@article{ART002998514},
author={Chang Bae Moon and Byeong-Man Kim and Young-Jin Kim},
title={Shoe Recommendation System by Measurement of Foot Shape Image},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2023},
volume={28},
number={9},
pages={93-104},
doi={10.9708/jksci.2023.28.09.093}
TY - JOUR
AU - Chang Bae Moon
AU - Byeong-Man Kim
AU - Young-Jin Kim
TI - Shoe Recommendation System by Measurement of Foot Shape Image
JO - Journal of The Korea Society of Computer and Information
PY - 2023
VL - 28
IS - 9
PB - The Korean Society Of Computer And Information
SP - 93
EP - 104
SN - 1598-849X
AB - In modern society, the service method is tended to prefer the non-face-to-face method rather than the face-to-face method. However, services that recommend products such as shoes will inevitably be face-to-face method. In this paper, for the purpose of non-face-to-face service, a system that a foot size is automatically measured and some shoes are recommended based on the measurement result is proposed. To analyze the performance of the proposed method, size measurement error rate and recommendation performance were analyzed. In the recommendation performance experiments, a total of 10 methods for similarity calculation were used and the recommendation method with the best performance among them was applied to the system. From the experiments, the error rate the foot size was small and the recommendation performance was possible to derive significant results. The proposed method is at the laboratory level and needs to be expanded and applied to the real environment. Also, the recommendation method considering design could be needed in the future work.
KW - Image Processing;Recommendation System;Foot Shape;Artificial Intelligence;Machine Learning
DO - 10.9708/jksci.2023.28.09.093
ER -
Chang Bae Moon, Byeong-Man Kim and Young-Jin Kim. (2023). Shoe Recommendation System by Measurement of Foot Shape Image. Journal of The Korea Society of Computer and Information, 28(9), 93-104.
Chang Bae Moon, Byeong-Man Kim and Young-Jin Kim. 2023, "Shoe Recommendation System by Measurement of Foot Shape Image", Journal of The Korea Society of Computer and Information, vol.28, no.9 pp.93-104. Available from: doi:10.9708/jksci.2023.28.09.093
Chang Bae Moon, Byeong-Man Kim, Young-Jin Kim "Shoe Recommendation System by Measurement of Foot Shape Image" Journal of The Korea Society of Computer and Information 28.9 pp.93-104 (2023) : 93.
Chang Bae Moon, Byeong-Man Kim, Young-Jin Kim. Shoe Recommendation System by Measurement of Foot Shape Image. 2023; 28(9), 93-104. Available from: doi:10.9708/jksci.2023.28.09.093
Chang Bae Moon, Byeong-Man Kim and Young-Jin Kim. "Shoe Recommendation System by Measurement of Foot Shape Image" Journal of The Korea Society of Computer and Information 28, no.9 (2023) : 93-104.doi: 10.9708/jksci.2023.28.09.093
Chang Bae Moon; Byeong-Man Kim; Young-Jin Kim. Shoe Recommendation System by Measurement of Foot Shape Image. Journal of The Korea Society of Computer and Information, 28(9), 93-104. doi: 10.9708/jksci.2023.28.09.093
Chang Bae Moon; Byeong-Man Kim; Young-Jin Kim. Shoe Recommendation System by Measurement of Foot Shape Image. Journal of The Korea Society of Computer and Information. 2023; 28(9) 93-104. doi: 10.9708/jksci.2023.28.09.093
Chang Bae Moon, Byeong-Man Kim, Young-Jin Kim. Shoe Recommendation System by Measurement of Foot Shape Image. 2023; 28(9), 93-104. Available from: doi:10.9708/jksci.2023.28.09.093
Chang Bae Moon, Byeong-Man Kim and Young-Jin Kim. "Shoe Recommendation System by Measurement of Foot Shape Image" Journal of The Korea Society of Computer and Information 28, no.9 (2023) : 93-104.doi: 10.9708/jksci.2023.28.09.093
