@article{ART002855403},
author={Park Jin Ho and Song Min Sun},
title={A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh},
journal={Journal of Korean Library and Information Science Society},
issn={2466-2542},
year={2022},
volume={53},
number={2},
pages={95-115},
doi={10.16981/kliss.53.2.202206.95}
TY - JOUR
AU - Park Jin Ho
AU - Song Min Sun
TI - A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh
JO - Journal of Korean Library and Information Science Society
PY - 2022
VL - 53
IS - 2
PB - Korean Library And Information Science Society
SP - 95
EP - 115
SN - 2466-2542
AB - The purpose of this study is to transform the sub-categorization terms of the National Science and Technology Standards Classification System into technical keywords by applying a machine learning algorithm. For this purpose, AttentionMeSH was used as a learning algorithm suitable for topic word recommendation. For source data, four-year research status files from 2017 to 2020, refined by the Korea Institute of Science and Technology Planning and Evaluation, were used. For learning, four attributes that well express the research content were used: task name, research goal, research abstract, and expected effect. As a result, it was confirmed that the result of MiF 0.6377 was derived when the threshold was 0.5. In order to utilize machine learning in actual work in the future and to secure technical keywords, it is expected that it will be necessary to establish a term management system and secure data of various attributes.
KW - National Science and Technology Standard Classification System;Keyword Recommendation;Learning Machine Algorithm;Keyword Learning;AttentionMeSH
DO - 10.16981/kliss.53.2.202206.95
ER -
Park Jin Ho and Song Min Sun. (2022). A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh. Journal of Korean Library and Information Science Society, 53(2), 95-115.
Park Jin Ho and Song Min Sun. 2022, "A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh", Journal of Korean Library and Information Science Society, vol.53, no.2 pp.95-115. Available from: doi:10.16981/kliss.53.2.202206.95
Park Jin Ho, Song Min Sun "A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh" Journal of Korean Library and Information Science Society 53.2 pp.95-115 (2022) : 95.
Park Jin Ho, Song Min Sun. A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh. 2022; 53(2), 95-115. Available from: doi:10.16981/kliss.53.2.202206.95
Park Jin Ho and Song Min Sun. "A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh" Journal of Korean Library and Information Science Society 53, no.2 (2022) : 95-115.doi: 10.16981/kliss.53.2.202206.95
Park Jin Ho; Song Min Sun. A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh. Journal of Korean Library and Information Science Society, 53(2), 95-115. doi: 10.16981/kliss.53.2.202206.95
Park Jin Ho; Song Min Sun. A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh. Journal of Korean Library and Information Science Society. 2022; 53(2) 95-115. doi: 10.16981/kliss.53.2.202206.95
Park Jin Ho, Song Min Sun. A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh. 2022; 53(2), 95-115. Available from: doi:10.16981/kliss.53.2.202206.95
Park Jin Ho and Song Min Sun. "A Study on Automatic Recommendation of Keywords for Sub-Classification of National Science and Technology Standard Classification System Using AttentionMesh" Journal of Korean Library and Information Science Society 53, no.2 (2022) : 95-115.doi: 10.16981/kliss.53.2.202206.95
