Digital Knowledge Systems and Islamic Epistemology: Artificial Intelligence Adoption in Pesantren Education

  • Yeni Tri Nur Rahmawati IAI At-Taqwa Bondowoso
  • Hamdanah Hamdanah Universitas Islam Jember
  • Suheri Suheri IAI At-Taqwa Bondowoso
  • Wildan Miftahussurur Institut KH Yazid Karimullah
Keywords: Artificial Intelligence;, Islamic Epistemology, Pesantren Education

Abstract

The integration of artificial intelligence (AI) into educational systems has accelerated the transformation of knowledge production, access, and governance across institutional settings. While extensive research has examined the technological and pedagogical impacts of AI in education, limited studies have explored how AI adoption interacts with educational institutions grounded in religious epistemological traditions. This study investigates the dynamics of digital knowledge systems, Islamic epistemology, and artificial intelligence adoption in pesantren education. The research focuses on how AI technologies are implemented in learning and administrative processes, how they influence patterns of knowledge accessibility, and how institutional governance responds to the emergence of algorithmically mediated knowledge environments. Using a qualitative institutional approach, data were collected through interviews, document analysis, and field observations in selected pesantren institutions undergoing digital transformation. The findings indicate that AI adoption enhances learning accessibility, instructional efficiency, and administrative effectiveness while simultaneously generating a hybrid knowledge environment in which digital information systems coexist with teacher-centered interpretive authority. The study highlights that sustainable AI integration depends on leadership commitment, governance frameworks, and digital literacy development to ensure responsible and context-sensitive technology utilization.

Downloads

Download data is not yet available.

References

Abidin, Z. (2020). Educational Management of Pesantren in Digital Era 4.0. Jurnal Pendidikan Agama Islam, 17(2), 203–216. https://doi.org/10.14421/jpai.2020.172-07

Abuzar, M., Mahmudulhassan, & Khondoker, S. U. A. (2024). Ethical Curriculum Development: Insights From Islamic Epistemology Towards Sustainable Development Goals (SDGs). Profetika: Jurnal Studi Islam, 25(02), 273–286. https://doi.org/10.23917/profetika.v25i02.7306

Achmadin, B. Z., Kawakip, A. N., Nafis, M. M., Barizi, A., Asrori, M., & Amrullah, A. M. K. (2024). The Future of Pesantren: Reconciling Tradition with Global Educational Trends. Jurnal Pendidikan Agama Islam (Journal of Islamic Education Studies), 12(2), 197–222. https://doi.org/10.15642/jpai.2024.12.2.197-222

Ahmad, H. M. T. (1998). Revelation, Rationality, Knowledge & Truth. Islam International Publications Ltd.

Ahn, M. J., & Chen, Y.-C. (2022). Digital transformation toward AI-augmented public administration: The perception of government employees and the willingness to use AI in government. Government Information Quarterly, 39(2), 101664. https://doi.org/10.1016/j.giq.2021.101664

Akgun, S., & Greenhow, C. (2022). Artificial Intelligence in Education: Addressing Ethical Challenges in K-12 Settings. Ai and Ethics, 2(3), 431–440. https://doi.org/10.1007/s43681-021-00096-7

Akour, M., & Alenezi, M. (2022). Higher Education Future in the Era of Digital Transformation. Education Sciences, 12(11). https://doi.org/10.3390/educsci12110784

Ali, A. M., & Halim, F. (2023). The Role of Pesantren and Its Literacy Culture in Strengthening Moderate Islam in Indonesia. Edukasia Islamika, 8(2), 205–226. https://doi.org/10.28918/jei.v8i2.1729

Anam, S., Wahidmurni, W., Ulum, M. S., Widiyanto, W., Ulum, M., & Barizi, A. (2025). Impact of Learning Discipline on Students’ Qur’an Memorization Achievement. AL-ISHLAH: Jurnal Pendidikan, 17(1), 1016–1025. https://doi.org/10.35445/alishlah.v17i1.6069

Armstrong, P. B. (2017). Conflicting Readings: Variety and Validity in Interpretation. UNC Press Books.

Ateeq, A., Alzoraiki, M., Milhem, M., & Ateeq, R. A. (2024). Artificial intelligence in education: Implications for academic integrity and the shift toward holistic assessment. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1470979

Billi, M., & Labraña, J. (2025). Is AI a functional equivalent to expertise in organizations and decision-making? Opportunities and pitfalls for AI in the context of just transitions. Frontiers in Artificial Intelligence, 8. https://doi.org/10.3389/frai.2025.1571698

Bilyalova, A. A., Salimova, D. A., & Zelenina, T. I. (2020). Digital Transformation in Education. In T. Antipova (Ed.), Integrated Science in Digital Age (pp. 265–276). Springer International Publishing. https://doi.org/10.1007/978-3-030-22493-6_24

Birkstedt, T., Minkkinen, M., Tandon, A., & Mäntymäki, M. (2023). AI governance: Themes, knowledge gaps and future agendas. Internet Research, 33(7), 133–167. https://doi.org/10.1108/INTR-01-2022-0042

Budiharso, T., Bakri, S., & Sujito, S. (2023). Transformation of Education System of the Pesantren in Indonesia from the Dutch Colony to Democratic Era. Journal of Social Studies Education Research, 14(4), 179–206.

