Diskursus Deep Learning Curriculum dan Pengembangan Isunya di Masa Depan melalui Tinjauan Analisis Bibliometrik

Authors

  • Ali Anhar Syi'bul Huda Universitas Pendidikan Indonesia
  • Hamdi Institut Agama Isalam Negeri Palangkaraya, Indonesia
  • Nurhuda, Abid Universitas Nahdatul Ulama Surakarta, Indonesia
  • Lathif, Nur Muhammad Umraniye Buyuk Kurs Istanbul, Turkey
  • Mahbubi, M. Universitas Nurul Jadid Probolinggo, Indonesia

DOI:

https://doi.org/10.70943/jsh.v3i1.75

Keywords:

Bibliometrik Riset, Kurikulum Mendalam, Pendidikan

Abstract

Penelitian ini dilatarbelakangi oleh rencana pergantian kurikulum di Indonesia dari Kurikulum Merdeka Belajar menuju format baru yang berfokus pada deep learning curriculum pada tahun 2025. Penelitian ini bertujuan menelusuri perkembangan penelitian terkait topik deep learning curriculum. Metode yang digunakan adalah bibliometrik riset dengan data 148 artikel dari Google Scholar melalui aplikasi Publish or Perish, mencakup tahun 2020-2024. Data dianalisis secara deskriptif kualitatif. Hasil penelitian menunjukkan tren publikasi deep learning curriculum meningkat signifikan, dengan puncaknya pada 2023 sebanyak 44 artikel. Sumber publikasi meliputi e-journal, e-prosiding, dan website internet source, dengan dominasi 60 sumber dari website internet. Peneliti produktif meliputi Huifa Li, Hao Li, Rémy Portelas, dan lainnya. Topik yang sering dibahas meliputi curriculum learning strategy, evaluation research, dan multi-agent reinforcement. Topik potensial untuk penelitian mendatang mencakup evolutionary curriculum, higher vocational colleges, politic, dan application. Keterbatasan penelitian adalah kurangnya eksplorasi database internasional seperti Scopus, Elsevier, dan WoS. Penelitian ini memberikan peluang bagi penelitian mendatang untuk memperluas cakupan sumber data demi hasil yang lebih komprehensif.

References

Ahmad, S. F. D. K., Frastika, A., & Khaerunnisa. (2022). Problematika Implementasi Kurikulum dan Pembelajaran Pendidikan Karakter di Indonesia. Journal Educational of Indonesia Language, 3(2), 18–26. https://doi.org/10.36269/JEIL.V3I2.1067

Aiken, K. D., Shin, S., & Pascal, V. (2014). An International Investigation of Source Influence Effects of Internet Trustmarks. Journal of Internet Commerce, 13(2), 89–115. https://doi.org/10.1080/15332861.2014.934646

Anggraini, H., Haryono, S. E., Muntomimah, S., Wijayanti, R., & Akbar, M. R. (2022). Strategi Pengembangan Kurikulum Merdeka Belajar Kampus Merdeka Berbasis Individual Differences. Jurnal Ilmiah Potensia, 7(1), 64–74. https://doi.org/10.33369/JIP.7.1.64-74

Anhar Syi, A., Huda, bul, Noor Ridani, M., & Nurhuda, A. (2024). Reorientasi Dikotomis Ilmu Agama dan Umum Melalui Pendekatan Analisis Bibliometrik. Kamaya: Jurnal Ilmu Agama, 7(1), 155–168. https://doi.org/10.1234/KAMAYA.V7I1.19

Asy’ari, A., & Hamami, T. (2020). Strategi Pengembangan Kurikulum Menghadapi Tuntutan Kompetensi Abad 21. IQ (Ilmu Al-Qur’an): Jurnal Pendidikan Islam, 3(1), 19–34. https://doi.org/https://doi.org/10.37542/iq.v3i01.52

Basri, A. Q., Yasir, A. S. H. M., Zainal, A. Z. A., Peng, J., Mohamed, N. M. Z. N., Raji, M. N. A., Nelfiyanti, N., & Othman, M. A. (2025). A potential electric vehicle curriculum development argument in Malaysia based on database analysis: a review. Cogent Education, 12(1), 2453268. https://doi.org/10.1080/2331186X.2025.2453268

