Perkembangan Kajian mengenai Pendidikan Islam dan AI: Telaah Analisis Bibliometrik Riset terhadap Publikasinya Tahun 2000-2025

Authors

  • Ali Anhar Syi'bul Huda UPI Bandung
  • Aghnia Aghnia UPI Bandung
  • Hamdi Hamdi UIN Palangkaraya
  • Walid In’am Ahmad UIN Sunan Ampel Surabaya
  • Dena Sri Anugerah Universitas Garut

DOI:

https://doi.org/10.55681/sentri.v4i2.7094

Keywords:

Artificial Intelligence, Islamic Education, Research Bibliometrics

Abstract

This research was prompted by the growing interest in the integration of Islamic education and artificial intelligence (AI) from 2000 to 2025. The aim of this study is to map the development of publications, sources, researchers, and research topics, as well as to identify issues that have the potential for future development. The research design is quantitative with a bibliometric research method. Data collection was conducted in September 2025 using primary data from 903 publications in Crossref, supported by secondary data in the form of books, proceedings, and papers. The Publish or Perish (PoP) and VOSviewer applications were used as analysis tools, while data interpretation was carried out descriptively and qualitatively by the researcher. The results show a surge in publications since 2020, with a peak of 129 articles in 2025. The sources of publications were dominated by scientific journals (880), proceedings (13), and OSF (10). A total of 1,134 researchers were involved, with 9 lead authors each publishing 4 publications. Emerging topics included Islamic teaching, noble character, educational goals, collaboration, and artificial intelligence ethics, while potential issues included beliefs, diversity, philosophy, modernisation, and evaluation. The limitations of this study are the use of simple analytical tools and the lack of coverage of international databases such as Scopus/WoS. Recommendations for future research include more comprehensive studies with the integration of bibliometric analysis and empirical studies.

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References

Alhammad, N., Awae, F., & Yussuf, A. (2025). Integrating Artificial Intelligence in Islamic Education: A Review on Pedagogical Approaches and Learning Outcomes. International Journal of Academic Research in Business and Social Sciences, 15(7), 563–579. https://doi.org/10.6007/IJARBSS/v15-i7/25947

Ali, A. A. S. H., Syahidin, & Hermawan, W. (2024). Development of Future Learning Models Based on Ki Hajar Dewantara’s Ideas: A Bibliometric Evaluation of Recent Research. Lentera Pendidikan : Jurnal Ilmu Tarbiyah Dan Keguruan, 27(2), 394–412. https://doi.org/10.24252/LP.2024V27N2I8

Alias, N. F., & Razak, R. A. (2025). Revolutionizing learning in the digital age: a systematic literature review of microlearning strategies. Interactive Learning Environments, 33(1), 1–21. https://doi.org/10.1080/10494820.2024.2331638

Amrona, Y. L., Nurhuda, A., Assajad, A., Al Fajri, M., & Engku Ab Rahman, T. E. S. (2024). The Concept of Educator from the Perspective of Prophetic Hadiths. Fahima, 3(1), 19–32. https://doi.org/https://doi.org/10.54622/fahima.v3i1.134

An, A. N., Tamami, F. Q. A., Daud, Z., Salleh, N. M., Ishak, M. H. bin, & Muthoifin, M. (2025). Understanding the Integration of Deep Learning and Artificial Intelligence in Quranic Education and Research through Bibliometric Analysis. Educational Process: International Journal, 14, 1–17. https://doi.org/10.22521/EDUPIJ.2025.14.12

Anggraheni, U. S., Nurhuda, A., Huda, A. A. S., Anugrah, D. S., & Al Fajri, M. (2025). Liberalisme dalam Tubuh Pendidikan Islam: Melacak Akar Historis, Peranan, serta Dampaknya bagi Pendidikan. Abdussalam: Jurnal Pendidikan Dan Kebudayaan Islam, 1(2), 150–160. https://journal.iai-daraswaja-rohil.ac.id/index.php/abdussalam/article/view/134

