element Islamic Cultural-Historical Activity Theory (SEI-CHAT) with a normative-epistemological element, focusing on the relationship between Naqli-Aqli knowledge
References
Abdillah, N., Hidayati, R., Kholis, N., & Najib, M. (2025). Digital transformation in Islamic religious education learning: A study of theory and implementation in schools. International Journal of Educational and Psychological Sciences, 3(4), 351–366. https://doi.org/10.59890/ijeps.v3i4.76
Abulibdeh, A., Zaidan, E., & Abulibdeh, R. (2024). Navigating the confluence of artificial intelligence and education for sustainable development in the era of Industry 4.0: Challenges, opportunities, and ethical dimensions. Journal of Cleaner Production, 437, Article 140527. https://doi.org/10.1016/j.jclepro.2023.140527
Ahmad, Z. A., Rohman, A. T. H., Rini, D. K., Khoiriyah, & Judijanto, L. (2025). The role of artificial intelligence in enhancing pedagogical methods in modern Islamic education. Journal of Hunan University Natural Sciences, 52(6), 1–12. https://doi.org/10.55463/issn.1674-2974.52.6.9
Akem, U., Hamdan, N. M., Iskandar, M. Y., Efendi, E., & Halimahturrafiah, N. (2025). Digital technology in Quranic learning: Opportunities and challenges. Journal of Quranic Teaching and Learning, 1(2), 49–64.
Amaly, A. M., Ruswandi, U., Muhammad, G., & Erihadiana, M. (2022). PAI (Islamic Religious Education) teacher in facing the millennial era challenges. Tadzkiyyah: Jurnal Pendidikan Islam, 13(1), 47–62. https://doi.org/10.24042/atjpi.v13i1.9438
AN, A. N., Rifai, A., Ali, M., Mustofa, T. A., Vambudi, V. N., Maksum, M. N. R., & Budihargo, M. U. (2025). SWOT analysis of AI integration in Islamic education: Cognitive, affective, and psychomotor impacts. Qubahan Academic Journal, 5(1), 476–503. https://doi.org/10.48161/qaj.v5n1a1498
Anandal, F., Dartim, D., & Yusutria, Y. (2024). The role of artificial intelligence in Islamic education for inclusive children. Iseedu: Journal of Islamic Educational Thoughts and Practices, 8(1), 41–46. https://doi.org/10.23917/iseedu.v8i1.8841
Arif, M., Aziz, M. K. N. A., & Ma’arif, M. A. (2025). A recent study on Islamic religious education teachers’ competencies in the digital age: A systematic literature review. Journal of Education and Learning, 19(2), 587–596. https://doi.org/10.11591/edulearn.v19i2.21311
As’ad, M. (2021). Adaptation into Islamic Education 4.0: An approach to redesigning a sustainable Islamic education in the post pandemic era. Akademika: Jurnal Pemikiran Islam, 26(1), 19–42. https://doi.org/10.32332/akademika.v26i1.3122
Asril, Z., Syafril, S., Engkizar, E., & Arifin, Z. (2023). Advancing educational practices: Implementation and impact of virtual reality in Islamic religious education. Jurnal Pendidikan Islam, 9(2), 199–210. https://doi.org/10.15575/jpi.v9i2.20567
Bakri, F. (2024). Artificial intelligence as a learning media for Islamic religious education in an effort to improve student learning outcomes at SMA Negeri 2 Sipora. DARUSSALAM: Scientific Journal of Islamic Education, 1(2), 62–68. https://doi.org/10.62945/darussalam.v1i2.237
Bukhari, M., & Wathan, S. (2022). Teacher career development law in the new normal era: A case study of public teacher development in Indonesia. Scientium Law Review, 1(1), 33–40. https://doi.org/10.56282/slr.v1i1.55
Chanda, A. (2025). Religion and technology: Ethical implications of integrating artificial intelligence into religious practice and experience. Indonesian Journal of Religion, Spirituality, and Humanity, 4(1), 25–54. https://doi.org/10.18326/ijoresh.v4i1.25-54
