Optimalisasi Pengembangan Bahan Ajar Berbasis Deep Learning dan Artificial Intelligence dalam Pendidikan Vokasi
DOI:
https://doi.org/10.59837/jpmba.v3i4.2557Keywords:
Bahan Ajar Inovatif, Pembelajaran Mendalam (Deep learning), Pendidikan Vokasi, Artificial Intelligence, Participatory Action Research (PAR)Abstract
Pendekatan pembelajaran mendalam merupakan pendekatan kurikulum baru dalam dunia pendidikan Indonesia, oleh karena itu guru-guru masih mengalami kesulitan untuk mengintegrasikan pendekatan tersebut ke dalam bahan ajar. Berdasarkan hasil observasi, permasalahan serupa terjadi di SMK Kesehatan Bali Medika Denpasar dimana guru-guru kesulitan merancang kurikulum dan bahan ajar pembelajaran mendalam. Tujuan dari pengabdian masyarakat ini adalah untuk mensosialisasikan dan mengembangkan kemampuan guru-guru dalam merancang bahan ajar dengan pendekatan deep learning. Program pengabdian masyarakat ini menggunakan pendekatan PAR (Participatory Action Research), dengan melibatkan 15 guru dalam kegiatan sosialisasi dan pelatihan dilibatkan dalam mengisi instrumen pre test-dan post test pembelajaran mendalam. Hasil analisis menunjukkan bahwa terdapat peningkatan pemahaman guru secara signifikan mengenai cara menyusun bahan ajar berbasis pendekatan pembelajaran mendalam (p=0.000). Pelatihan dan pengembangan bahan ajar spesifik berbasis problem-based learning dengan pendekatan pembelajaran mendalam sangat diharapkan kedepannya, mengingat karakter pendidikan vokasi yang mengedepankan pemecahan masalah real atau ill structured problem
Downloads
References
Aljemely, Y. (2024). Challenges and best practices in training teachers to utilize artificial intelligence: a systematic review. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1470853
Barker, P. (2014). Interactivity as an extrinsic motivating force in learning. Motivating Students, 7–14. https://doi.org/10.4324/9781315042015-7
Bele, J. L., & Rugelj, J. (2010). Comparing learning results of web based and traditional learning students. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6483 LNCS, 375–380. https://doi.org/10.1007/978-3-642-17407-0_39
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Cayabas, J. P., & Sumeg-Ang, D. A. (2023). Challenges and interventions in developing instructional materials: Perspectives of public school teachers in basic education. International Journal of Innovative Research and Scientific Studies, 6(4), 849–855. https://doi.org/10.53894/ijirss.v6i4.2059
Dinçer, S. (2024). Bridging the gap in technology integration in education: An examination of science teachers’ competencies and needs. Journal of Turkish Science Education, 21(4), 620–634. https://doi.org/10.36681/TUSED.2024.033
Effendy, C., Margaretha, S. E. P. M., & Probandari, A. (2022). The Utility of Participatory Action Research in the Nursing Field: A Scoping Review. Creative Nursing, 28(1), 54–60. https://doi.org/10.1891/CN-2021-0021
Erawanto, U., Triantoro, M., Puspita Sari, H., & Primasari, Y. (2023). Meningkatkan Kemampuan Guru dalam Membuat Modul Pembelajaran. Prima Abdika : Jurnal Pengabdian Masyarakat, 3(2), 136–145. https://doi.org/10.37478/abdika.v3i2.2763
Hafizhah, D. P., Maharani, F. S., & Salamah, S. (2024). The Role of Digital Technology in Enhancing 4C Competencies in 21st Century Mathematics Learning: Systematic Literature Analysis. Discourse: Journal of Multidisciplinary Studies, 1(1), 21–32. https://doi.org/10.69493/DISCOURSE.V1I1.35
Karaca, F., Can, G., & Yildirim, S. (2013). Technology utilisation in elementary schools in Turkey’s capital: A case study. Educational Studies, 39(5), 552–567. https://doi.org/10.1080/03055698.2013.807726
Kim, B. S. (2010). Integration of service-learning into elementary science teaching methods courses. International Journal of Learning, 17(8), 321–330. https://doi.org/10.18848/1447-9494/cgp/v17i08/47208