Bloomfield, J., & Fisher, M. (2019). Quantitative research design. Journal of the Australasian Rehabilitation Nurses’ Association, 22(2), 27–30. https://doi.org/10.33235/JARNA.22.2.27-30

Camridge, J. (2010). International curriculum (R. Bates, Ed.; 1st Edition). Routledge. https://doi.org/10.4324/9780203834800-11

Dannels, S. A. (2018). Research Design. In G. R. Mancock, L. M. Stapleton, & R. O. Mueller (Eds.), The Reviewer’s Guide to Quantitative Methods in the Social Sciences: Second Edition (2nd Edition). Taylor and Francis. https://doi.org/10.4324/9781315755649-30/RESEARCH-DESIGN-SHARON-ANDERSON-DANNELS

Diputera, A. M., Zulpan, Z., & Eza, G. N. (2024). Memahami Konsep Pendekatan Deep Learning dalam Pembelajaran Anak Usia Dini Yang Meaningful, Mindful dan Joyful: Kajian Melalui Filsafat Pendidikan. JURNAL BUNGA RAMPAI USIA EMAS, 10(2), 108–120. https://doi.org/10.24114/JBRUE.V10I2.67168

Fadli, M. R. (2021). Memahami Desain Metode Penelitian Kualitatif. Humanika: Kajian Ilmiah Mata Kuliah Umum, 21(1), 33–54. https://doi.org/10.21831/HUM.V21I1.38075

Fan, W. S., & Tsai, M. C. (2010). Factors driving website success – the key role of Internet customisation and the influence of website design quality and Internet marketing strategy. Total Quality Management, 21(11), 1141–1159. https://doi.org/10.1080/14783363.2010.529335

Fischer, H. E., Boone, W. J., & Neumann, K. (2023). Quantitative Research Designs and Approaches. In Handbook of Research on Science Education: Volume III (1st Edition, Vol. 3). Taylor and Francis. https://doi.org/10.4324/9780367855758-3/QUANTITATIVE-RESEARCH-DESIGNS-APPROACHES-HANS-FISCHER-WILLIAM-BOONE-KNUT-NEUMANN

Fitri, S. F. N. (2021). Problematika Kualitas Pendidikan di Indonesia. Jurnal Pendidikan Tambusai, 5(1), 1617–1620. https://jptam.org/index.php/jptam/article/view/1148

Ghebrechristos, H., & Alaghband, G. (2020). Deep curriculum learning optimization. SN Computer Science, 1(5), 1–14. https://doi.org/10.1007/S42979-020-00251-7/METRICS

Giamellaro, M., Lan, M. C., Ruiz-Primo, M. A., Li, M., & Tasker, T. (2017). Curriculum Mapping as a Strategy for Supporting Teachers in the Articulation of Learning Goals. Journal of Science Teacher Education, 28(4), 347–366. https://doi.org/10.1080/1046560X.2017.1343603

Haderani. (2018). Tinjauan Filosofis tentang Fungsi Pendidikan dalam Hidup Manusia. Tarbiyah : Jurnal Ilmiah Kependidikan, 7(1), 41–49. https://doi.org/10.18592/TARBIYAH.V7I1.2103

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, 7(1), 76–85. https://doi.org/10.55338/JUMIN.V7I1.4933

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

Hornby, G., Jennings, G., & Nulty, D. (2009). Facilitating Deep Learning in an Information Systems Course through Application of Curriculum Design Principles. Journal of Teaching in Travel & Tourism, 9(1–2), 124–141. https://doi.org/10.1080/15313220903116956

Huda, A. A. S., & Anwar, S. (2024). Trends in the Use of Animated Teaching Media in Learning Islamic Religious Education: A Review of Bibliometric Analysis. The Eurasia Proceedings of Educational and Social Sciences, 38, 9–20. https://doi.org/10.55549/EPESS.842

Huda, A. A. S., Firdaus, E., Nurhuda, A., & Lathif, N. M. (2024). Pengembangan Kurikulum Multikultural dalam Pembelajaran Pendidikan Agama Islam di Indonesia. Al-Iqro’, 1(2), 134–147. https://doi.org/10.54622/AIJIS.V1I2.331