Anhar Syi, A., Huda, bul, Obos, J. G., Raya, J., & Palangka Raya, K. (2024). Rekonstruksi Konsep Model Pendidikan Humanistik Telaah Atas Genosida Bangsa Palestina: Tinjauan Analisis Bibliometrik (2019-2023). ISLAMIC PEDAGOGY: Journal of Islamic Education, 2(2), 134–154. https://doi.org/10.52029/IPJIE.V2I2.252

Bacher, S. (2024). Human rights education as a human right – A logical analysis based on Kanger’s theory of rights. Educational Philosophy and Theory, 56(13), 1303–1316. https://doi.org/10.1080/00131857.2024.2391854

Banksa, C. P., & Carbonell, J. R. (2013). International human education rights commitments in US courts. The International Journal of Human Rights, 17(3), 391–410. https://doi.org/10.1080/13642987.2012.742069

Bin Jamil, A. I. (2022). Country report: Religious education in Malaysia. British Journal of Religious Education, 44(2), 200–208. https://doi.org/10.1080/01416200.2022.2029170

Birkle, C., Pendlebury, D. A., Schnell, J., & Adams, J. (2020). Web of Science as a data source for research on scientific and scholarly activity. Quantitative Science Studies, 1(1), 363–376. https://doi.org/10.1162/QSS_A_00018

Chen, L., Chen, P., & Lin, Z. (2020). Artificial Intelligence in Education: A Review. IEEE Access, 8, 75264–75278. https://doi.org/10.1109/ACCESS.2020.2988510

Chen, Y., Wang, W., & Chen, X. M. (2023). Bibliometric methods in traffic flow prediction based on artificial intelligence. Expert Systems with Applications, 228, 120421. https://doi.org/10.1016/J.ESWA.2023.120421

Da Trindade, A., Robertson, S. L., & Torres, C. A. (2024). Introduction to special issue: Paulo Freire – global educator. Globalisation, Societies and Education, 22(1), 1–6. https://doi.org/10.1080/14767724.2023.2289167

De Stefano, D., Fuccella, V., Vitale, M. P., & Zaccarin, S. (2013). The use of different data sources in the analysis of co-authorship networks and scientific performance. Social Networks, 35(3), 370–381. https://doi.org/10.1016/J.SOCNET.2013.04.004

Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/J.JBUSRES.2021.04.070

Dover, A., & Grzegorski, J. (2025). Artificial Intelligence Through the Lens of the Cataloguing Code of Ethics. Cataloging & Classification Quarterly. https://doi.org/10.1080/01639374.2025.2544137

Duckett, J., & Westrick, N. M. (2025). Exploring the use, adoption, and ethics of generative artificial intelligence in the public relations and communication professions. Communication Teacher, 39(1), 33–41. https://doi.org/10.1080/17404622.2024.2395312

Elbanna, S., & Child, J. (2023). From ‘publish or perish’ to ‘publish for purpose.’ European Management Review, 20(4), 614–618. https://doi.org/10.1111/EMRE.12618

Ertel, W. (2024). Introduction to Artificial Intelligence (3rd ed.). Springer Nature. https://books.google.co.id/books?hl=id&lr=&id=O7kfEQAAQBAJ&oi=fnd&pg=PR5&dq=Artificial+Intelligence&ots=JnBLLyAj90&sig=ccNfVElaW3qzpMBBEOfnQzCPgBw&redir_esc=y#v=onepage&q=Artificial%20Intelligence&f=false

Faizin, N., Maarif, A. S., & Hanafi, Y. (2025). Considering religious moderation in Islamic law through AI ChatGPT and Bahsul Masail of Nahdlatul Ulama. Law, Innovation and Technology, 17(1), 271–288. https://doi.org/10.1080/17579961.2025.2469351

