Pendampingan Implementasi Deep Learning Berbantuan Artificial Intelligence Dalam Menyiapkan Pendidik Unggul Sekolah Dasar Kabupaten Temanggung

Authors

  • Puguh Ardianto Iskandar Universitas Islam Sultan Agung
  • Galih Cahya Pratama Universitas Islam Sultan Agung
  • Muhamad Afandi Universitas Islam Sultan Agung
  • Jupriyanto Universitas Islam Sultan Agung
  • Andi Maulana Universitas Islam Sultan Agung

DOI:

https://doi.org/10.61227/inisiatif.v5i1.811

Keywords:

Digital Learning, Professional Development, Elementary School Teachers, Artificial Intelligence, Deep Learning

Abstract

The development of artificial intelligence (AI) requires elementary school teachers to be competent in integrating technology with meaningful learning. However, teachers under the auspices of the Temanggung Regency Education Office still face limited understanding of Deep Learning and the use of AI in learning. This community service activity aims to improve teacher competency in implementing AI-assisted Deep Learning. The program was implemented in January 2026 with the involvement of 50 elementary school teachers using a Participatory Action Research (PAR) approach. Activities included awareness raising, training, continuing education, and mentoring. Evaluation was carried out through pre-tests and post-test, observations, participant reflections, and assessments of learning products. The results of the activity showed an increase in teacher competency from 47.25% to 89.00%. In addition, all participants successfully produced AI-assisted Deep Learning-based learning tools in the form of teaching modules, student worksheets (LKPD), digital learning media, assessment instruments, and prompt banks, which were implemented through ongoing mentoring. These findings indicate that the integration of Deep Learning and AI effectively improves teacher professionalism and supports the transformation of learning in the era of artificial intelligence.

Downloads

Download data is not yet available.

References

Afifatun, S. (2025). The impact of deep learning implementation on student engagement in the digital era. International Journal of Innovation and Thinking, 2(1), 25–38. https://doi.org/10.71364/ijit.v2i1.7

Ahmad, S. F., Alam, M. M., Rahmat, M. K., Mubarik, M. S., & Hyder, S. I. (2022). Academic and administrative role of artificial intelligence in education. Sustainability, 14(3), Article 1101. https://doi.org/10.3390/su14031101

Alam, A., & Mohanty, A. (2023). Educational technology: Exploring the convergence of technology and pedagogy through mobility, interactivity, AI, and learning tools. Cogent Engineering, 10(2). https://doi.org/10.1080/23311916.2023.2283282

Almuhanna, M. A. (2025). Teachers’ perspectives of integrating AI-powered technologies in K–12 education for creating customized learning materials and resources. Education and Information Technologies, 30(8), 10343–10371. https://doi.org/10.1007/s10639-024-13257-y

Alwakid, W. N., Dahri, N. A., Humayun, M., & Alwakid, G. N. (2025). Exploring the role of AI and teacher competencies on instructional planning and student performance in an outcome-based education system. Systems, 13(7), Article 517. https://doi.org/10.3390/systems13070517

Al-Zoubi, M. O., Masa’deh, R., & Twaissi, N. M. (2025). Exploring the relationship among structured on-the-job training, mentoring, job rotation, work environment factors and tacit knowledge transfer. VINE Journal of Information and Knowledge Management Systems, 55(1), 240–267. https://doi.org/10.1108/VJIKMS-06-2022-0199

Andayanie, L. M., Adhantoro, M. S., Purnomo, E., & Kurniaji, G. T. (2025). Implementation of deep learning in education: Towards mindful, meaningful, and joyful learning experiences. Journal of Deep Learning, 1(1), 47–56. https://doi.org/10.23917/jdl.v1i1.11157

Annidaul Husna, N., Ilmi, N., & Gusmaneli. (2025). Strategi pembelajaran berbasis masalah dalam meningkatkan kemampuan berpikir kritis peserta didik. Katalis Pendidikan: Jurnal Ilmu Pendidikan dan Matematika, 2(2), 76–86. https://doi.org/10.62383/katalis.v2i2.1532

