Kerangka Operasional Berbantuan Kecerdasan Artifisial bagi Guru Vokasi dalam Merancang Pembelajaran Berbasis Produk

Arief Jananto(1*), Widiyanto Tri Handoko(2), Rara Sriartati Redjeki(3), Yohanes Suhari(4), Heribertus Yulianton(5), Saefurrohman Saefurrohman(6),


(1) Universitas Stikubank Semarang, Indonesia
(2) Universitas Stikubank Semarang, Indonesia
(3) Universitas Stikubank Semarang, Indonesia
(4) Universitas Stikubank Semarang, Indonesia
(5) Universitas Stikubank Semarang, Indonesia
(6) Universitas Stikubank Semarang, Indonesia
(*) Corresponding Author

Abstract


Dalam pendidikan vokasi, capaian pembelajaran, tujuan, aktivitas, produk, penilaian, dan refleksi belum terintegrasi dalam satu alur yang koheren. Kecerdasan buatan generatif (*generative AI*) memungkinkan guru menyusun draf materi pembelajaran dan instrumen penilaian, meskipun penggunaannya sering kali hanya sebatas menghasilkan konten tanpa memengaruhi pengambilan keputusan pedagogis. Inisiatif pengabdian masyarakat ini memperkuat pemanfaatan AI oleh guru di SMK Negeri 1 Bulakamba melalui pelatihan perancangan pembelajaran berbasis produk. Metode yang digunakan adalah lokakarya peningkatan kapasitas yang diikuti oleh 90 peserta terdaftar; evaluasi dilakukan menggunakan 17 butir pernyataan berskala Likert yang mencakup aspek materi, penyampaian, dan profesionalisme narasumber, serta tiga pertanyaan terbuka yang dijawab oleh 18 responden. Skor rata-rata keseluruhan mencapai 4,53 dari 5, dengan 97,1% penilaian berada pada angka 4 atau 5 (dari 18 responden atau 20,0% peserta terdaftar); penyusunan *prompt* serta penggunaan ChatGPT untuk menghasilkan sumber belajar dan butir soal dinilai sebagai aspek yang paling bermanfaat. Responden mengharapkan waktu praktik langsung yang lebih banyak, tempo kegiatan yang lebih stabil, dan *prompt* yang spesifik untuk mata pelajaran tertentu. Inisiatif ini juga menghasilkan kerangka kerja operasional AIVDL yang dikembangkan oleh narasumber, yang mencakup penyelarasan kompetensi, kasus industri kontekstual, perancangan berbantuan AI, aktivasi pembelajaran mendalam (*deep learning*), penilaian berbasis kinerja, dan siklus perbaikan reflektif, serta skenario lintas kompetensi yang berbasis pada komoditas lokal telur asin. Mengingat bukti yang diperoleh didasarkan pada persepsi peserta, hasil ini belum dapat memastikan adanya peningkatan kompetensi yang bersifat kausal.


Keywords


Kecerdasan Buatan; Penilaian Autentik; Pembelajaran Berbasis Produk; Kapasitas Guru; Pendidikan Vokasi

Full Text:

PDF

References


Baidoo-Anu, D., & Owusu Ansah, L. (2023). Education in the era of generative artificial intelligence (AI): Understanding the potential benefits of ChatGPT in promoting teaching and learning. Journal of AI, 7(1), 52–62. https://doi.org/10.61969/jai.1337500

Brandão, A., Pedro, L., & Zagalo, N. (2024). Teacher professional development for a future with generative artificial intelligence – An integrative literature review. Digital Education Review, (45), 151–157. https://doi.org/10.1344/der.2024.45.151-157

Cahyono, B. T., Prihatin, R., Suparmi, S., Sukmawati, F., & Santosa, E. B. (2023). Development of authentic assessment with project based learning approach in primary school students. QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama, 15(1), 539–548. https://doi.org/10.37680/qalamuna.v15i1.3987

Chakarova, S. (2024). Possibilities and limitations when using artificial intelligence in project-oriented learning. Vocational Education, 26(4), 248–259. https://doi.org/10.53656/voc24-4-05

Dogan, S., Nalbantoglu, U. Y., Celik, I., & Agacli Dogan, N. (2025). Artificial intelligence professional development: A systematic review of TPACK, designs, and effects for teacher learning. Professional Development in Education, 51(3), 519–546. https://doi.org/10.1080/19415257.2025.2454457

Edstrand, E., & Sjöberg, J. (2023). Professional digital competence (PDC) in teacher education – Teacher candidates reasoning about programming when involved in problem-solving activities with digital tools. Journal of Digital Learning in Teacher Education, 39(3), 132–144. https://doi.org/10.1080/21532974.2023.2210317

Holmes, W., Porayska-Pomsta, K., Holstein, K., Sutherland, E., Baker, T., Buckingham Shum, S., Santos, O. C., Rodrigo, M. T., Cukurova, M., Bittencourt, I. I., & Koedinger, K. R. (2022). Ethics of AI in education: Towards a community-wide framework. International Journal of Artificial Intelligence in Education, 32(3), 504–526. https://doi.org/10.1007/s40593-021-00239-1

Makhrus, M., Wage, W., & Sulaeman, A. (2021). Pemberdayaan masyarakat dengan pendekatan Qaryah Tayyibah pada Desa Datar Kecamatan Sumbang Kabupaten Banyumas. Warta LPM, 24(3), 447–455. https://doi.org/10.23917/warta.v24i3.12080