Fischer, H. E., Boone, W. J., & Neumann, K. (2023). Chapter Quantitative Research Designs and Approaches. In Handbook of Research on Science Education: Volume III (Vol. 3, pp. 28–59). Taylor and Francis. https://doi.org/10.4324/9780367855758-3/QUANTITATIVE-RESEARCH-DESIGNS-APPROACHES-HANS-FISCHER-WILLIAM-BOONE-KNUT-NEUMANN

Fitri, Y., & Iswatiningsih, D. (2025). Implementasi Artificial Intelligence dalam Pembelajaran Sekolah Dasar: Peluan dan Tantangan bagi Guru SDN Madang Musi Rawas. SIBATIK JOURNAL: Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan, 4(5), 559–568. https://doi.org/10.54443/SIBATIK.V4I5.2716

Giustini, D., & Dastyar, V. (2024). Critical AI literacy for interpreting in the age of AI. Interpreting and Society, 4(2), 196–213. https://doi.org/10.1177/27523810241247259

Halevi, G., Moed, H., & Bar-Ilan, J. (2017). Suitability of Google Scholar as a source of scientific information and as a source of data for scientific evaluation—Review of the Literature. Journal of Informetrics, 11(3), 823–834. https://doi.org/10.1016/J.JOI.2017.06.005

Hamdi, H., Hartati, Z., Nasir, M., & Huda, A. A. S. (2025). Pemikiran Imam Al-Ghazali dalam Kilas Sejarah: Analisis Bibliometrik dalam Kontribusinya Terhadap Pendidikan. Jurnal Media Informatika, 6(2), 847–856. https://doi.org/10.55338/JUMIN.V6I2.4933

Hamdi, H., Santiani, S., Jasiah, J., Huda, A. A. S., & Mualimin, M. (2024). Research Trends and Gaps in Learning Environment Characteristics in Communities: A Bibliometric Analysis (2019–2024). J-PAI: Jurnal Pendidikan Agama Islam, 11(1), 58–72. https://doi.org/10.18860/JPAI.V11I1.29990

Ho, Y. R., & Tseng, W. C. (2022). Power to the people: Education for social change in the philosophies of Paulo Freire and Mozi. Educational Philosophy and Theory, 54(13), 2180–2191. https://doi.org/10.1080/00131857.2022.2040484

Hoy, W. K., & Adams, C. M. (2016). Quantitative Research in Education: A Primer (2nd ed.). SAGE Publications. https://books.google.co.id/books?hl=id&lr=&id=hI87CgAAQBAJ&oi=fnd&pg=PP1&dq=Quantitative+Research+in+Education&ots=Y0kznV2YQF&sig=gYqM8FkycBkX8xemThfyWetNxaw&redir_esc=y#v=onepage&q=Quantitative%20Research%20in%20Education&f=false

Huda, A. A. S. (2024). Konsep Model Pembelajaran Adab Belajar Menurut Syaikh Al-Zarnuji dan Ki Hajar Dewantara serta Implikasinya terhadap Pembelajaran [Universitas Pendidikan Indonesia]. https://repository.upi.edu/

Huda, A. A. S., Hamdi, H., Ridani, M. N., & Nurhuda, A. (2024). Reorientasi Dikotomis Ilmu Agama dan Umum Melalui Pendekatan Analisis Bibliometrik. Kamaya: Jurnal Ilmu Agama, 7(2), 155–168. https://doi.org/10.37329/KAMAYA.V7I2.3219

Huda, A. A. S., Mukarrami, N. F., Supriadi, U., Nurhuda, A., & Lathif, N. M. (2024). Landasan Religi dan Nilai-Nilai Tujuan Pendidikan. Action Research Journal, 1(1), 45–54. https://doi.org/10.63987/ARJ.V1I1.33

Huda, A. A. S., Nurhuda, A., & Lathif, N. M. (2024). Fostering the Value of Religious Tolerance among Students through the Development of Potential Issues: A Review of Bibliometric Analysis. Al Ulya: Jurnal Pendidikan Islam, 9(2), 114–135. https://doi.org/10.32665/ALULYA.V9I2.3225