Chen, X., Zou, D., Xie, H., Cheng, G., & Liu, C. (2022). Two decades of artificial intelligence in education: Contributors, collaborations, research topics, challenges, and future directions. Educational Technology & Society, 25(1), 28–47. https://doi.org/10.1007/s10639-022-11209-y
Darmu’in, Nasikhin, Darnoto, Maarif, M. A., Sofanudin, A., & Haryanto, J. T. (2025). Perceived barriers to ChatGPT integration in Islamic studies education: Insights from Malaysian international students in Indonesia. Journal of International Students, 15(11), 141–164. https://doi.org/10.32674/h99a4p06
Djazilan, M. S., Rulyansah, A., & Rihlah, J. (2024). Why AI is essential for the future of Islamic education: A call for ethical and effective implementation. EDUKASIA: Jurnal Pendidikan Dan Pembelajaran, 5(2), 201–216. https://doi.org/10.62775/edukasia.v5i2.1373
Ejjami, R. (2024). The future of learning: AI-based curriculum development. International Journal for Multidisciplinary Research, 6(4), 1–31. https://doi.org/10.36948/ijfmr.2024.v06i04.24441
Engeström, Y. (2001). Expansive learning at work: Toward an activity theoretical reconceptualization. Journal of Education and Work, 14(1), 133–156. https://doi.org/10.1080/13639080020028747
Engeström, Y. (2014). Learning by expanding: An activity-theoretical approach to developmental research. Cambridge University Press. https://doi.org/10.1017/CBO9781139814744
Engkizar, E., Jaafar, A., Alias, M. F. B., Guspita, R., & Albizar, A. (2025). Utilisation of artificial intelligence in Quranic learning: Innovation or threat? Journal of Quranic Teaching and Learning, 1(2), 1–17.
Engkizar, E., Jaafar, A., Hamzah, M. I., Langputeh, S., Rahman, I., & Febriani, A. (2025). Analysis problems of Quranic education teachers in Indonesia: A systematic literature review. International Journal of Islamic Studies Higher Education, 4(2), 92–108.
Ezzaim, A., Dahbi, A., Aqqal, A., & Haidine, A. (2025). AI-based learning style detection in adaptive learning systems: A systematic literature review. Journal of Computers in Education, 12(3), 731–769. https://doi.org/10.1007/s40692-024-00328-9
Fahmi, A. N., Yusuf, M., & Muchtarom, M. (2021). Integration of technology in learning activities: E-module on Islamic religious education learning for vocational high school students. Journal of Education Technology, 5(2), 282–290. https://doi.org/10.23887/jet.v5i2.35313
Faizin, N., Alfan, M., Basid, A., Ramadhan, M. R., Panatik, S. A., & Kawakip, A. N. (2025). Muslim students’ acceptance of artificial intelligence in Islamic religious education: An extended TAM approach. Discover Education, 4(1), Article 304. https://doi.org/10.1007/s44217-025-00767-1
Fitria, T. N. (2023). The use of artificial intelligence in education (AIEd): Can AI replace the teacher’s role? Epigram, 20(2), 165–187. https://doi.org/10.32722/epi.v20i2.5711
Fletcher, J. D., Tobias, S., & Wisher, R. A. (2007). Learning anytime, anywhere: Advanced distributed learning and the changing face of education. Educational Researcher, 36(2), 96–102. https://doi.org/10.3102/0013189X07300034
García-Peñalvo, F. J. (2023). The perception of artificial intelligence in educational contexts after the launch of ChatGPT: Disruption or panic? Education in the Knowledge Society (EKS), 24, Article e31279. https://doi.org/10.14201/eks.31279
George, D. A. S., Baskar, D. T., & Srikaanth, D. P. B. (2024). The erosion of cognitive skills in the technological age: How reliance on technology impacts critical thinking, problem-solving, and creativity. Partners Universal Innovative Research Publication, 2(3), 147–163.
