@article{ART002588662},
author={Kim, Jinmook},
title={A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2020},
volume={54},
number={2},
pages={419-434},
doi={10.4275/KSLIS.2020.54.2.419}
TY - JOUR
AU - Kim, Jinmook
TI - A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images
JO - Journal of the Korean Society for Library and Information Science
PY - 2020
VL - 54
IS - 2
PB - 한국문헌정보학회
SP - 419
EP - 434
SN - 1225-598X
AB - The purpose of the study is to design and propose metadata standard for building AI training dataset of landmark images. In order to achieve the purpose, we first examined and analyzed the state of art of the types of image retrieval systems and their indexing methods, comprehensively. We then investigated open training dataset and machine learning tools for image object recognition. Sequentially, we selected metadata elements optimized for the AI training dataset of landmark images and defined the input data for each element. We then concluded the study with implications and suggestions for the development of application services using the results of the study.
KW - Landmark;Image Retrieval;Object Recognition;AI Machine Learning;Metadata Standard;Image Recommender System
DO - 10.4275/KSLIS.2020.54.2.419
ER -
Kim, Jinmook. (2020). A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images. Journal of the Korean Society for Library and Information Science, 54(2), 419-434.
Kim, Jinmook. 2020, "A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images", Journal of the Korean Society for Library and Information Science, vol.54, no.2 pp.419-434. Available from: doi:10.4275/KSLIS.2020.54.2.419
Kim, Jinmook "A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images" Journal of the Korean Society for Library and Information Science 54.2 pp.419-434 (2020) : 419.
Kim, Jinmook. A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images. 2020; 54(2), 419-434. Available from: doi:10.4275/KSLIS.2020.54.2.419
Kim, Jinmook. "A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images" Journal of the Korean Society for Library and Information Science 54, no.2 (2020) : 419-434.doi: 10.4275/KSLIS.2020.54.2.419
Kim, Jinmook. A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images. Journal of the Korean Society for Library and Information Science, 54(2), 419-434. doi: 10.4275/KSLIS.2020.54.2.419
Kim, Jinmook. A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images. Journal of the Korean Society for Library and Information Science. 2020; 54(2) 419-434. doi: 10.4275/KSLIS.2020.54.2.419
Kim, Jinmook. A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images. 2020; 54(2), 419-434. Available from: doi:10.4275/KSLIS.2020.54.2.419
Kim, Jinmook. "A Study on Designing Metadata Standard for Building AI Training Dataset of Landmark Images" Journal of the Korean Society for Library and Information Science 54, no.2 (2020) : 419-434.doi: 10.4275/KSLIS.2020.54.2.419