Judrah, M. (2014). Fungsi-fungsi Pendidikan dalam Hidup dan Kehidupan Manusia. Al-Qalam: Jurnal Kajian Islam Dan Pendidikan, 6(1), 98–111. https://doi.org/10.47435/AL-QALAM.V6I1.121

Julaeha, S. (2019). Problematika Kurikulum dan Pembelajaran Pendidikan Karakter. Jurnal Penelitian Pendidikan Islam, 7(2), 182. https://doi.org/10.36667/JPPI.V7I2.367

Kim, P. G., & Marshall, J. D. (2006). Synoptic curriculum texts: representation of contemporary curriculum scholarship. Journal of Curriculum Studies, 38(3), 327–349. https://doi.org/10.1080/00220270500455202

Kim, Y. C., & Jung, J. H. (2019). Conceptualizing shadow curriculum: definition, features and the changing landscapes of learning cultures. Journal of Curriculum Studies, 51(2), 141–161. https://doi.org/10.1080/00220272.2019.1568583

Krull, E. (2003). Hilda taba (1902–1967). Prospects, 33(4), 481–491. https://doi.org/10.1023/B:PROS.0000004617.52394.B6

Lattuca, L. R. (2007). Curricula in International Perspective. Springer International Handbooks of Education, 18, 39–64. https://doi.org/10.1007/978-1-4020-4012-2_4

Leat, D., & Thomas, U. (2018). Exploring the role of ‘brokers’ in developing a localised curriculum. The Curriculum Journal, 29(2), 201–218. https://doi.org/10.1080/09585176.2018.1445513

McPhail, G. (2021). The search for deep learning: a curriculum coherence model. Journal of Curriculum Studies, 53(4), 420–434. https://doi.org/10.1080/00220272.2020.1748231

Mukhibat, M., Effendi, M., Setyawan, W. H., & Sutoyo, M. (2024). Development and evaluation of religious moderation education curriculum at higher education in Indonesia. Cogent Education, 11(1), 2302308. https://doi.org/10.1080/2331186X.2024.2302308

Parker, W. C., Ninomiya, A., & Cogan, J. (1999). Educating World Citizens: Toward Multinational Curriculum Development. Https://Doi.Org/10.3102/00028312036002117, 36(2), 117–145. https://doi.org/10.3102/00028312036002117

Perdue, R. R. (2002). Internet Site Evaluations: The Influence of Behavioral Experience, Existing Images, and Selected Website Characteristics. Journal of Travel & Tourism Marketing, 11(2–3), 21–38. https://doi.org/10.1300/J073V11N02_02

Pinxten, W. J. L., De Jong, C., Hidayat, T., Istiqomah, A. N., Achmad, Y. M., Raya, R. P., Norviatin, D., & Siregar, I. M. P. (2011). Developing a Competence-Based Addiction Medicine Curriculum in Indonesia: The Training Needs Assessment. Substance Abuse, 32(2), 101–107. https://doi.org/10.1080/08897077.2011.555710

Qoyyimah, U. (2018). Policy implementation within the frame of school-based curriculum: a comparison of public school and Islamic private school teachers in East Java, Indonesia. Compare: A Journal of Comparative and International Education, 48(4), 571–589. https://doi.org/10.1080/03057925.2017.1334536

Ridha, S., & Kamil, P. A. (2021). The Problems of Teaching Geospatial Technology in Developing Countries: Concepts, Curriculum, and Implementation in Indonesia. Journal of Geography, 120(2), 72–82. https://doi.org/10.1080/00221341.2021.1872681

Rodliyah, S., Khusnuridlo, M., Fauzi, I., & Baharun, H. (2024). Optimizing the quality of Islamic Senior High School graduates through curriculum management of vocational programs based on pesantrens in East Java, Indonesia. Cogent Education, 11(1), 2423437. https://doi.org/10.1080/2331186X.2024.2423437

Rohmah, Z., Hamamah, H., Junining, E., Ilma, A., & Rochastuti, L. A. (2024). Schools’ support in the implementation of the Emancipated Curriculum in secondary schools in Indonesia. Cogent Education, 11(1), 2300182. https://doi.org/10.1080/2331186X.2023.2300182

