@article{ART002301708},
author={Hae Chan Sol Kim and Dae Jin An and YIM JIN HEE and Rieh, Hae-Young},
title={A Study on Automatic Classification of Record Text Using Machine Learning},
journal={Journal of the Korean Society for Information Management},
issn={1013-0799},
year={2017},
volume={34},
number={4},
pages={321-344},
doi={10.3743/KOSIM.2017.34.4.321}
TY - JOUR
AU - Hae Chan Sol Kim
AU - Dae Jin An
AU - YIM JIN HEE
AU - Rieh, Hae-Young
TI - A Study on Automatic Classification of Record Text Using Machine Learning
JO - Journal of the Korean Society for Information Management
PY - 2017
VL - 34
IS - 4
PB - 한국정보관리학회
SP - 321
EP - 344
SN - 1013-0799
AB - Research on automatic classification of records and documents has been conducted for a long time. Recently, artificial intelligence technology has been developed to combine machine learning and deep learning. In this study, we first looked at the process of automatic classification of documents and learning method of artificial intelligence. We also discussed the necessity of applying artificial intelligence technology to records management using various cases of machine learning, especially supervised methods. And we conducted a test to automatically classify the public records of the Seoul metropolitan government into BRM using ETRI’s Exobrain, based on supervised machine learning method. Through this, we have drawn up issues to be considered in each step in records management agencies to automatically classify the records into various classification schemes.
KW - automatic classification;artificial intelligence;supervised learning;classification scheme;ETRI Exobrain;machine learning
DO - 10.3743/KOSIM.2017.34.4.321
ER -
Hae Chan Sol Kim, Dae Jin An, YIM JIN HEE and Rieh, Hae-Young. (2017). A Study on Automatic Classification of Record Text Using Machine Learning. Journal of the Korean Society for Information Management, 34(4), 321-344.
Hae Chan Sol Kim, Dae Jin An, YIM JIN HEE and Rieh, Hae-Young. 2017, "A Study on Automatic Classification of Record Text Using Machine Learning", Journal of the Korean Society for Information Management, vol.34, no.4 pp.321-344. Available from: doi:10.3743/KOSIM.2017.34.4.321
Hae Chan Sol Kim, Dae Jin An, YIM JIN HEE, Rieh, Hae-Young "A Study on Automatic Classification of Record Text Using Machine Learning" Journal of the Korean Society for Information Management 34.4 pp.321-344 (2017) : 321.
Hae Chan Sol Kim, Dae Jin An, YIM JIN HEE, Rieh, Hae-Young. A Study on Automatic Classification of Record Text Using Machine Learning. 2017; 34(4), 321-344. Available from: doi:10.3743/KOSIM.2017.34.4.321
Hae Chan Sol Kim, Dae Jin An, YIM JIN HEE and Rieh, Hae-Young. "A Study on Automatic Classification of Record Text Using Machine Learning" Journal of the Korean Society for Information Management 34, no.4 (2017) : 321-344.doi: 10.3743/KOSIM.2017.34.4.321
Hae Chan Sol Kim; Dae Jin An; YIM JIN HEE; Rieh, Hae-Young. A Study on Automatic Classification of Record Text Using Machine Learning. Journal of the Korean Society for Information Management, 34(4), 321-344. doi: 10.3743/KOSIM.2017.34.4.321
Hae Chan Sol Kim; Dae Jin An; YIM JIN HEE; Rieh, Hae-Young. A Study on Automatic Classification of Record Text Using Machine Learning. Journal of the Korean Society for Information Management. 2017; 34(4) 321-344. doi: 10.3743/KOSIM.2017.34.4.321
Hae Chan Sol Kim, Dae Jin An, YIM JIN HEE, Rieh, Hae-Young. A Study on Automatic Classification of Record Text Using Machine Learning. 2017; 34(4), 321-344. Available from: doi:10.3743/KOSIM.2017.34.4.321
Hae Chan Sol Kim, Dae Jin An, YIM JIN HEE and Rieh, Hae-Young. "A Study on Automatic Classification of Record Text Using Machine Learning" Journal of the Korean Society for Information Management 34, no.4 (2017) : 321-344.doi: 10.3743/KOSIM.2017.34.4.321
