Image-Based Sorting Machine as Training Kit for Artificial Neural Network Learning in Intelligent Control Systems Course
- DOI
- 10.2991/978-2-38476-360-3_123How to use a DOI?
- Keywords
- Artificial Neural Networks; Arduino UNO; Software; Hardware; Learning Kit Training; Intelligent Control Systems
- Abstract
The integration of artificial intelligence (AI) into educational tools is essential for familiarizing students with AI technology, its benefits, and applications. This study centers on the development, performance evaluation, and feasibility assessment of an Image-Based Sorting Machine as a Training Kit designed for learning Artificial Neural Networks. The research utilized a comprehensive ten-stage development process, incorporating methods such as testing, observation, and questionnaires for data collection. The training kit was meticulously evaluated by two media experts and two subject matter experts, receiving a high feasibility score of 91.88%. Additionally, a product usage test was conducted with 20 students from the Electronics Engineering Education program at Yogyakarta State University, resulting in a favorable reception and a score of 81.88%. With an impressively low error rate of only 2.5%, this learning trainer has demonstrated its high suitability for courses on intelligent control systems, proving to be an effective and practical educational tool. This study underscores the value of integrating advanced AI tools into educational curricula to enhance learning outcomes and practical skills in AI-related technologies.
- Copyright
- © 2025 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Fatchul Arifin AU - Rayana Jaka Surya PY - 2025 DA - 2025/04/02 TI - Image-Based Sorting Machine as Training Kit for Artificial Neural Network Learning in Intelligent Control Systems Course BT - Proceedings of The 8th International Conference on Education Innovation (ICEI 2024) PB - Atlantis Press SP - 1449 EP - 1460 SN - 2352-5398 UR - https://doi.org/10.2991/978-2-38476-360-3_123 DO - 10.2991/978-2-38476-360-3_123 ID - Arifin2025 ER -