@article{ART002815120},
author={Jeong Jihye and Lee, Gemma and Hosung Wang and Hyo-Jung Oh},
title={Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records},
journal={Journal of Korean Society of Archives and Records Management},
issn={1598-1487},
year={2022},
volume={22},
number={1},
pages={43-59},
doi={10.14404/JKSARM.2022.22.1.043}
TY - JOUR
AU - Jeong Jihye
AU - Lee, Gemma
AU - Hosung Wang
AU - Hyo-Jung Oh
TI - Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records
JO - Journal of Korean Society of Archives and Records Management
PY - 2022
VL - 22
IS - 1
PB - Korean Society of Archives and Records Management
SP - 43
EP - 59
SN - 1598-1487
AB - Electronic public records are classified simultaneously as production, a preservation period is granted, and after a certain period, they are transferred to an archive and preserved. This study intends to find a way to improve the efficiency in classifying transferred records and maintain consistent standards. To this end, the current record classification work process carried out by the National Archives of Korea was analyzed, and problems were identified. As a way to minimize the manual work of record classification by converging the required improvement, the process of identifying outlier candidates based on a list consisting of classified information of the transferred records was proposed and systemized. Furthermore, the proposed outlier discrimination process was applied to the actual records transferred to the National Archives of Korea. The results were standardized and constructed as a training data format that can be used for machine learning in the future.
KW - transferred records;Rrecords classification;automation;training data;outlier discrimination
DO - 10.14404/JKSARM.2022.22.1.043
ER -
Jeong Jihye, Lee, Gemma, Hosung Wang and Hyo-Jung Oh. (2022). Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records. Journal of Korean Society of Archives and Records Management, 22(1), 43-59.
Jeong Jihye, Lee, Gemma, Hosung Wang and Hyo-Jung Oh. 2022, "Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records", Journal of Korean Society of Archives and Records Management, vol.22, no.1 pp.43-59. Available from: doi:10.14404/JKSARM.2022.22.1.043
Jeong Jihye, Lee, Gemma, Hosung Wang, Hyo-Jung Oh "Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records" Journal of Korean Society of Archives and Records Management 22.1 pp.43-59 (2022) : 43.
Jeong Jihye, Lee, Gemma, Hosung Wang, Hyo-Jung Oh. Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records. 2022; 22(1), 43-59. Available from: doi:10.14404/JKSARM.2022.22.1.043
Jeong Jihye, Lee, Gemma, Hosung Wang and Hyo-Jung Oh. "Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records" Journal of Korean Society of Archives and Records Management 22, no.1 (2022) : 43-59.doi: 10.14404/JKSARM.2022.22.1.043
Jeong Jihye; Lee, Gemma; Hosung Wang; Hyo-Jung Oh. Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records. Journal of Korean Society of Archives and Records Management, 22(1), 43-59. doi: 10.14404/JKSARM.2022.22.1.043
Jeong Jihye; Lee, Gemma; Hosung Wang; Hyo-Jung Oh. Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records. Journal of Korean Society of Archives and Records Management. 2022; 22(1) 43-59. doi: 10.14404/JKSARM.2022.22.1.043
Jeong Jihye, Lee, Gemma, Hosung Wang, Hyo-Jung Oh. Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records. 2022; 22(1), 43-59. Available from: doi:10.14404/JKSARM.2022.22.1.043
Jeong Jihye, Lee, Gemma, Hosung Wang and Hyo-Jung Oh. "Building the Outlier Candidate Discrimination Training Data based on Inventory for Automatic Classification of Transferred Records" Journal of Korean Society of Archives and Records Management 22, no.1 (2022) : 43-59.doi: 10.14404/JKSARM.2022.22.1.043