Haidar, M. A., Hasanah, M., & Maarif, M. A. (2022). Educational challenges to human resource development in Islamic education institutions. Munaddhomah: Jurnal Manajemen Pendidikan Islam, 3(4), 366–377. https://doi.org/10.31538/munaddhomah.v3i4.309
Hakim, A., & Anggraini, P. (2023). Artificial intelligence in teaching Islamic studies: Challenges and opportunities. Molang: Journal Islamic Education, 1(02), 57–69. https://doi.org/10.32806/jm.v1i2.619
Hasanah, U., Khairunnisa, R., Della, D. A., & Attamimi, T. A. (2024). Opportunities, challenges and ethics of artificial intelligence implementation in teaching Islamic religious education in public universities: A case study in South Kalimantan. JMPI: Jurnal Manajemen, Pendidikan Dan Pemikiran Islam, 2(2), 144–154. https://doi.org/10.71305/jmpi.v2i2.92
Hayuningsih, R. D. (2024). Improving student learning outcomes with the assistance of artificial intelligence in Islamic education learning. KOGNITIF: Jurnal Ilmiah Pendidikan Dan Keguruan, 1(1), 75–85.
Hendra, Anwar, S., Arifin, S., & Haris, A. (2025). The future of Islamic religious education in Society 5.0. Journal of Islamic Education, 10(1), 1–14. https://doi.org/10.52615/jie.v10i1.358
Hidayatullah, A. S., Sholikah, M., & Abidin, Z. (2025). Utilization of artificial intelligence in Islamic religious education: A case study of Darul Hikmah Islamic Boarding School. Journal of English Language and Education, 10(2), 532–540. https://doi.org/10.31004/jele.v10i2.767
Hikmah, A. (2024). The use of artificial intelligence-based PowerPoint media to improve student learning outcomes in Islamic religious education learning. KOGNITIF: Jurnal Ilmiah Pendidikan Dan Keguruan, 1(2), 34–42.
Holmes, W., & Porayska-Pomsta, K. (2023). The ethics of artificial intelligence in education. In The ethics of artificial intelligence in education (pp. 621–653). Routledge. https://doi.org/10.58863/20.500.12424/4276068
Holstein, K., McLaren, B. M., & Aleven, V. (2018). Student learning benefits of a mixed-reality teacher awareness tool in AI-enhanced classrooms. In C. Penstein Rosé, R. Martínez-Maldonado, H. U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, B. McLaren, & B. du Boulay (Eds.), Artificial intelligence in education (pp. 154–168). Springer. https://doi.org/10.1007/978-3-319-93843-1_12
Huang, L. (2023). Ethics of artificial intelligence in education: Student privacy and data protection. Science Insights Education Frontiers, 16(2), 2577–2587. https://doi.org/10.15354/sief.23.re202
Huda, M., Arif, M., Rahim, M. M. A., & Anshari, M. (2024). Islamic religious education learning media in the technology era: A systematic literature review. At-Tadzkir: Islamic Education Journal, 3(2), 83–103. https://doi.org/10.59373/attadzkir.v3i2.62
Ibrahim, M., Islam, S., Zohriah, O., & Azid, M. (2024). Addressing contemporary ethical and moral issues through Islamic education. Journal on Islamic Studies, 1(1), 36–51. https://doi.org/10.35335/kbbzar83
Idris, M., Bin Tahir, S. Z., Wilya, E., Yusriadi, Y., & Sarabani, L. (2022). Availability and accessibility of Islamic religious education elementary school students in non-Muslim base areas, North Minahasa, Indonesia. Education Research International, 2022, 1–11. https://doi.org/10.1155/2022/6014952
Ilma’Nun, L., Mohtarom, A., Marzuki, A., & Lawal, U. S. (2025). The integration of artificial intelligence as a teacher’s partner in Islamic religious education learning. Journal of Islamic Education Research, 6(2), 145–162. https://doi.org/10.35719/jier.v6i2.473