Huda, A. A. S., & Syahidin, S. (2024). Menelaah Peluang Perkembangan Pendidikan Islam Indonesia di Masa Depan Melalui Analisis Bibliometrik. Al-Hikmah: Jurnal Agama Dan Ilmu Pengetahuan, 21(1), 41–52. https://doi.org/10.25299/AL-HIKMAH:JAIP.2024.VOL21(1).15099

Hurlbut, A. R. (2018). Online vs. traditional learning in teacher education: a comparison of student progress. American Journal of Distance Education, 32(4), 248–266. https://doi.org/10.1080/08923647.2018.1509265

Iman, M. N., Inaku, M. S., & Hanani, D. (2024). Eksplorasi Tantangan dan Peluang Pengembangan Kurikulum Bahasa Arab Berbasis AI: Studi Multi-Perspektif di Madrasah Aliyah Negeri 1 Kota Gorontalo. Irfani, 20(1), 60–76. https://doi.org/10.30603/IR.V20I1.5196

Laura Icela, G. P., María Soledad, R. M., & Juan Antonio, E. G. (2023). Education 4.0 Maturity Models for Society 5.0: Systematic literature review. Cogent Business & Management, 10(3). https://doi.org/10.1080/23311975.2023.2256095

Leal Filho, W., Ribeiro, P. C. C., Mazutti, J., Lange Salvia, A., Bonato Marcolin, C., Lima Silva Borsatto, J. M., Sharifi, A., Sierra, J., Luetz, J., Pretorius, R., & Viera Trevisan, L. (2024). Using artificial intelligence to implement the UN sustainable development goals at higher education institutions. International Journal of Sustainable Development & World Ecology, 31(6), 726–745. https://doi.org/10.1080/13504509.2024.2327584

Luff, P. (2018). Early childhood education for sustainability: origins and inspirations in the work of John Dewey. Education 3-13, 46(4), 447–455. https://doi.org/10.1080/03004279.2018.1445484

Luo, L. (2023). Revolutionizing interpretation education: a comprehensive automatic interpretation evaluation system based on composite genetic algorithm and backpropagation neural networks. Soft Computing, 27(24), 19281–19298. https://doi.org/10.1007/S00500-023-09313-3/METRICS

Mahbub, M., & Huda, A. A. S. (2023). Pendampingan Integrasi Pendidikan Akhlak Berbasis Keteladanan di SMP Nurul Iman untuk Penguatan Karakter Siwa. Education, Language, and Arts: Jurnal Pengabdian Kepada Masyarakat, 2(2), 52–62. https://jurnal.pbs.fkip.unila.ac.id/index.php/ela/article/view/414

Malik, S. A. (2023). A Historical Introduction to Islam, Science, and Evolution: The Book Symposium on ‘Islam and Evolution: Al-Ghazālī and the Modern Evolutionary Paradigm’’.’ Theology and Science, 21(4), 564–587. https://doi.org/10.1080/14746700.2023.2255945

Melville, W., Verma, G., Campbell, T., & Park, B. Y. (2022). Challenging the Hegemony of Western Scientism in Science Teacher Education. Journal of Science Teacher Education, 33(7), 703–709. https://doi.org/10.1080/1046560X.2022.2112130

Morshidi, A., Syakirah Zakaria, N., Ikhram, M., Ridzuan, M., Idris, R. Z., Annatassia, A., Aqeela, D., Shaukhi, M., & Radzi, M. (2024). Artificial Intelligence and Islam: A Bibiliometric-Thematic Analysis and Future Research Direction. Semarak International Journal of Machine Learning, 1(1), 41–58. https://doi.org/10.37934/SIJML.1.1.4158A

Muna, F., Nurhuda, A., Maghfuroh, A., & Lathif, N. M. (2024). Conceptions of Classroom Management in Education. Jurnal BELAINDIKA (Pembelajaran Dan Inovasi Pendidikan), 6(1), 55–63. https://belaindika.nusaputra.ac.id/article/view/140

