. Pelatihan Deep Learning bagi Guru Sekolah Dasar dalam Pembelajaran Matematika di Era Digital

.

Authors

  • Iyan Rosita Dewi Nur Universitas Singaperbangsa Karawang, Indonesia
  • Ine Rahayu Purnamaningsih Universitas Singaperbangsa Karawang, Indonesia
  • Kiki Nia Sania Effendi Universitas Singaperbangsa Karawang, Indonesia
  • Cut Nuraini Universitas Singaperbangsa Karawang, Indonesia
  • Hamdanah Hamdanah Universitas Singaperbangsa Karawang, Indonesia
  • Kartini Kartini Universitas Singaperbangsa Karawang, Indonesia
  • R. Euis Sulastri Universitas Singaperbangsa Karawang, Indonesia
  • Ratu Firdausi Rahman Universitas Singaperbangsa Karawang, Indonesia
  • Nuniek Noermala Universitas Singaperbangsa Karawang, Indonesia

DOI:

https://doi.org/10.30734/j-abdipamas.v10i1.5284

Abstract

ABSTRACT

This Community Service activity aims to improve the understanding and ability of elementary school teachers in implementing deep learning in mathematics subjects in the digital era. Problems faced by partners include teachers' low understanding of the concept of deep learning and low literacy and numeracy skills of students. Implementation methods include lectures, training, seminars, and discussion forums to strengthen teacher competencies related to the concepts, theories, and implementation of deep learning-based learning. The results of the activity show an increase in teacher knowledge and skills in designing more interactive, contextual, and student-centered mathematics learning. In addition, ongoing discussion forums provide support for teachers in overcoming implementation obstacles in the field. This program contributes to encouraging improvements in the quality of mathematics learning in elementary schools and teacher readiness to face educational challenges in the digital era.

 

Keywords: Training, Deep Learning, Mathematics, Learning, Digital Era

 

ABSTRAK

Kegiatan Pengabdian kepada Masyarakat ini bertujuan meningkatkan pemahaman dan kemampuan guru sekolah dasar dalam mengimplementasikan pembelajaran deep learning pada mata pelajaran matematika di era digital. Permasalahan yang dihadapi mitra meliputi rendahnya pemahaman guru terhadap konsep deep learning serta rendahnya kemampuan literasi dan numerasi siswa. Metode pelaksanaan mencakup ceramah, pelatihan, seminar, dan forum diskusi untuk memperkuat kompetensi guru terkait konsep, teori, serta penerapan pembelajaran berbasis deep learning. Hasil kegiatan menunjukkan peningkatan pengetahuan dan keterampilan guru dalam merancang pembelajaran matematika yang lebih interaktif, kontekstual, dan berpusat pada siswa. Selain itu, forum diskusi yang berkelanjutan memberi dukungan bagi guru dalam mengatasi kendala penerapan di lapangan. Program ini berkontribusi dalam mendorong peningkatan kualitas pembelajaran matematika di sekolah dasar dan kesiapan guru menghadapi tantangan pendidikan di era digital.

 

Kata Kunci: Pelatihan, Pembelajaran Mendalam, Matematika, Pembelajaran, Era Digital

References

Adriana. (2021). Model Pembelajaran Berbasis Deep Learning Bagi Siswa Inklusi di Pendidikan Vokasi : Systematic Literature Review. Jurnal Tiarsie, 18(4), 1–9.

Aisah H, Zaqiah QY, Supiana A. (2021). Implementasi kebijakan asesmen kemampuan minimum (AKM): Analisis implementasi kebijakan AKM. Jurnal Pendidikan Islam Al-Affan, 1(2), 128–135.

Beers, S. Z. (2011). 21st century skills: Preparing students for their future. Solution Tree Press.

Black, P., & Wiliam, D. (2009). Developing the theory of formative assessment. Educational Assessment.

Bruner, J. (1996). The Culture of Education. Harvad University Press

Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2), 97–140. https://doi.org/10.1080/10888691.2018.1537791

Deci, E. L., & Ryan, R. M. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25(1), 54–67. https://doi.org/10.1006/ceps.1999.1020.