Jamalullel, J., & Nasehudin, N. (2025). Effectiveness of digital-based Islamic religious education in Society 5.0. Research Horizon, 5(4), 1197–1208. https://doi.org/10.54518/rh.5.4.2025.712
Ju, Q. (2023). Experimental evidence on negative impact of generative AI on scientific learning outcomes (arXiv:2311.05629). arXiv. https://doi.org/10.21203/rs.3.rs-3371292/v1
Kahfi, N. S., Reyza, F. A., Arrosikha, M., Nasrullah, M., & Aisyah, N. H. (2025). Artificial intelligence in Islamic religious education: Balancing learning efficiency and safeguarding spiritual integrity in Indonesian higher education. INJECT (Interdisciplinary Journal of Communication), 10(1), 643–660. https://doi.org/10.18326/inject.v10i1.4325
Kamalov, F., Santandreu Calonge, D., & Gurrib, I. (2023). New era of artificial intelligence in education: Towards a sustainable multifaceted revolution. Sustainability, 15(16), Article 12451. https://doi.org/10.3390/su151612451
Kamaludin, F. S., & Purnama, T. S. (2021). Religious moderation strategy in the virtual era and its implication to improving the quality of education. Jurnal Pendidikan Islam, 7(2), 205–216. https://doi.org/10.15575/jpi.v7i2.14944
Kardi, K., Basri, H., Suhartini, A., & Meliani, F. (2023). Challenges of online boarding schools in the digital era. At-Tadzkir: Islamic Education Journal, 2(1), 37–51. https://doi.org/10.59373/attadzkir.v2i1.13
Kosasih, E., Islamy, M. R. F., & Wiwaha, R. S. (2024). Artificial intelligence in the era of Society 5.0: Compromising technological innovation through the Wasathiyyah approach within the framework of Islamic law. Al-Istinbath: Jurnal Hukum Islam, 9(2), 519–540. https://doi.org/10.29240/jhi.v9i2.9596
Kumar, D., Haque, A., Mishra, K., Islam, F., Kumar Mishra, B., & Ahmad, S. (2023). Exploring the transformative role of artificial intelligence and metaverse in education: A comprehensive review. Metaverse Basic and Applied Research, 2, Article 21. https://doi.org/10.56294/mr202355
Liu, Y., Chen, L., & Yao, Z. (2022). The application of artificial intelligence assistant to deep learning in teachers’ teaching and students’ learning processes. Frontiers in Psychology, 13, Article 929175. https://doi.org/10.3389/fpsyg.2022.929175
Louis, M., & ElAzab, M. (2023). Will AI replace teacher? International Journal of Internet Education, 22(2), 9–21. https://doi.org/10.21608/ijie.2023.312491
Mahmudulhassan, M., Muthoifin, M., & Begum, S. (2024). Artificial intelligence in multicultural Islamic education: Opportunities, challenges, and ethical considerations. Solo Universal Journal of Islamic Education and Multiculturalism, 2(01), 19–26. https://doi.org/10.61455/sujiem.v2i01.114
Mahrusah, L. (2025). Artificial intelligence for da’wah: Investigating AI applications in promoting Ibn Arabi’s Sufism in the digital age. Jariyah: Journal of Philanthropy and Community Services, 1(1), 23–32.
Mao, J., Chen, B., & Liu, J. C. (2024). Generative artificial intelligence in education and its implications for assessment. TechTrends, 68(1), 58–66. https://doi.org/10.1007/s11528-023-00911-4
Meriyati, M., Sampurna, A., Pratama, A., Bagaskara, F. R., Rahmah, F., Jatmiko, A., & Amriyah, C. (2025). The role of artificial intelligence (AI) in Islamic religious education learning: Solution or challenge? Ensiklopedia: Jurnal Pendidikan Dan Inovasi Pembelajaran Saburai, 5(1), 83–89. https://doi.org/10.24967/esp.v5i01.4030
Mohamad, N. H. M., & Ismail, N. I. (2024). Islamic education and artificial intelligence: Does is required? International Journal of Islamic Theology & Civilization, 2(3), 1–9.