Munis, I. D., Pranoto, A. H., Nurhuda, A., & Putri, Y. (2026). Integrative And Interconnective Paradigms In Islamic Education. Edelweiss: Journal Of Innovation In Educational Research, 3(3), 37–45. https://doi.org/https://doi.org/https://doi.org/10.62462/edelweiss.v3i3.98

Muslihudin, M., Nurhuda, A., Janah, S. I., Farda, F. U. S., & Sinta, D. (2023). The Use of Wizer. Me Learning Media to Improve Students’ Mufradat Memorization at MTs Negeri 6 Boyolali. Jurnal BELAINDIKA: Pembelajaran Dan Inovasi Pendidikan, 5(2), 51–62. https://doi.org/https://doi.org/10.52005/belaindika.v5i2.120

Nassaji, H. (2015). Qualitative and descriptive research: Data type versus data analysis. Language Teaching Research, 19(2), 129–132. https://doi.org/10.1177/1362168815572747

Ni’mah, S. J., Nurhuda, A., & Fajri, M. Al. (2023). The Concept Of Teacher Adab In The Book Of Minhajjul Muta’allim Work Of Imam Al-Ghazali. Jendela PLS, 8(2), 159-172. https://doi.org/https://doi.org/https://doi.org/10.37058/jpls.v7i1

Nurhuda, A. (2026). Amanah, Bukan Kepemilikan: Dialektika Antara Etika Ilahiah Dan Struktur Sosial Dalam Fiqh Ekonomi Islam. International, Journal of Sharia Business Management, 5(1), 84–93. https://e-journalbarokahpublisher.com/index.php/JMBS/article/view/262

Nurhuda, A., Hariyadi, M., Aziz, T., & Lathif, N. M. (2026). Cosmos as a Divine Text: Reconstruction of the Epistemology of Qur’anic Interpretation Based on Modern Astrophysics. Jurnal Studi Al-Qur’an, 22(1), 101–120. https://doi.org/https://doi.org/10.21009/JSQ.22.1.06

Nurhuda, A., & Nawawi, A. M. (2025). Tahafut al-Falasifah as a Critique of Paradigms: A Philosophical Analysis from the Perspective of Modern Science. Anjasmoro: Islamic Interdisciplinary Journal, 3(1), 22–35. https://doi.org/https://doi.org/https://doi.org/10.69965/anjasmoro.v3i1.201

Nurhuda, A., Ni’mah, S. J., Al Khoiron, M. F., & Azami, Y. S. (2024). Function And Role Of Technology In Education. In Proceeding of International Conference on Education, 266–271.

Öztürk, O., Kocaman, R., & Kanbach, D. K. (2024). How to design bibliometric research: an overview and a framework proposal. Review of Managerial Science, 18(11), 3333–3361. https://doi.org/10.1007/S11846-024-00738-0/TABLES/7

Purwanto, Y., Saepudin, A., Shofaussamawati, Islamy, M. R. F., & Baharuddin, D. (2023). Tasawwuf moderation in higher education: Empirical study of Al-Ghazālī’s Tasawwuf contribution to intellectual society. Cogent Social Sciences, 9(1). https://doi.org/10.1080/23311886.2023.2192556

Putri, A. A., Azhaar, A. N., Nurhuda, A., Huda, A. A. S., Pranoto, A. H., & Ismail, M. F. (2026). Halal fashion brand placement strategy: jilbrave innovation in the film cinta dalam ikhlas. El-Aswaq, 6(2), 21–32. https://doi.org/https://doi.org/http://dx.doi.org/10.31106/laswq.v6i02.29982

Putri, Y., Khoiron, M. F. Al, Muna, F., Nurhuda, A., Sinta, D., & Anugrah, D. S. (2024). Karakteristik Guru Ideal dalam Film Pemenang Oscar Berjudul Good Will Hunting. Action Research Journal, 1(2), 150–162. https://doi.org/https://doi.org/10.63987/arj.v1i2.74

