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@article{ART002877477},
author={LEE JUNSEO and Sangsoon Lim},
title={Culture mining with deep learning algorithms},
journal={The Japanese Language Association of Korea},
issn={1229-7275},
year={2022},
number={73},
pages={93-106},
doi={10.14817/jlak.2022.73.93}

TY - JOUR
AU - LEE JUNSEO
AU - Sangsoon Lim
TI - Culture mining with deep learning algorithms
JO - The Japanese Language Association of Korea
PY - 2022
VL - null
IS - 73
PB - The Japanese Language Association Of Korea
SP - 93
EP - 106
SN - 1229-7275
AB - This paper is a paper conceived to improve the Cultural Image Frame Network (CIFN) by utilizing deep learning-based image learning datasets that have recently received much attention in major research fields such as computer vision and Natural Language Processing (NLP). In particular, CNN, which uses convolutional filters for images to calculate quickly and considers the entire image, including specific objects as well as backgrounds, is a very suitable algorithm for extracting cultural elements that constitute the cultural image frame of this culture mining study. In addition, by utilizing images in the form of refined images verified with deep learning experimental and test datasets, the limitations of existing research, such as (1) reliability of tagging information, (2) inaccuracy of the segmentation method, and (3) redundancy of images, can contribute to more sophisticated research.
KW - Deep Learning;CEMS (Cultural Element Mining System);CIFN (Cultural Image Frame Network);Cultural Element;Cultural Image Frame(CIF)
DO - 10.14817/jlak.2022.73.93
ER -

LEE JUNSEO and Sangsoon Lim. (2022). Culture mining with deep learning algorithms. The Japanese Language Association of Korea, 73, 93-106.

LEE JUNSEO and Sangsoon Lim. 2022, "Culture mining with deep learning algorithms", The Japanese Language Association of Korea, no.73, pp.93-106. Available from: doi:10.14817/jlak.2022.73.93

LEE JUNSEO, Sangsoon Lim "Culture mining with deep learning algorithms" The Japanese Language Association of Korea 73 pp.93-106 (2022) : 93.

LEE JUNSEO, Sangsoon Lim. Culture mining with deep learning algorithms. 2022; 73 : 93-106. Available from: doi:10.14817/jlak.2022.73.93

LEE JUNSEO and Sangsoon Lim. "Culture mining with deep learning algorithms" The Japanese Language Association of Korea no.73(2022) : 93-106.doi: 10.14817/jlak.2022.73.93

LEE JUNSEO; Sangsoon Lim. Culture mining with deep learning algorithms. The Japanese Language Association of Korea, 73, 93-106. doi: 10.14817/jlak.2022.73.93

LEE JUNSEO; Sangsoon Lim. Culture mining with deep learning algorithms. The Japanese Language Association of Korea. 2022; 73 93-106. doi: 10.14817/jlak.2022.73.93

LEE JUNSEO, Sangsoon Lim. Culture mining with deep learning algorithms. 2022; 73 : 93-106. Available from: doi:10.14817/jlak.2022.73.93

LEE JUNSEO and Sangsoon Lim. "Culture mining with deep learning algorithms" The Japanese Language Association of Korea no.73(2022) : 93-106.doi: 10.14817/jlak.2022.73.93