Murad, I. A., Khaleel, M. I., & Shakor, M. Y. (2024). Unveiling GPT-4o: Enhanced multimodal capabilities and comparative insights with ChatGPT-4. International Journal of Electronics and Communications Systems, 4(2), 127–136. https://doi.org/10.24042/ijecs.v4i2.25079
Muslim, M. (2024). Internalizing digital technology in Islamic education. Scaffolding: Jurnal Pendidikan Islam Dan Multikulturalisme, 6(3), 180–197. https://doi.org/10.37680/scaffolding.v6i3.6309
Mustapha, R., & Malkan, S. N. A. (2025). Maqasid Al-Shariah in the AI era: Balancing innovation and Islamic ethical principles. International Journal of Islamic Theology & Civilization, 3(3), 1–21.
Mustoip, S., Ghozali, M. I. A., Lestari, D., Dz, A., Damayanti, I., & Mehir, S. (2024). Implementation of artificial intelligence in Islamic religious education learning at Madrasah Ibtidaiyah. Eduprof: Islamic Education Journal, 6(1), 268–282. https://doi.org/10.47453/eduprof.v6i1.268
Nadim, M. A., & Di Fuccio, R. (2025). Unveiling the potential: Artificial intelligence’s negative impact on teaching and research considering ethics in higher education. European Journal of Education, 60(1), Article e12929. https://doi.org/10.1111/ejed.12929
Nasaruddin, A. H., & Ladiqi, S. (2023). Digital-based Islamic Religious Education (IRE) learning model at senior high school. Indonesian Journal of Islamic Education Studies (IJIES), 6(1), 79–92. https://doi.org/10.33367/ijies.v6i1.3525
Naseeb, A. (2024). Artificial intelligence in education: Transformative innovations for 21st-century learning. AI EDIFY Journal, 1(1), 37–48.
Nasikin, M., Abzar, M., & Afandi, N. K. (2024). Strengthening Islamic religious education teacher competencies in the Society 5.0 era: Challenges and interventions. Al-Ishlah: Jurnal Pendidikan, 16(3), 3691–3703. https://doi.org/10.35445/alishlah.v16i3.5728
Nasir, K., Zaman, R. K., Hilmi, A. B. A., Mahadzir, A. H., & Mustaffa, A. M. (2025). Artificial intelligence integration in mobile applications: Innovation and challenges in supporting Quran memorization and review. Quranica: International Journal of Quranic Research, 17(2), 612–645.
Nguyen, A., Ngo, H. N., Hong, Y., Dang, B., & Nguyen, B.-P. T. (2023). Ethical principles for artificial intelligence in education. Education and Information Technologies, 28(4), 4221–4241. https://doi.org/10.1007/s10639-022-11316-w
Norman, E., Pahlawati, E., Siregar, M. L., & Damayanthy, D. (2025). Digital transformation of Islamic education: AI, gamification, and pedagogical adaptation for Generation Z. Medina-Te: Jurnal Studi Islam, 21(1), 37–49. https://doi.org/10.19109/medinate.v21i1.27952
Owan, V. J., Abang, K. B., Idika, D. O., Etta, E. O., & Bassey, B. A. (2023). Exploring the potential of artificial intelligence tools in educational measurement and assessment. Eurasia Journal of Mathematics, Science and Technology Education, 19(8), Article em2307. https://doi.org/10.29333/ejmste/13428
Paek, S., & Kim, N. (2021). Analysis of worldwide research trends on the impact of artificial intelligence in education. Sustainability, 13(14), Article 7941. https://doi.org/10.3390/su13147941
Paiva, R., & Bittencourt, I. I. (2020). Helping teachers help their students: A human-AI hybrid approach. In I. I. Bittencourt, M. Cukurova, K. Muldner, R. Luckin, & E. Millán (Eds.), Artificial intelligence in education (pp. 448–459). Springer International Publishing. https://doi.org/10.1007/978-3-030-52237-7_36
Pandia, W., Lee, S., & Khan, S. (2024). The fundamentals of Islamic religious education in inclusive schools meet special needs children’s PAI issues. Assyfa Journal of Islamic Studies, 2(1), 77–86. https://doi.org/10.61650/ajis.v2i1.322
Parlina, S., & Hudaya, A. (2024). Integrating AI: Societal and educational transformations among Muslim youth. Mahajana: Journal of Social Sciences and Humanities, 1(1), 1–12.