Avci, H., Lunn, S. J., & Hazari, Z. (2025). Exploring STEM educators’ perspectives on the integration of AI-enabled technologies in teaching and learning. Computers and Education Open, 9, 100304. https://doi.org/10.1016/j.caeo.2025.100304

Ayu Prabawani, N., Dewi Ratih, I., Pingit Wulandari, S., Wibowo, W., Mumpuni Retnaningsih, S., Aridinanti, L., Ilmansyah, M. N., & Pradipta, A. (2025). Pemanfaatan generative artificial intelligence (AI) untuk inovasi pembelajaran di SD Khadijah Wonorejo. Sewagati, 9(6), 1573–1589. https://doi.org/10.12962/j26139960.v9i6.8957

Aziz, C. I., Latif, I. R., Fahlevi, R., Rizki, J., Najamudin, Kurniawan, P., Arta, K. H., Abrar, H., & Haikal, M. (2025). Dari kelas konvensional ke pembelajaran digital: Penguatan kapasitas guru melalui pemanfaatan artificial intelligence dalam pembelajaran. Jurnal Pengabdian Masyarakat dan Riset Pendidikan, 4(2), 11176–11182. https://doi.org/10.31004/jerkin.v4i2.3447

Benvenuti, M., Cangelosi, A., Weinberger, A., Mazzoni, E., Benassi, M., Barbaresi, M., & Orsoni, M. (2023). Artificial intelligence and human behavioral development: A perspective on new skills and competences acquisition for the educational context. Computers in Human Behavior, 148, 107903. https://doi.org/10.1016/j.chb.2023.107903

Chang, D. H., Lin, M. P.-C., Hajian, S., & Wang, Q. Q. (2023). Educational design principles of using AI chatbot that supports self-regulated learning in education: Goal setting, feedback, and personalization. Sustainability, 15(17), 12921. https://doi.org/10.3390/su151712921

Chee, H., Ahn, S., & Lee, J. (2025). A competency framework for AI literacy: Variations by different learner groups and an implied learning pathway. British Journal of Educational Technology, 56(5), 2146–2182. https://doi.org/10.1111/bjet.13556

Cornish, F., Breton, N., Moreno-Tabarez, U., Delgado, J., Rua, M., de-Graft Aikins, A., & Hodgetts, D. (2023). Participatory action research. Nature Reviews Methods Primers, 3(1), Article 34. https://doi.org/10.1038/s43586-023-00214-1

Creswell, J. W. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.

Daher, R. (2025). Integrating AI literacy into teacher education: A critical perspective paper. Discover Artificial Intelligence, 5(1), Article 217. https://doi.org/10.1007/s44163-025-00475-7

Doucet, M., Pratt, H., Dzhenganin, M., & Read, J. (2022). Nothing about us without us: Using participatory action research (PAR) and arts-based methods as empowerment and social justice tools in doing research with youth “aging out” of care. Child Abuse & Neglect, 130, 105358. https://doi.org/10.1016/j.chiabu.2021.105358

Enjang Yusup Ali, Nugraha, R. G., & Nugraha, B. (2025). The effectiveness of AI-based education management systems in implementing deep learning curriculum in elementary schools. Journal of Integrated Elementary Education, 5(2), 339–352. https://doi.org/10.21580/jieed.v5i2.28004

Fallo, D., & Sogen, M. (2026). Pelatihan digital dan pemanfaatan teknologi informasi dalam pembelajaran di sekolah dasar di Kota Kupang. JUPEMI, 4(1), 1–10. https://doi.org/10.69820/jupemi.v4i1.532

Fatimah, S., Burhamzah, M., Burhamzah, R., Burhamzah, R., & Alamsyah, A. (2026). Pelatihan pemanfaatan artificial intelligence untuk mendukung administrasi dan pembelajaran guru sekolah menengah. Abdimas Langkanae, 6(1), 133-144. https://doi.org/10.53769/jpm.v6i1.732

