@article{ART003197484},
author={Jongmyeon Jeong and Minseong Han and Seongmu Jo},
title={Implementation of Image Based Café Atmosphere Classification and Recommendation System},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2025},
volume={30},
number={4},
pages={65-71},
doi={10.9708/jksci.2025.30.04.065}
TY - JOUR
AU - Jongmyeon Jeong
AU - Minseong Han
AU - Seongmu Jo
TI - Implementation of Image Based Café Atmosphere Classification and Recommendation System
JO - Journal of The Korea Society of Computer and Information
PY - 2025
VL - 30
IS - 4
PB - The Korean Society Of Computer And Information
SP - 65
EP - 71
SN - 1598-849X
AB - In this paper, we implement an image-based café classification and recommendation system. Café images obtained through web crawling are classified using a pre-trained classifier based on the purpose or atmosphere of the café. Based on this classification, the system recommends nearby cafés that match the user’s preferred purpose or atmosphere. ResNet is employed for café image classification to achieve fast and accurate learning and inference. For the search component, ElasticSearch is adopted as the database engine to enable flexible search capabilities, including synonym matching and morpheme-based queries. The proposed method enhances the objectivity of recommendations by eliminating subjective bias from café owners or staff during the assignment of labels that describe the café’s atmosphere.
KW - Café atmosphere;Café retrieval;Café recommendation;ResNet;ElasticSearch
DO - 10.9708/jksci.2025.30.04.065
ER -
Jongmyeon Jeong, Minseong Han and Seongmu Jo. (2025). Implementation of Image Based Café Atmosphere Classification and Recommendation System. Journal of The Korea Society of Computer and Information, 30(4), 65-71.
Jongmyeon Jeong, Minseong Han and Seongmu Jo. 2025, "Implementation of Image Based Café Atmosphere Classification and Recommendation System", Journal of The Korea Society of Computer and Information, vol.30, no.4 pp.65-71. Available from: doi:10.9708/jksci.2025.30.04.065
Jongmyeon Jeong, Minseong Han, Seongmu Jo "Implementation of Image Based Café Atmosphere Classification and Recommendation System" Journal of The Korea Society of Computer and Information 30.4 pp.65-71 (2025) : 65.
Jongmyeon Jeong, Minseong Han, Seongmu Jo. Implementation of Image Based Café Atmosphere Classification and Recommendation System. 2025; 30(4), 65-71. Available from: doi:10.9708/jksci.2025.30.04.065
Jongmyeon Jeong, Minseong Han and Seongmu Jo. "Implementation of Image Based Café Atmosphere Classification and Recommendation System" Journal of The Korea Society of Computer and Information 30, no.4 (2025) : 65-71.doi: 10.9708/jksci.2025.30.04.065
Jongmyeon Jeong; Minseong Han; Seongmu Jo. Implementation of Image Based Café Atmosphere Classification and Recommendation System. Journal of The Korea Society of Computer and Information, 30(4), 65-71. doi: 10.9708/jksci.2025.30.04.065
Jongmyeon Jeong; Minseong Han; Seongmu Jo. Implementation of Image Based Café Atmosphere Classification and Recommendation System. Journal of The Korea Society of Computer and Information. 2025; 30(4) 65-71. doi: 10.9708/jksci.2025.30.04.065
Jongmyeon Jeong, Minseong Han, Seongmu Jo. Implementation of Image Based Café Atmosphere Classification and Recommendation System. 2025; 30(4), 65-71. Available from: doi:10.9708/jksci.2025.30.04.065
Jongmyeon Jeong, Minseong Han and Seongmu Jo. "Implementation of Image Based Café Atmosphere Classification and Recommendation System" Journal of The Korea Society of Computer and Information 30, no.4 (2025) : 65-71.doi: 10.9708/jksci.2025.30.04.065