Pham, S. T. H., & Sampson, P. M. (2022). The development of artificial intelligence in education: A review in context. Journal of Computer Assisted Learning, 38(5), 1408–1421. https://doi.org/10.1111/jcal.12687
Plakias, S., Armatas, V., & Giakas, G. (2025). Inswing or outswing corner kicks? A meta-analysis of offensive outcomes in professional soccer. Journal of Coaching and Sports Science, 4(2), 47–57. https://doi.org/10.58524/jcss.v4i2.730
Putri, L. A., Rohmah, A. N. B., & Kartikasari, V. (2024). Exploring the potential of multi-AI (Artificial Intelligence) integration as an Islamic education learning media instrument. Fenomena, 16(2), 75–90. https://doi.org/10.21093/fj.v16i2.9557
Rafida, T., Suwandi, S., & Ananda, R. (2024). EFL students’ perception in Indonesia and Taiwan on using artificial intelligence to enhance writing skills. Jurnal Ilmiah Peuradeun, 12(3), 987–1016. https://doi.org/10.26811/peuradeun.v12i3.1520
Raihanah, R., Fajrianti, S., Khuzaini, K., & Shaddiq, S. (2025). Islamic religious education learning strategies based on AI technology to improve Islamic understanding and character in the Society 5.0 era. At-Taklim: Jurnal Pendidikan Multidisiplin, 2(7), 599–611.
Ramdhani, D., & Hakiman, H. (2025). From digital learning to artificial intelligence: Enhancing autonomy among students of Islamic education. Journal of Educational Management and Instruction (JEMIN), 5(2), 319–334. https://doi.org/10.22515/jemin.v5i2.10221
Relmasira, S. C., & Donaldson, J. P. (2025). Deep learning pedagogies enhance AI literacy in elementary students: A five-cycle implementation study. Online Learning In Educational Research (OLER), 5(1), 143–154. https://doi.org/10.58524/oler.v5i1.720
Rogers, G. (2011). Learning‐to‐learn and learning‐to‐teach: The impact of disciplinary subject study on student‐teachers’ professional identity. Journal of Curriculum Studies, 43(2), 249–268. https://doi.org/10.1080/00220272.2010.521262
Roll, I., & Wylie, R. (2016). Evolution and revolution in artificial intelligence in education. International Journal of Artificial Intelligence in Education, 26(2), 582–599. https://doi.org/10.1007/s40593-016-0110-3
Saiddaeni, S. (2024). The use of artificial intelligence in digital era learning for Islamic education teachers facing Generation Z. International Journal of Science and Applied Science: Conference Series, 8(1), 56–66. https://doi.org/10.20961/ijsascs.v7i2.96731
Salim, M. A., & Aditya, R. B. (2025). Integration of artificial intelligence in Islamic education: Trends, methods, and challenges in the digital era. Journal of Modern Islamic Studies and Civilization, 3(01), 74–89. https://doi.org/10.59653/jmisc.v3i01.1368
Salim, M. A., & Habibi, F. (2025). AI ChatGPT based Islamic religious education to enhance students’ critical thinking and moral reasoning. Islamika: Jurnal Keislaman Dan Ilmu Pendidikan, 7(4), 716–729. https://doi.org/10.36088/islamika.v7i4.5915
Sánchez-Prieto, J. C., Cruz-Benito, J., Therón Sánchez, R., & García-Peñalvo, F. J. (2020). Assessed by machines: Development of a TAM-based tool to measure AI-based assessment acceptance among students. International Journal of Interactive Multimedia and Artificial Intelligence, 6(4), 80–87. https://doi.org/10.9781/ijimai.2020.11.009
