PENERAPAN TEKNOLOGI BERBASIS AI DALAM PENILAIAN KETERAMPILAN PRAKTIS SISWA: STUDI EKSPERIMEN DI MI NU MANBAUL HUDA
DOI:
https://doi.org/10.62567/ijosse.v1i1.622Keywords:
Penilaian berbasis AI, keterampilan praktis, pendidikan dasar, sekolah Islam, teknologi pendidikan.Abstract
Penelitian ini mengkaji penerapan teknologi berbasis AI dalam penilaian keterampilan praktis siswa melalui pendekatan eksperimen di MI NU Manbaul Huda. Latar belakang penelitian ini berawal dari tantangan metode penilaian tradisional yang seringkali subjektif, memakan waktu, dan tidak konsisten. Tujuan penelitian adalah mengevaluasi efektivitas sistem penilaian berbasis AI dalam meningkatkan akurasi dan efisiensi penilaian keterampilan praktis. Metodologi yang digunakan adalah desain eksperimen semu, membandingkan kelompok eksperimen yang menggunakan sistem AI dengan kelompok kontrol yang menggunakan metode tradisional. Data dikumpulkan melalui observasi, kuesioner, dan wawancara dengan guru dan siswa. Hasil penelitian menunjukkan bahwa sistem AI mencapai akurasi sebesar 89%, lebih tinggi secara signifikan dibandingkan metode tradisional sebesar 75%. Selain itu, 85% guru dan 90% siswa menyatakan persepsi positif terhadap sistem AI. Studi ini menyimpulkan bahwa teknologi berbasis AI berpotensi mentransformasi penilaian keterampilan praktis dengan memberikan umpan balik yang objektif dan real-time. Penelitian ini berkontribusi pada bidang teknologi pendidikan dengan menunjukkan kelayakan dan manfaat AI di tingkat pendidikan dasar, khususnya di sekolah berbasis Islam. Rekomendasi mencakup pelatihan guru dan peningkatan infrastruktur untuk mendukung implementasi yang lebih luas.
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References
Chen, X., Xie, H., & Hwang, G. J. (2020). A multi-perspective study on artificial intelligence in education: Opportunities, challenges, and future directions. Journal of Educational Technology & Society, 23(2), 1-18.
https://doi.org/10.30191/ETS.202004_23(2).0001
Holmes, W., Bialik, M., & Fadel, C. (2021). Artificial intelligence in education: Promises and implications for teaching and learning. Center for Curriculum Redesign.
Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). Intelligence unleashed: An argument for AI in education. Pearson Education.
Selwyn, N. (2022). Should robots replace teachers? AI and the future of education. Polity Press.
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education. International Journal of Educational Technology in Higher Education, 16(1), 1-27.
https://doi.org/10.1186/s41239-019-0171-0
Ananiadou, K., & Claro, M. (2009). 21st century skills and competences for new millennium learners in OECD countries. OECD Education Working Papers, 41.
https://doi.org/10.1787/218525261154
(Sumber tentang keterampilan abad ke-21)
Rahayu, S., Prasetyo, Z. K., & Wilujeng, I. (2021). Challenges in assessing 21st century skills in Indonesian elementary schools. Journal of Educational Research and Evaluation, 25(1), 45-56.
https://doi.org/10.21831/jere.v25i1.34567
Raihani, R. (2018). Education for multicultural citizens in Indonesia: Policies and practices. Compare: A Journal of Comparative and International Education, 48(6), 992-1009.
https://doi.org/10.1080/03057925.2017.1369395
Hwang, G. J., Xie, H., Wah, B. W., & Gašević, D. (2020). Vision, challenges, roles, and research issues of artificial intelligence in education. Computers and Education: Artificial Intelligence, 1, 100001.
https://doi.org/10.1016/j.caeai.2020.100001
Holmes, W., Persson, J., Chounta, I. A., Wasson, B., & Dimitrova, V. (2022). Artificial intelligence and education: A critical view through the lens of human rights, democracy, and the rule of law. Council of Europe.
Baker, T., & Smith, L. (2019). Educ-AI-tion rebooted? Exploring the future of artificial intelligence in schools and colleges. Nesta Foundation.
Popenici, S. A. D., & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(1), 22.
https://doi.org/10.1186/s41039-017-0062-8
Williamson, B. (2017). Big data in education: The digital future of learning, policy, and practice. SAGE Publications.
Gašević, D., Siemens, G., & Rosé, C. P. (2021). Guest editorial: Special section on artificial intelligence in education. IEEE Transactions on Learning Technologies, 14(2), 133-135.
https://doi.org/10.1109/TLT.2021.3077612
Roll, I., & Wylie, R. (2016). Evolution and revolution in artificial intelligence in education. International Journal of Artificial Intelligence in Education, 26(2), 582-599.
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