Sanjose Cabezudo, R., Gutierrez Arranz, A. M., & Gutierrez Cillan, J. (2007). Designing effective websites: The moderating role of user internet experience. Journal of Internet Commerce, 6(1), 35–60. https://doi.org/10.1300/J179V06N01_03

Sivesind, K., & Westbury, I. (2016). State-based curriculum work and curriculum-making: Norway’s Læreplanverket 1997. Journal of Curriculum Studies, 48(6), 766–782. https://doi.org/10.1080/00220272.2016.1186741

Sultmann, W., Lamb, J., Hall, D., & Borg, G. (2022). Into the deep: a quantitative analysis of teacher ratings of the development and implementation of a trial religious education curriculum. British Journal of Religious Education, 44(1), 26–37. https://doi.org/10.1080/01416200.2021.1951165

Suputra, I. N., Basuki, A., Gunawan, A., & Baghiz Syafruddin, A. (2024). Does work-integrated curriculum transformation affect learning experience, student competencies, and learning interactions? The role of teaching strategy moderation. Cogent Education, 11(1), 2375676. https://doi.org/10.1080/2331186X.2024.2375676

Tanner, D. (2019). From Lester Frank Ward to John Dewey: The Three Universal Curriculums. The Educational Forum, 83(2), 124–139. https://doi.org/10.1080/00131725.2018.1505993

Taufik, A. (2019). Pengembangan Kurikulum Pendidikan Islam. El-Ghiroh : Jurnal Studi Keislaman, 17(02), 81–102. https://doi.org/10.37092/EL-GHIROH.V17I02.106

Tirkes, G., Ekin, C. C., Engul, G., Bostan, A., & Karakaya, M. (2018). An Undergraduate Curriculum for Deep Learning. UBMK 2018 - 3rd International Conference on Computer Science and Engineering, 604–609. https://doi.org/10.1109/UBMK.2018.8566575

Wang, L., & Law, R. (2020). Relationship between Hotels’ Website Quality and Consumers’ Booking Intentions with Internet Experience as Moderator. Journal of China Tourism Research, 16(4), 585–605. https://doi.org/10.1080/19388160.2019.1699484

Wathon, A. (2024). Kesesuaian Kurikulum Merdeka dengan Kurikulum Deep Learning. ARZUSIN, 4(6), 1280–1300. https://doi.org/10.58578/ARZUSIN.V4I6.4442

Westbury, I., Aspfors, J., Fries, A. V., Hansén, S. E., Ohlhaver, F., Rosenmund, M., & Sivesind, K. (2016). Organizing curriculum change: an introduction*. Journal of Curriculum Studies, 48(6), 729–743. https://doi.org/10.1080/00220272.2016.1186736

Wijaya, A. A., Haryati, T., & Wuryandini, E. (2025). Implementasi Pendekatan Deep Learning dalam Peningkatan Kualitas Pembelajaran di SDN 1 Wulung, Randublatung, Blora. Indonesian Research Journal on Education, 5(1), 451-457–451 – 457. https://doi.org/10.31004/IRJE.V5I1.1950

Wu, A., & Ye, Y. (2021). Bibliometric Analysis on Bibliometric-based Ontology Research. Science & Technology Libraries, 40(4), 435–453. https://doi.org/10.1080/0194262X.2021.1920555

Wulandari, S. S., & Ali, S. (2019). Incorporating XBRL topics into the accounting curriculum: empirical evidence from Indonesia. Accounting Education, 28(6), 597–620. https://doi.org/10.1080/09639284.2019.1679205

Yoto, Marsono, Suyetno, A., Mawangi, P. A. N., Romadin, A., & Paryono. (2024). The role of industry to unlock the potential of the Merdeka curriculum for vocational school. Cogent Education, 11(1), 2335820. https://doi.org/10.1080/2331186X.2024.2335820

Yuliani, W. (2018). Metode Penelitian Deskriptif Kualitatif dalam Perspektif Bimbingan dan Konseling. Quanta : Jurnal Kajian Bimbingan Dan Konseling Dalam Pendidikan, 2(2), 83–91. https://doi.org/10.22460/Q.V2I2P83-91.1641

Downloads

Published

2025-02-26

Issue

Section

Articles