Santoso, B., Rofiq, A., Hidayati, N., Fauzi, M. N., & Aimah, S. (2024). The improvement of artificial intelligence in religious education and moral achievement. Education and Sociedad Journal, 1(2), 94–104. https://doi.org/10.61987/edsojou.v1i2.636
Secundo, G., Spilotro, C., Gast, J., & Corvello, V. (2025). The transformative power of artificial intelligence within innovation ecosystems: A review and a conceptual framework. Review of Managerial Science, 19(9), 2697–2728. https://doi.org/10.1007/s11846-024-00828-z
Setiawan, H. R., Limbong, I. E., Hasan, I., Prayogi, A., & Chakireen, C. (2025). Utilization of artificial intelligence to enhance the quality of Islamic education learning at Islamic boarding school Hatyai, Thailand. Maslahah: Jurnal Pengabdian Masyarakat, 6(1), 111–123.
Shah, S. S., & Asad, M. M. (2024). Impact of critical thinking approach on learners’ dependence on innovative transformation through artificial intelligence. In M. D. Lytras, A. Alkhaldi, S. Malik, A. C. Serban, & T. Aldosemani (Eds.), The evolution of artificial intelligence in higher education: Challenges, risks, and ethical considerations (pp. 165–184). Emerald Publishing Limited. https://doi.org/10.1108/978-1-83549-486-820241010
Shofiyyah, N. A., Lesmana, O., & Tohari, H. (2024). Metamorphosis of Islamic religious education learning method: Classic approach converted by artificial intelligence (AI). Jurnal Pendidikan: Riset Dan Konseptual, 8(2), 265–275. https://doi.org/10.28926/riset_konseptual.v8i2.998
Singh, S. V., & Hiran, K. K. (2022). The impact of AI on teaching and learning in higher education technology. Journal of Higher Education Theory & Practice, 22(13), 135–148. https://doi.org/10.33423/jhetp.v22i13.5514
Siregar, H. S., Nurhamzah, N., Munir, M., & Fikri, M. (2025). Enhancing Islamic education through technology integration: A study of teaching practices in Indonesia. Jurnal Ilmiah Peuradeun, 13(2), 959–986. https://doi.org/10.26811/peuradeun.v13i2.1875
Sodiq, J., Umam, M. F., Qadafi, M. A. A., & Mustaghfirin, M. (2024). Islamic religious education learning strategy in facing the era of Industrial Revolution 4.0 innovation and adaptation for the millennial generation. Civic Engagement and Social Education Journal, 1(1), 102–115.
Stahl, B. C., & Wright, D. (2018). Ethics and privacy in AI and big data: Implementing responsible research and innovation. IEEE Security & Privacy, 16(3), 26–33. https://doi.org/10.1109/MSP.2018.2701164
Sulaiman, M., Susanti, S. S., Aini, N., Wahyudi, F. S., & Asy’arie, B. F. (2024). Analysis of Islamic religious education (PAI) problems and solutions in facing the development of the 21st century. JIIP: Jurnal Ilmiah Ilmu Pendidikan, 7(4), 4256–4267. https://doi.org/10.54371/jiip.v7i4.4321
Syahrizal, S., Yasmi, F., & Mary, T. (2024). AI-enhanced teaching materials for education: A shift towards digitalization. International Journal of Religion, 5(1), 203–217. https://doi.org/10.61707/j6sa1w36
Syukri, M. D. A., Sapiudin, S., & Rosyad, A. (2025). Integrating modern technology in Islamic religious education: Challenges and opportunities for teachers. The Journal of Academic Science, 2(4), 1148–1156.