Dweck, C. S. (2006). Mindset: The New Psychology of Success. Random House.

Fullan, M., Quinn, J., & McEachen, J. (2020). Deep learning in action: A practical guide to transforming schools. Corwin.

Hattie, J. (2020). Visible learning: Feedback. Routledge. https://doi.org/10.4324/9780429485480

Holmes, W., Bialik, M., & Fadel, C. (2021). Artificial intelligence in education: Promises and implications for teaching and learning. Center for Curriculum Redesign.

Kaluge AH. (2024). Pemanfaatan AI untuk meningkatkan pemahaman konsep matematika di era digital. Prosiding SEMNAPTIKA IV, 191–205.

Kementerian Pendidikan dan Kebudayaan. (2020). Asesmen kompetensi minimum dan implikasinya terhadap pembelajaran. Pusat Asesmen dan Pembelajaran.

Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi. (2022). Kurikulum merdeka: Panduan pembelajaran dan asesmen.

Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi. (2023). Transformasi sistem asesmen nasional.

Koehler, M. J., Mishra, P., & Cain, W. (2021). What is technological pedagogical content knowledge (TPACK)? Journal of Education, 193(3), 13–19. https://doi.org/10.1177/002205741319300303

Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2022). Intelligence unleashed: An argument for AI in education. Pearson Education.

Maghfiroh, F. L., Amin, S. M., Ibrahim, M., & Hartatik, S. (2021). Keefektifan pendekatan Pendidikan Matematika Realistik Indonesia terhadap kemampuan literasi numerasi siswa sekolah dasar. Jurnal Basicedu, 5(5), 3342–3351. https://doi.org/10.31004/basicedu.v5i5.1341.

Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017–1054.

OECD. (2019). PISA 2018 results (Volume I): What students know and can do. OECD Publishing. https://doi.org/10.1787/5f07c754-en

OECD. (2020). Education responses to COVID-19: Embracing digital learning. OECD Publishing.

OECD. (2021). Beyond academic learning: First results from the Survey of Social and Emotional Skills. OECD Publishing. https://doi.org/10.1787/92a11084-en

OECD. (2022). Mathematics performance (PISA): Insights and interpretations. OECD Publishing.

OECD. (2023). PISA 2022 results (Volume I): The state of learning and equity in education. OECD Publishing.

Rogers, C. R. (1983). Freedom to learn for the 80s. Charles E. Merrill Publishing Company.

Ryan, R. M., & Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective. Contemporary Educational Psychology, 61, 101860. https://doi.org/10.1016/j.cedpsych.2020.101860

Tawil, S., & Locatelli, R. (2015). Rethinking education: Towards a global common good. Dostupné z https://www.norrag.org/rethinkingeducation-towardsa-global-common-good.

Tyaningsih RY, Primajati G, Kurniawan E. (2024). Identifikasi kebutuhan penggunaan teknologi artificial intelligence dalam mendukung pembelajaran matematika yang adaptif. Mandalika Mathematics and Education Journal, 6(2), 885–894.

UNESCO. (2021). Reimagining our futures together: A new social contract for education. UNESCO Publishing.

UNESCO. (2022). Education for sustainable development: A roadmap. UNESCO Publishing

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.

World Bank. (2020). The human capital index 2020 update: Human capital in the time of COVID-19. World Bank

World Economic Forum. (2020). Schools of the future: Defining new models of education for the fourth industrial revolution. World Economic Forum.

Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory into practice, 41(2), 64-70.

Downloads

Published

2026-04-06

How to Cite

Nur, I. R. D., Purnamaningsih, I. R., Effendi, K. N. S., Nuraini, C., Hamdanah, H., Kartini, K., … Noermala, N. (2026). . Pelatihan Deep Learning bagi Guru Sekolah Dasar dalam Pembelajaran Matematika di Era Digital: . J-ABDIPAMAS (Jurnal Pengabdian Kepada Masyarakat), 10(1), 36–45. https://doi.org/10.30734/j-abdipamas.v10i1.5284

Issue

Section

Articles

Citation Check