Febriana, I., & Azizah, N. (2026). Pendampingan modul ajar adaptif dan implementasi smart assessment berbasis AI (artificial intelligence) bagi guru SMP Negeri 3 Medan. Inisiatif: Jurnal Dedikasi Pengabdian Masyarakat, 5(1), 1-17. https://doi.org/10.61227/inisiatif.v5i1.794

George, B., & Wooden, O. (2023). Managing the strategic transformation of higher education through artificial intelligence. Administrative Sciences, 13(9), Article 196. https://doi.org/10.3390/admsci13090196

González-Pérez, L. I., & Ramírez-Montoya, M. S. (2022). Components of Education 4.0 in 21st century skills frameworks: Systematic review. Sustainability, 14(3), Article 1493. https://doi.org/10.3390/su14031493

Gunagraha, S., & Ibrahim, R. (2024). Rekonstruksi pendidikan nasional dalam perspektif kebijakan Merdeka Belajar. Jurnal Jendela Pendidikan, 5(4), 985–1000. https://doi.org/10.57008/jjp.v5i04.1786

Hsu, C.-Y., & Wu, T.-T. (2023). Application of business simulation games in flipped classrooms to facilitate student engagement and higher-order thinking skills for sustainable learning practices. Sustainability, 15(24), 16867. https://doi.org/10.3390/su152416867

Kim, J., Lee, H., & Cho, Y. H. (2022). Learning design to support student–AI collaboration: Perspectives of leading teachers for AI in education. Education and Information Technologies, 27(5), 6069–6104. https://doi.org/10.1007/s10639-021-10831-6

Kitcharoen, P., Howimanporn, S., & Chookaew, S. (2024). Enhancing teachers’ AI competencies through artificial intelligence of things professional development training. International Journal of Interactive Mobile Technologies, 18(2), 4–15. https://doi.org/10.3991/ijim.v18i02.46613

Maxwell, B., Káplár-Kodácsy, K., Hobson, A. J., & Hotham, E. (2024). Effective mentor training, education and development: A qualitative multilevel meta-synthesis. International Journal of Mentoring and Coaching in Education, 13(4), 422–440. https://doi.org/10.1108/IJMCE-07-2023-0068

Megawati, M., & Sofiroh, M. (2025). Transformasi pembelajaran abad ke-21 di sekolah dasar: Integrasi literasi digital dalam Kurikulum Merdeka. Journal of Education for All, 3(2), 102–111. https://doi.org/10.61692/edufa.v3i2.314

Mittal, M., Tripathi, A., Kaur, R., Gupta, D. N., Sardana, K., & Pandey, S. A. (2024). Integrating AI into pedagogy: Exploring AI-enhanced approaches for student-centered learning. In 2024 3rd Edition of IEEE Delhi Section Flagship Conference (DELCON) (pp. 1–4). IEEE. https://doi.org/10.1109/DELCON64804.2024.10867021

Mouta, A., Torrecilla-Sánchez, E. M., & Pinto-Llorente, A. M. (2025). Comprehensive professional learning for teacher agency in addressing ethical challenges of AIED: Insights from educational design research. Education and Information Technologies, 30(3), 3343–3387. https://doi.org/10.1007/s10639-024-12946-y

Nemani, S. (2025). Evaluating the impact of artificial intelligence on reducing administrative burden and enhancing instructional efficiency in middle schools. Current Perspectives in Educational Research, 8(1), 1–16. https://doi.org/10.46303/cuper.2025.1

Patfield, S., Gore, J., & Harris, J. (2023). Shifting the focus of research on effective professional development: Insights from a case study of implementation. Journal of Educational Change, 24(2), 345–363. https://doi.org/10.1007/s10833-021-09446-y

Prasetiyo, W. H., Sumardjoko, B., Muhibbin, A., Mahadir Naidu, N. B., & Muthali’in, A. (2023). Promoting digital citizenship among student-teachers: The role of project-based learning in improving appropriate online behaviors. Participatory Educational Research, 10(1), 389–407. https://doi.org/10.17275/per.23.21.10.1