Syukur, F., Maghfurin, A., Marhamah, U., & Jehwae, P. (2024). Integration of artificial intelligence in Islamic higher education: Comparative responses between Indonesia and Thailand. Nazhruna: Jurnal Pendidikan Islam, 7(3), 531–553. https://doi.org/10.31538/nzh.v7i3.13
Tang, K. H. D. (2024). Implications of artificial intelligence for teaching and learning. Acta Pedagogia Asiana, 3(2), Article 2. https://doi.org/10.53623/apga.v3i2.404
van den Berg, G., & du Plessis, E. (2023). ChatGPT and generative AI: Possibilities for its contribution to lesson planning, critical thinking and openness in teacher education. Education Sciences, 13(10), Article 998. https://doi.org/10.3390/educsci13100998
Vargas-Murillo, A. R., Pari-Bedoya, I. N. M. A., & Guevara-Soto, F. J. (2023). The ethics of AI assisted learning: A systematic literature review on the impacts of ChatGPT usage in education. Proceedings of the 2023 8th International Conference on Distance Education and Learning (ICDEL ’23), 8–13. https://doi.org/10.1145/3606094.3606101
Wako, W., & Anne, D. C. (2022). The dark side of artificial intelligence: The negative effects on learning. Edith Cowan Journal of Information and Technology, 1(1), 1–7.
Wang, S., Wang, F., Zhu, Z., Wang, J., Tran, T., & Du, Z. (2024). Artificial intelligence in education: A systematic literature review. Expert Systems with Applications, 252, Article 124167. https://doi.org/10.1016/j.eswa.2024.124167
Wati, E., Samsudin, A., Saepuzaman, D., & Sozbilir, M. (2025). Trend of applying the conceptual change model in physics learning: Systematic literature review. Jurnal Ilmiah Pendidikan Fisika Al-Biruni, 14(1), 131–143. https://doi.org/10.24042/jipfalbiruni.v14i1.26130
Wedi, A., Mardiana, D., & Umiarso. (2025). Digital transformation model of Islamic religious education in the AI era: A case study of Madrasah Aliyah in East Java, Indonesia. International Journal of Learning, Teaching and Educational Research, 24(8), 842–863. https://doi.org/10.26803/ijlter.24.8.37
Younas, M., El-Dakhs, D. A. S., & Noor, U. (2025). The impact of artificial intelligence-based learning tools in academic innovation: A review of DeepSeek, GPT, and Gemini (2020–2025). Frontiers in Education, 10, Article 1689205. https://doi.org/10.3389/feduc.2025.1689205
Zainuddin, Z., Misbah, M., Mastuang, M., Qamariah, Q., Amiruddin, M. Z. B., & Rahman, N. F. A. (2025). Mapping a decade of research on artificial intelligence and augmented reality in physics education: A bibliometric analysis (2016–2025). Online Learning In Educational Research (OLER), 5(2), 537–557. https://doi.org/10.58524/oler.v5i2.901
Zubairi, Z., & Nurdin, N. (2022). The challenges of Islamic religious education in the industrial revolution 4.0. Scaffolding: Jurnal Pendidikan Islam Dan Multikulturalisme, 4(3), 386–396. https://doi.org/10.37680/scaffolding.v4i3.2120
Zuhriyeh, S., Ali, M., & Hidayat, A. (2025). Digital transformation of Islamic education: An artificial intelligence-based teaching module development study. Edunesia: Jurnal Ilmiah Pendidikan, 6(2), 1113–1126. https://doi.org/10.51276/edu.v6i2.1255
Zulkifli, Z., Rosadi, K., Susanti, A., & Yusnita, E. (2024). Technology and learning media in Islamic religious education. Permata: Jurnal Pendidikan Agama Islam, 5(1), 175–194. https://doi.org/10.47453/permata.v5i1.2003
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