Chaudhry, M. A., Cukurova, M., & Luckin, R. (2022). A Transparency Index Framework for AI in Education. In M. M. Rodrigo, N. Matsuda, A. I. Cristea, & V. Dimitrova (Eds), Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium (pp. 195–198). Springer International Publishing. https://doi.org/10.1007/978-3-031-11647-6_33

Clarence, S. (2016). Exploring the nature of disciplinary teaching and learning using Legitimation Code Theory Semantics. Teaching in Higher Education, 21(2), 123–137. https://doi.org/10.1080/13562517.2015.1115972

Creswell, J. W., & Creswell, J. D. (2017). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. SAGE Publications.

Darmini, A. M. M. (2021). Internet and the public sphere in the Indonesian Islamic boarding schools (Pondok Pesantren): Power, piety, and the popular [Phd, University of Warwick]. http://webcat.warwick.ac.uk/record=b3755522

DeLuca, C. (2011). Interpretive validity theory: Mapping a methodology for validating educational assessments. Educational Research, 53(3), 303–320. https://doi.org/10.1080/00131881.2011.598659

Demartini, C. G., Benussi, L., Gatteschi, V., & Renga, F. (2020). Education and Digital Transformation: The “Riconnessioni” Project. IEEE Access, 8, 186233–186256. https://doi.org/10.1109/ACCESS.2020.3018189

Dhofier, Z. (1982). Tradisi Pesantren: Studi Pandangan Hidup Kyai. LP3ES.

Floridi, L., & Cowls, J. (2022). A Unified Framework of Five Principles for AI in Society. In Machine Learning and the City (pp. 535–545). John Wiley & Sons, Ltd. https://doi.org/10.1002/9781119815075.ch45

Fullan, M. (2007). Leading in a Culture of Change. John Wiley & Sons.

Holmes, W., Persson, J., Chounta, I.-A., Wasson, B., & Dimitrova, V. (2022). Artificial intelligence and education: A critical view through the lens of human rights, democracy and the rule of law. Council of Europe.

Isti’anah, D., Salsabiilaa, S., Aprillia, S. D., Zaidan, D. M. D., & Kurniawan, A. (2025). Manajemen Kurikulum Pendidikan Islam Di Era Digital: Studi Kasus Pengelolaan Kurikulum Pondok Pesantren Imam Asy Syafi’i (PPIA) Banyuwangi. Al-I’tibar : Jurnal Pendidikan Islam, 12(2), 167–175. https://doi.org/10.30599/sfhgek07

Ja’far, A. (2019a). Literasi Digital Pesantren: Perubahan Dan Kontestasi. Islamic Review: Jurnal Riset Dan Kajian Keislaman, 8(1), 17–35. https://doi.org/10.35878/islamicreview.v8i1.156

Ja’far, A. (2019b). Literasi Digital Pesantren: Perubahan Dan Kontestasi. Islamic Review: Jurnal Riset Dan Kajian Keislaman, 8(1), 17–35. https://doi.org/10.35878/islamicreview.v8i1.156

Katyeudo, Oliveira, & Souza. (2022). Digital Transformation towards Education 4.0. Informatics in Education - An International Journal, 21(2), 283–309.

Klopov, I., Shapurov, O., & Voronkova, V. (2023). Digital Transformation of Education Based on Artificial Intelligence. TEM Journal, 12(4), 2625–2634.

Korol, A. D., & Vorotnitsky, Y. I. (2022a). Digital Transformation of Education and Challenges of the 21st Century. Vysshee Obrazovanie v Rossii = Higher Education in Russia, 31(6), 48–61. https://doi.org/10.31992/0869-3617-2022-31-6-48-61

Korol, A. D., & Vorotnitsky, Y. I. (2022b). Digital Transformation of Education and Challenges of the 21st Century. Vysshee Obrazovanie v Rossii = Higher Education in Russia, 31(6), 48–61. https://doi.org/10.31992/0869-3617-2022-31-6-48-61

Larsen, B. C. (2021). A Framework for Understanding AI-Induced Field Change: How AI Technologies are Legitimized and Institutionalized. Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, AIES ’21, 683–694. https://doi.org/10.1145/3461702.3462591

Ma’arif, S. (2018). Education as a Foundation of Humanity: Learning from the Pedagogy of Pesantren in Indonesia. Journal of Social Studies Education Research, 9(2), 104–123.

