@article{ART003353650},
author={Keun-Ho Lee},
title={A Study on an Education Model for Manufacturing AX in the Internet of Things Environment},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2026},
volume={12},
number={3},
pages={22}
TY - JOUR
AU - Keun-Ho Lee
TI - A Study on an Education Model for Manufacturing AX in the Internet of Things Environment
JO - Journal of Internet of Things and Convergence
PY - 2026
VL - 12
IS - 3
PB - The Korea Internet of Things Society
SP - 22
EP -
SN - 2466-0078
AB - With the acceleration of the Fourth Industrial Revolution, Internet of Things (IoT) technology has emerged as a core technology driving the digital transformation of manufacturing sites. AX (AI Transformation) utilizing artificial intelligence is acting as a key driver for improving productivity, quality, and smart factory implementation; however, specialized human resources are in critically short supply. This study integrates the results of an AX transformation demand survey conducted on 23 manufacturing companies in the Cheonan region with an analysis of IoT·AI technology trends to propose a systematic education model for manufacturing AX. Based on field needs and technology gaps identified through the demand survey, we designed a three-phase education model—Phase 1 (IoT·AI basic competency), Phase 2 (manufacturing data analysis and utilization), and Phase 3 (practical application of manufacturing AX)—adopting a field-centered learning system that integrates theory and practice along with corporate mentoring to maximize educational effectiveness.
KW - IoT;Manufacturing AX;AI Transformation;Smart Factory;Education Model
DO -
UR -
ER -
Keun-Ho Lee. (2026). A Study on an Education Model for Manufacturing AX in the Internet of Things Environment. Journal of Internet of Things and Convergence, 12(3), 22.
Keun-Ho Lee. 2026, "A Study on an Education Model for Manufacturing AX in the Internet of Things Environment", Journal of Internet of Things and Convergence, vol.12, no.3 22.
Keun-Ho Lee "A Study on an Education Model for Manufacturing AX in the Internet of Things Environment" Journal of Internet of Things and Convergence 12.3 22 (2026) : 22.
Keun-Ho Lee. A Study on an Education Model for Manufacturing AX in the Internet of Things Environment. 2026; 12(3), 22.
Keun-Ho Lee. "A Study on an Education Model for Manufacturing AX in the Internet of Things Environment" Journal of Internet of Things and Convergence 12, no.3 (2026) : 22.
Keun-Ho Lee. A Study on an Education Model for Manufacturing AX in the Internet of Things Environment. Journal of Internet of Things and Convergence, 12(3), 22.
Keun-Ho Lee. A Study on an Education Model for Manufacturing AX in the Internet of Things Environment. Journal of Internet of Things and Convergence. 2026; 12(3) 22.
Keun-Ho Lee. A Study on an Education Model for Manufacturing AX in the Internet of Things Environment. 2026; 12(3), 22.
Keun-Ho Lee. "A Study on an Education Model for Manufacturing AX in the Internet of Things Environment" Journal of Internet of Things and Convergence 12, no.3 (2026) : 22.