Putri, Y., & Nurhuda, A. (2023). Kontribusi Pemikiran Mohammad Natsir Dalam Lembaga Pendidikan Di Indonesia. JIS: Journal Islamic Studies, 1(3), 262–281. https://doi.org/https://doi.org/https://doi.org/10.71456/jis.v1i3.444

Rashed, H. (2015). Towards a common ground: Arab versus Western views about challenges of Islamic religious education curriculum of the twenty-first century. Compare: A Journal of Comparative and International Education, 45(6), 953–977. https://doi.org/10.1080/03057925.2014.932247

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/TABLES/8

Rospigliosi, P. ‘asher.’ (2022). Adopting the metaverse for learning environments means more use of deep learning artificial intelligence: this presents challenges and problems. Interactive Learning Environments, 30(9), 1573–1576. https://doi.org/10.1080/10494820.2022.2132034

Rozali, C., Zein, A., & Eriana, E. S. (2024). Artificial Intelligence (AI) Dimasa Depan : Tantangan Dan Peluang. Jurnal Informatika Utama, 2(1), 66–71. https://doi.org/10.55903/JITU.V2I1.177

Sinta, D., Fakhruddin, A., Nurhuda, A., & Lathif, N. M. (2025). Curriculum Design For Developing 21st-Century Skills: A Case Study Of An Islamic High School. Research in Education and Rehabilitation, 8(1), 72–85. https://rer.ba/index.php/rer/article/view/239

Sinta, D., Ningtias, A., Nurhuda, A., Maulida, F. R., & Putri, A. A. (2026). Kajian Akhlak Menurut Al-Ghazali, Hasan Al-Basri, Al-Muhasibi Dan Al-Qusyairi. MAHABBAH: Jurnal Ilmu Ushuluddin Dan Pemikiran Islam, 2(1), 214–228. https://journal.iai-daraswaja-rohil.ac.id/index.php/mahabbah/article/view/133

Sinta, D., Nurhuda, A., Maulida, F. R., & Putra, F. A. (2025). Antropologi Filsafat Hakikat Manusia dan Pendidikan: Sebuah Kajian Pustaka. Jurnal Pemikiran Islam Dan Dinamika Sosial, 1(1), 40–49. https://terranovajournal.com/JPIDS/article/view/57

Sinta, D., Sumarna, E., Nurhuda, A., & Rohmah, K. S. (2025). Tanggung Jawab Sosial dalam Menuntut Ilmu: Kajian Hadits Bukhari Nomor 5289 tentang Pendidikan Kesehatan. JISRev: Journal of Islamic Studies Review, 1(1), 31–41. https://doi.org/https://doi.org/10.69548/jisrev.1.1.31

Ulum, F. B., Ni’am, S., Nurhuda, A., & Huda, A. A. S. (2025). Meningkatkan Kualitas Pendidikan Melalui Supervisi Pendidikan yang Efektif. Jurnal Manajemen Dan Ilmu Administrasi , 1(1), 10–20. https://doi.org/10.58472/JMIA.V1I1.50

Wong, D. (2018). VOSviewer. Technical Services Quarterly, 35(2), 219–220. https://doi.org/10.1080/07317131.2018.1425352

Zhang, Y., & Wang, F. (2024). Developments and Trends in Flow Research Over 40 Years: A Bibliometric Analysis. Collabra: Psychology, 10(1), 2024. https://doi.org/10.1525/COLLABRA.92948

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Published

2025-02-28

How to Cite

Huda, A. A. S., Aghnia, A., Hamdi , H., Ahmad , W. I., & Anugerah, D. S. (2025). Perkembangan Kajian mengenai Pendidikan Islam dan AI: Telaah Analisis Bibliometrik Riset terhadap Publikasinya Tahun 2000-2025. SENTRI: Jurnal Riset Ilmiah, 4(2), 76–92. https://doi.org/10.55681/sentri.v4i2.7094