Miao, F., & Holmes, W. (2023). Guidance for generative AI in education and research. UNESCO. https://doi.org/10.54675/EWZM9535

Muin, M., & Kusmaladewi, K. (2025). Efektivitas peningkatan pembelajaran berbasis kecerdasan buatan. Jurnal Studi Guru dan Pembelajaran, 8(2), 618–631. https://doi.org/10.30605/jsgp.8.2.2025.5865

Munsarif, M., Sam'an, M., & Safuan, S. (2025). Pemberdayaan guru melalui pelatihan pemanfaatan kecerdasan buatan (AI) untuk meningkatkan kualitas pembelajaran di era digital. ASPIRASI: Publikasi Hasil Pengabdian dan Kegiatan Masyarakat, 3(1), 100–109. https://doi.org/10.61132/aspirasi.v3i1.1379

Muttaqin, M. F., Sukrawan, Y., & Rosyadi, M. I. (2024). Exploring the role of artificial intelligence in learning media for vocational education: A systematic literature review. Journal of Vocational Education Studies, 7(2), 181–190. https://doi.org/10.12928/joves.v7i2.10364

Nagel, I., Guðmundsdóttir, G. B., & Afdal, H. W. (2023). Teacher educators' professional agency in facilitating professional digital competence. Teaching and Teacher Education, 132, 104238. https://doi.org/10.1016/j.tate.2023.104238

OECD. (2021). Teachers and leaders in vocational education and training (OECD Reviews of Vocational Education and Training). OECD Publishing. https://doi.org/10.1787/59d4fbb1-en

Prabowo, S., & Gafur, A. (2025). Transformasi kompetensi pedagogik digital guru melalui pelatihan pemanfaatan kecerdasan buatan dalam pembelajaran abad 21. Indonesian Journal of Community Service in Education, 1(2), 90–100. https://doi.org/10.64421/ijcse.v1i2.30

Quinlan, K. M., Sellei, G., & Fiorucci, W. (2024). Educationally authentic assessment: Reframing authentic assessment in relation to students' meaningful engagement. Teaching in Higher Education, 30(3), 717–734. https://doi.org/10.1080/13562517.2024.2394042

Saefurrohman, Mariana, N., Hartono, B., Santi, R. C. N., & Lusiana, V. (2026a). Strengthening vocational high school teachers' pedagogical competence in developing AI-based learning materials through prompt engineering training. International Community Service Journal: Adarma Acitya, 2(1), 1–13. https://doi.org/10.26877/adarmaacitya.v2i1.572

Saefurrohman, S., Soelistijadi, R., Santosa, D., Noor S, R., & Sutanto, F. (2026b). Peningkatan literasi AI dan efisiensi administrasi guru melalui model PowerPrompt guru di SMAN 1 Susukan. Jurnal Pengabdian Masyarakat Intimas (Jurnal INTIMAS): Inovasi Teknologi Informasi dan Komputer untuk Masyarakat, 6(1), 7–18. https://doi.org/10.35315/intimas.v6i1.10429

Sofyan, E., Pandikar, E., Prabawa, W. P., & Marlina, R. (2025). Strategi inovatif meningkatkan kapasitas tekno-pedagogik guru TK Al-Wahdah dengan pelatihan penggunaan kecerdasan buatan ChatGPT untuk mendukung pembelajaran kreatif. Jurnal Pengabdian Masyarakat dan Riset Pendidikan, 3(4), 5945–5951. https://doi.org/10.31004/jerkin.v3i4.1530

Sofyan, M., Barnes, M., & Finefter-Rosenbluh, I. (2024). Fair assessment as an aspect of effective teaching: Teachers' and students' perceptions of and positioning within assessment practices in Indonesian vocational higher education. Journal of Vocational Education & Training, 76(4), 795–817. https://doi.org/10.1080/13636820.2022.2098170

Tan, X., Cheng, G., & Ling, M. H. (2025). Artificial intelligence in teaching and teacher professional development: A systematic review. Computers and Education: Artificial Intelligence, 8, 100355. https://doi.org/10.1016/j.caeai.2024.100355

Villarroel, V., Melipillán, R., Santana, J., & Aguirre, D. (2024). How authentic are assessments in vocational education? An analysis from Chilean teachers, students, and examinations. Frontiers in Education, 9, 1308688. https://doi.org/10.3389/feduc.2024.1308688

Wahjusaputri, S. (2021). Project based learning on creative economy competence at vocational schools in Bali. Dinamika Pendidikan, 16(2), 173–181. https://doi.org/10.15294/dp.v16i2.31544

Zhao, L., Zhao, B., & Li, C. (2023). Alignment analysis of teaching-learning-assessment within the classroom: How teachers implement project-based learning under the curriculum standards. Disciplinary and Interdisciplinary Science Education Research, 5(1), 13. https://doi.org/10.1186/s43031-023-00078-1




DOI: 10.70095/dimasejati.v8i2.25670

Article Metrics

Abstract view : 0 times
PDF - 0 times

Refbacks

  • There are currently no refbacks.


Copyright (c) 2026 Saefurrohman Saefurrohman

Mailing Address:

LP2M UIN Siber Syekh Nurjati Cirebon

Jl. Perjuangan By Pass Sunyaragi Kesambi Kota Cirebon
E-Mail: dimasejat@uinssc.ac.id

View on Google Maps

CC BY

DIMASEJATI: Jurnal Pengabdian Kepada Masyarakat is licensed under a Creative Commons Attribution 4.0 International License