Maskanah, M., Adiyono, A., Muhammad, N., Al-Matari, A. S., & Waziroh, I. (2026). Beyond Digitalization: AI-Driven Administrative Management and Its Impact on School Quality Improvement. Muallimun: Jurnal Kajian Pendidikan Dan Keguruan, 6(1), 1–14. https://doi.org/10.23971/muallimun.v6i1.11137

Mhlanga, D. (2023). Digital Transformation in Education: Relevant Paradigms and Theories of Teaching and Learning in the Industry 4.0. In C. Kahraman & E. Haktanır (Eds), Intelligent Systems in Digital Transformation: Theory and Applications (pp. 453–470). Springer International Publishing. https://doi.org/10.1007/978-3-031-16598-6_19

Miles, M. B., & Huberman, A. M. (1994). Qualitative Data Analysis: An Expanded Sourcebook. SAGE.

Mohamed Hashim, M. A., Tlemsani, I., & Matthews, R. (2022). Higher education strategy in digital transformation. Education and Information Technologies, 27(3), 3171–3195. https://doi.org/10.1007/s10639-021-10739-1

Muzakky, R. M. R., Mahmuudy, R., & Faristiana, A. R. (2023). Transformasi Pesantren Menghadapi Era Revolusi Digital 4.0. ALADALAH: Jurnal Politik, Sosial, Hukum Dan Humaniora, 1(3), 241–255. https://doi.org/10.59246/aladalah.v1i3.371

Qoriah, R. D. N., Budianto, L., & Hidayat, F. M. A. (2024). Ai Integration In Islamic Boarding Schools: Perspectives From Teachers. International Seminar On Islamic Education & Peace, 4, 15–29.

Rusli, R., & Nurdin, N. (2022). Understanding Indonesia millennia Ulama online knowledge acquisition and use in daily fatwa making habits. Education and Information Technologies, 27(3), 4117–4140.

Selwyn, N. (2019). Should Robots Replace Teachers?: AI and the Future of Education. John Wiley & Sons.

Silva, F. da, Oliveira, V. M. de, Balbino, C. M., Silva, E. L., & Oliveira, D. F. de. (2024). The relationship between leadership and culture from the perspective of Edgard Schein and awareness: A reflective analysis. Cuadernos de Educación y Desarrollo - QUALIS A4, 16(4), e3928–e3928. https://doi.org/10.55905/cuadv16n4-082

Sun, Y., & Xu, C. (2025). Hybrid cognitive authority and algorithmic subjectivity: Rethinking knowledge management in AI-driven communication. Journal of Knowledge Management, 1–26. https://doi.org/10.1108/JKM-02-2025-0252

Supriyono, S. (2022). Pesantren, the COVID-19 Pandemic and Digital Transformation: A Global Development Perspective. Muslim Education Review, 1(1), 37–58. https://doi.org/10.56529/mer.v1i1.10

Taeihagh, A. (2021). Governance of artificial intelligence. Policy and Society, 40(2), 137–157. https://doi.org/10.1080/14494035.2021.1928377

Tan, S. A., Ang, S. M., Pung, P. W., Teoh, X. Y., & Ooh, S. L. (2025). Sex life dissatisfaction contribute to intention toward infidelity among Malaysians: Relationship satisfaction as a mediator. BMC Psychology, 13(1), 68. https://doi.org/10.1186/s40359-025-02414-8

Tubagus, M., Haerudin, Fathurohman, A., Adiyono, & Aslan, A. (2023). The Impact Of Technology On Islamic Pesantren Education And The Learning Outcomes Of Santri: New Trends And Possibilities. Indonesian Journal of Education (INJOE), 2(3), 443–450.

Ulnicane, I., Knight, W., Leach, T., Stahl, B. C., & Wanjiku, W.-G. (2021). Framing governance for a contested emerging technology:insights from AI policy. Policy and Society, 40(2), 158–177. https://doi.org/10.1080/14494035.2020.1855800

Ydyrysbayev, D., Kakimova, L., Sailaubaikyzy, B. G., Talgatbekovich, S., Urmatova, A., & Orazbaev, E. (2022). Determining the Digital Transformation in Education in the Society 5.0 Process. International Journal of Emerging Technologies in Learning (iJET), 17(18), 136–145.

Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education – where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 39. https://doi.org/10.1186/s41239-019-0171-0

Zhang, J., & Zhang, Z. (2024). AI in teacher education: Unlocking new dimensions in teaching support, inclusive learning, and digital literacy. Journal of Computer Assisted Learning, 40(4), 1871–1885. https://doi.org/10.1111/jcal.12988

Published
2026-04-09
How to Cite
Nur Rahmawati, Y., Hamdanah, H., Suheri, S., & Miftahussurur, W. (2026). Digital Knowledge Systems and Islamic Epistemology: Artificial Intelligence Adoption in Pesantren Education. FALASIFA : Jurnal Studi Keislaman, 17(01), 17-32. https://doi.org/10.62097/falasifa.v17i01.2902
Section
Articles