Desain Laboratorium Virtual Berbasis IoT untuk Pembelajaran Elektronika
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Abstract
Abstrak— Penelitian ini dilatarbelakangi oleh keterbatasan fasilitas laboratorium fisik dalam praktikum elektronika dan kebutuhan akan solusi daring yang interaktif melalui Internet of Things (IoT). Tujuan penelitian adalah merancang, mengimplementasikan, dan mengevaluasi prototipe laboratorium virtual berbasis IoT untuk meningkatkan efektivitas pembelajaran praktikum. Metode yang digunakan adalah design‑based research dengan model mixed methods—meliputi analisis kebutuhan, perancangan sistem, implementasi prototipe, pilot testing, serta evaluasi kuantitatif (nilai kuis, praktikum, ujian) dan kualitatif (wawancara, FGD, observasi). Temuan menunjukkan peningkatan rata‑rata nilai eksperimen sebesar 8 poin dibanding metode konvensional, skor kepuasan pengguna tinggi (4,31/5), waktu respon sistem cepat (1,2 detik), dan interaksi intensif (150 kali per sesi). Kontribusi penelitian meliputi model inovatif laboratorium virtual IoT yang user‑friendly, dashboard real‑time, serta rekomendasi integrasi AI dan fitur kolaboratif untuk pembelajaran teknik yang lebih fleksibel, inklusif, dan adaptif.
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Abekiri, L. M., & Smith, J. (2023). Remote laboratory access using IoT in electronic engineering education. IEEE Transactions on Learning Technologies, 16(2), 150–160.
Ahmed, S., Smith, B., & Lee, C. (2021). Challenges in physical electronics laboratories: A student perspective. International Journal of Electrical Engineering Education, 58(4), 345–358.
Chen, L., & Lee, S. (2022). Adaptive learning in virtual electronics labs using machine learning. Computers & Education, 182, 104539.
Eliza, M. D., & Yuda, A. (2024). Android‑based learning media for basic electronics: Impact on student motivation. Journal of Technical Education, 14(1), 25–37.
Ferreira, P., Santos, M., & Lopes, R. (2024). Personalized feedback in IoT‑enabled virtual learning environments. Journal of Educational Psychology, 116(2), 256–273.
Ghani, U., Khan, M., & Ahmed, M. (2020). Real‑time feedback and student engagement in IoT‑based remote labs. International Journal of Engineering Education, 36(5), 733–745.
García, D., & Herrera, F. (2021). Blended learning with virtual labs: A design‑based study in electronics courses. British Journal of Educational Technology, 52(1), 232–247.
González, R., & Silva, M. (2021). Virtual reality laboratories for electronics education: A systematic review. Frontiers in Education, 6, 655432.
Honig, M., Baker, T., & Robinson, S. (2022). COVID‑19 and the rapid shift to online labs: Lessons learned. Journal of Engineering Education, 111(1), 23–45.
Kumar, P., & Singh, A. (2022). Design and implementation of IoT‑based virtual labs for electronics experiments. IEEE Journal on Internet of Things, 9(3), 204–213.
Kurniawan, B., Santoso, F., & Arifin, Z. (2023). Augmented reality in electronics education: Enhancing student understanding. Computers & Education, 192, 104634.
Lee, C., & Chan, K. (2023). Design‑based research in engineering education: A systematic review. Educational Technology Research and Development, 71(2), 259–280.
Li, J., & Liang, Y. (2024). Addressing lab resource constraints: IoT‑enabled remote electronics labs. International Journal of Electrical and Computer Engineering, 19(2), 122–131.
Lubis, M., & Harahap, R. (2020). Security and communication challenges in IoT‑based laboratories. Journal of Network and Computer Applications, 150, 102481.
Maulana, I., Prasetyo, E., & Hartono, A. (2021). Data security protocols for remote IoT laboratories. IEEE Access, 9, 75432–75442.
Moreno, L., García, P., & Torres, R. (2023). Edge computing for low‑latency virtual labs: A case study. IEEE Internet of Things Journal, 10(4), 2145–2155.