Rumtutuly, F., Sugiarto, S., Johansz, D., Wakole, T., Mose, W. Y., Mapusa, L., Rumlawang, P. A., & Suherman, D. R. (2025). Pelatihan penyusunan perangkat pembelajaran berbasis etnopedagogi dan deep learning berbantuan teknologi bagi guru pulau-pulau kecil perbatasan. Jurnal Masyarakat Madani Indonesia, 5(1), 17–26. https://doi.org/10.59025/ktqb8f40

Schiff, D. (2022). Education for AI, not AI for education: The role of education and ethics in national AI policy strategies. International Journal of Artificial Intelligence in Education, 32(3), 527–563. https://doi.org/10.1007/s40593-021-00270-2

Sims, S., Fletcher-Wood, H., O’Mara-Eves, A., Cottingham, S., Stansfield, C., Goodrich, J., Van Herwegen, J., & Anders, J. (2025). Effective teacher professional development: New theory and a meta-analytic test. Review of Educational Research, 95(2), 213–254. https://doi.org/10.3102/00346543231217480

Sufyadi, S., Rini, S., Dewi, L. K., Tamami, W., & Zulfa, A. (2026). Pendampingan Forum Guru Muhammadiyah Banjarbaru dalam penguatan kapasitas guru melalui integrasi pembelajaran berbasis kecerdasan artifisial. Bima Abdi: Jurnal Pengabdian Masyarakat, 6(2), 614–628. https://doi.org/10.53299/ba-jpm.v6i2.4117

Sugiyono. (2019). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.

Suguraliyeva, A., Bakhtiyarova, G., Abil, A., Kapina, E., & Taganova, A. (2026). Professional competence of future primary school teachers in the context of an updated educational system. Journal of Teaching and Learning, 20(1). https://doi.org/10.22329/jtl.v20i1.9264

Tahel, F., Ikorasaki, F., Ginting, E., Dari, W., & Mayasari, D. (2025). Implementasi pembelajaran mendalam berbasis artificial intelligence dalam meningkatkan literasi digital guru sekolah menengah pertama. Jurnal Pengabdian Masyarakat Berdampak, 2(1), 21–31. https://doi.org/10.64803/jupemba.v2i1.73

Tawafak, R. M., & Al Hinaai, B. (2024). A literature review on developing community service through training programs for university students. ITM Web of Conferences, 64, 01018. https://doi.org/10.1051/itmconf/20246401018

Tian, X., Park, K. H., & Liu, Q. (2023). Deep learning influences on higher education students’ digital literacy: The mediating role of higher-order thinking. International Journal of Engineering Pedagogy, 13(6), 33–49. https://doi.org/10.3991/ijep.v13i6.38177

Wati, V., Irawan, J., Yusuf, A. M., & Iswanto, M. E. (2025). Pendampingan peningkatan kompetensi guru MI Hidayatus Salafiyah di Indramayu melalui pembelajaran berbasis artificial intelligence. SUBSERVE: Community Service and Empowerment Journal, 3(1), 87–93. https://doi.org/10.36728/scsej.v3i1.74

Yue, M., Jong, M. S.-Y., & Ng, D. T. K. (2024). Understanding K–12 teachers’ technological pedagogical content knowledge readiness and attitudes toward artificial intelligence education. Education and Information Technologies, 29(15), 19505–19536. https://doi.org/10.1007/s10639-024-12621-2

Additional Files

Published

2026-06-20

 


How to Cite

Iskandar, P. A., Pratama, G. C., Afandi, M., Jupriyanto, & Maulana, A. (2026). Pendampingan Implementasi Deep Learning Berbantuan Artificial Intelligence Dalam Menyiapkan Pendidik Unggul Sekolah Dasar Kabupaten Temanggung. Inisiatif : Jurnal Dedikasi Pengabdian Masyarakat, 5(1), 227–247. https://doi.org/10.61227/inisiatif.v5i1.811

Similar Articles

1 2 3 4 5 6 > >> 

You may also start an advanced similarity search for this article.