@article{ART002974335},
author={Burm,EunAe and Chun Yeol Eo and Han Ji Youn},
title={Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2023},
volume={9},
number={3},
pages={35-43},
doi={10.20465/KIOTS.2023.9.3.035}
TY - JOUR
AU - Burm,EunAe
AU - Chun Yeol Eo
AU - Han Ji Youn
TI - Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases
JO - Journal of Internet of Things and Convergence
PY - 2023
VL - 9
IS - 3
PB - The Korea Internet of Things Society
SP - 35
EP - 43
SN - 2466-0078
AB - This study tried to find out the applicability and effectiveness of the AI-based adaptive learning system in university classes by operating an AI-based adaptive learning system on a pilot basis. To this end, an AI-based adaptive learning system was applied to analyze the operation results of 42 learners who participated in basic mathematics classes, and a survey and in-depth interviews were conducted with students and professors. As a result of the study, the use of an AI-based customized learning system improved students' academic achievement. Both instructors and learners seem to contribute to improving learning performance in basic concept learning, and through this, the AI-based adaptive learning system is expected to be an effective way to enhance self-directed learning and strengthen knowledge through concept learning. It is expected to be used as basic data related to the introduction and application of basic science subjects for AI-based adaptive learning systems. In the future, we suggest a strategy study on how to use the analyzed data and to verify the effect of linking the learning process and analyzed data provided to students in AI-based customized learning to face-to-face classes.
KW - Artificial intelligence(AI);AI-Based Adaptive Learning;basic education;basic mathematics;university education
DO - 10.20465/KIOTS.2023.9.3.035
ER -
Burm,EunAe, Chun Yeol Eo and Han Ji Youn. (2023). Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases. Journal of Internet of Things and Convergence, 9(3), 35-43.
Burm,EunAe, Chun Yeol Eo and Han Ji Youn. 2023, "Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases", Journal of Internet of Things and Convergence, vol.9, no.3 pp.35-43. Available from: doi:10.20465/KIOTS.2023.9.3.035
Burm,EunAe, Chun Yeol Eo, Han Ji Youn "Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases" Journal of Internet of Things and Convergence 9.3 pp.35-43 (2023) : 35.
Burm,EunAe, Chun Yeol Eo, Han Ji Youn. Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases. 2023; 9(3), 35-43. Available from: doi:10.20465/KIOTS.2023.9.3.035
Burm,EunAe, Chun Yeol Eo and Han Ji Youn. "Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases" Journal of Internet of Things and Convergence 9, no.3 (2023) : 35-43.doi: 10.20465/KIOTS.2023.9.3.035
Burm,EunAe; Chun Yeol Eo; Han Ji Youn. Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases. Journal of Internet of Things and Convergence, 9(3), 35-43. doi: 10.20465/KIOTS.2023.9.3.035
Burm,EunAe; Chun Yeol Eo; Han Ji Youn. Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases. Journal of Internet of Things and Convergence. 2023; 9(3) 35-43. doi: 10.20465/KIOTS.2023.9.3.035
Burm,EunAe, Chun Yeol Eo, Han Ji Youn. Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases. 2023; 9(3), 35-43. Available from: doi:10.20465/KIOTS.2023.9.3.035
Burm,EunAe, Chun Yeol Eo and Han Ji Youn. "Validation of the effectiveness of AI-Based Personalized Adaptive Learning: Focusing on basic math class cases" Journal of Internet of Things and Convergence 9, no.3 (2023) : 35-43.doi: 10.20465/KIOTS.2023.9.3.035
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