Lestari, S., & Santoso, A. (2019). The Roles of Digital Literacy, Technology Literacy, and Human Literacy to Encourage Work Readiness of Accounting Education Students in the Fourth Industrial Revolution Era. KnE Social Sciences, 3(11), 513. https://doi.org/10.18502/kss.v3i11.4031
Li, F., & Zhang, L. (2025). The application of deep learning in English culture and situational teaching. Journal of Computational Methods in Sciences and Engineering. https://doi.org/10.1177/14727978251321398
Malik, R. S. (2018). Educational Challenges in 21St Century and Sustainable Development. Journal of Sustainable Development Education and Research, 2(1), 9. https://doi.org/10.17509/jsder.v2i1.12266
Manzano-León, A., Ortiz-Colón, A. M., Rodríguez-Moreno, J., & Aguilar-Parra, J. M. (2022). Playful Service-Learning in initial teacher training: a qualitative study. Texto Livre, 15. https://doi.org/10.35699/1983-3652.2022.39171
Mariana, A., Rawandhy, I., & Hula, N. (2024). Application of Deep Learning in Foreign Language Learning for Boarding Students: Meaningful, Mindful, and Joyful Analysis. PLEASE (Proceedings of Law, Education, and Socio-Economic Studies), 1(1), 12–25. https://ejournal.iaingorontalo.ac.id/index.php/please/article/view/2607
Merçon, J. (2024). Participatory Action Research (Latin American tradition). Elgar Encyclopedia of Interdisciplinarity and Transdisciplinarity, 366–369. https://doi.org/10.4337/9781035317967.ch80
Meyer, M. W., & Norman, D. (2020). Changing Design Education for the 21st Century. She Ji, 6(1), 13–49. https://doi.org/10.1016/j.sheji.2019.12.002
Mystakidis, S., Berki, E., & Valtanen, J. P. (2021). Deep and meaningful e-learning with social virtual reality environments in higher education: A systematic literature review. Applied Sciences (Switzerland), 11(5), 2412. https://doi.org/10.3390/app11052412
Ouahi, M., Khoulji, S., & Kerkeb, M. L. (2024). Analysis of Deep Learning Development Platforms and Their Applications in Sustainable Development within the Education Sector. E3S Web of Conferences, 477. https://doi.org/10.1051/e3sconf/202447700098
Rafi, M., JianMing, Z., & Ahmad, K. (2019). Technology integration for students’ information and digital literacy education in academic libraries. Information Discovery and Delivery, 47(4), 203–217. https://doi.org/10.1108/IDD-07-2019-0049
Rodriguez, R. L., Quaimbao, S. G., Sario, A. A., Serrano, E. A., Valladolid, L. M., & Secillano, P. J. N. (2022). Undertanding the Experience of Universities Flexible Learning in the Time of COVID-19 Pandemic: A Case for Two Universities in the Philippines. 2022 IEEE 14th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2022. https://doi.org/10.1109/HNICEM57413.2022.10109460
Rohlíková, L. (2024). Flexible Learning: From Theory to Practical Implications. Communications in Computer and Information Science, 2330 CCIS, 3–14. https://doi.org/10.1007/978-981-96-0205-6_1
Ryder, M., & Browne, F. (2024). Changing the delivery of continuing professional education: An action research approach. Nurse Education Today, 139. https://doi.org/10.1016/j.nedt.2024.106248
Rzepka, N., Simbeck, K., Müller, H. G., & Pinkwart, N. (2022). An Online Controlled Experiment Design to Support the Transformation of Digital Learning towards Adaptive Learning Platforms. International Conference on Computer Supported Education, CSEDU - Proceedings, 2, 139–146. https://doi.org/10.5220/0010984000003182
Tukundane, C., & Zeelen, J. (2015). Using participatory action research to improve vocational skills training for marginalised youth in Uganda: Experiences from an early school-leavers’ project. International Journal of Training Research, 13(3), 246–261. https://doi.org/10.1080/14480220.2015.1102468
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Ida Bagus Ari Arjaya, I Made Surya Hermawan, Sang Putu Kaler Surata, Ni Kadek Sintya Purnama Sari, Kadek Ulan Pratima Wati, Kornelius Dema

This work is licensed under a Creative Commons Attribution 4.0 International License.