Nguyen, T., & Tran, L. (2024). AI‑driven analytics in IoT virtual labs: Personalizing feedback. Computers & Education: Artificial Intelligence, 5, 100153.
Nuryani, L., & Setiawan, D. (2020). Policy frameworks for data privacy in IoT educational environments. Education and Information Technologies, 25(4), 3121–3133.
Ocvianti, R., & Sulisworo, D. (2021). Google Classroom‑based virtual lab for Ohm’s Law: Effect on critical thinking. Journal of Education and Teaching, 7(2), 127–138.
Patel, K., & Gupta, V. (2024). Iterative design‑based research in IoT laboratory development. International Journal of Educational Technology in Higher Education, 21(1), 45.
Portillo, E., Calvo, M., & Sánchez, A. (2023). Evaluation of remote IoT laboratories in electronics education. Journal of Technical Education and Training, 14(3), 67–80.
Prasetyo, E., & Wibowo, A. (2020). Analysis of student performance in virtual and traditional electronics labs. International Journal of Online and Biomedical Engineering, 16(9), 23–31.
Pratama, A., Suryani, E., & Nugraha, M. (2022). Collaborative features in virtual IoT labs: Student and teacher perspectives. Education and Information Technologies, 27(6), 7834–7850.
Purnamawati, A. (2021). Development of IoT‑based learning tools for digital electronics courses using blended learning. Jurnal Pendidikan Teknik Elektro, 11(1), 12–20.
Raghav, R., Singh, P., & Sharma, S. (2022). Long‑term impact of remote electronics laboratories on industry readiness. Journal of Vocational Education & Training, 74(2), 223–240.
Santos, E., & Prudente, R. (2022). Smart IoT labs for STEM education: Effects on student performance. Sensors, 22(8), 3120.
Saraswati, N., Yusuf, S., & Diah, T. (2020). Real‑time feedback in virtual labs: Student engagement analysis. International Journal of Educational Research, 99, 101514.
Sharma, P., & Kumar, R. (2023). Machine learning applications in IoT‑enabled virtual laboratories. IEEE Transactions on Education, 66(1), 54–63.
Silva, M., & Gómez, R. (2022). Integrating virtual labs into blended learning for electronics courses. IEEE Transactions on Learning Technologies, 15(4), 503–512.
Singh, P., Kumar, R., & Sharma, S. (2021). 3D virtual components in electronics labs: Reducing cognitive load. Computers in Human Behavior, 127, 107062.
Smith, L., & Johnson, H. (2024). Integrating VR/AR and IoT for immersive electronics labs. MDPI Sensors, 24(7), 3080.
Suwardi, I., Ramadani, N., & Hadi, S. (2021). Proteus‑based virtual electronics kit: Enhancing problem‑solving skills. International Journal of Online and Biomedical Engineering, 17(7), 4–15.
Vieira, A., Silva, L., & Pereira, J. (2022). Longitudinal study on the efficacy of IoT labs in electronics education. Computers & Education, 179, 104145.
Wang, X., & Chen, Y. (2023). Comparative study of IoT virtual labs and traditional labs in electronics education. Journal of Educational Technology & Society, 26(1), 98–110.
Widiarini, I., Azmi, M., & Syah, R. (2024). Tinkercad virtual lab and project‑based assessment: Boosting creativity. Journal of Technical Education and Training, 16(2), 55–65.
Xie, H. (2022). Resource allocation in physical laboratories: A review of challenges and strategies. International Journal of Engineering Pedagogy, 12(3), 44–59.
Yousif, H., & Abdalgader, E. (2022). Remote hardware access via IoT: Framework for electronics education. International Journal of Distance Education Technologies, 20(2), 1–17.
Zhao, L., & Yu, J. (2023). Modular architecture for IoT‑enabled remote laboratories. Journal of Network and Computer Applications, 210, 103499.
Zheng, X., & Jiang, Y. (2023). Effects of virtual laboratory experiences on learning outcomes in engineering. Journal of Engineering Education Research, 2(1), 15–30.
Zhou, L., & Xie, H. (2022). Network latency challenges in remote laboratory systems. Journal of Network and Computer Applications, 200, 103309.