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@article{ART002952545},
author={Byungkyu Kim and Beom-Jong You and Min-Woo Park},
title={Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2023},
volume={28},
number={4},
pages={53-63},
doi={10.9708/jksci.2023.28.04.053}

TY - JOUR
AU - Byungkyu Kim
AU - Beom-Jong You
AU - Min-Woo Park
TI - Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field
JO - Journal of The Korea Society of Computer and Information
PY - 2023
VL - 28
IS - 4
PB - The Korean Society Of Computer And Information
SP - 53
EP - 63
SN - 1598-849X
AB - The utilization of department information in bibliometric analysis using scientific and technological literature is highly advantageous. In this paper, the department information dataset was built through the screening, data refinement, and classification processing of authors’ department type belonging to university institutions appearing in academic journals in the field of science and technology published in Korea, and the automatic classification model based on deep learning was developed using the department information dataset as learning data and verification data. In addition, we analyzed the co-authorship structure and network in the field of computer science using the department information dataset and affiliation information of authors from domestic academic journals. The research resulted in a 98.6% accuracy rate for the automatic classification model using Korean department information. Moreover, the co-authorship patterns of Korean researchers in the computer science and engineering field, along with the characteristics and centralities of the co-author network based on institution type, region, institution, and department type, were identified in detail and visually presented on a map.
KW - Computer Science;Academic Department Classification;Co-authorship;Social Network Analysis
DO - 10.9708/jksci.2023.28.04.053
ER -

Byungkyu Kim, Beom-Jong You and Min-Woo Park. (2023). Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field. Journal of The Korea Society of Computer and Information, 28(4), 53-63.

Byungkyu Kim, Beom-Jong You and Min-Woo Park. 2023, "Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field", Journal of The Korea Society of Computer and Information, vol.28, no.4 pp.53-63. Available from: doi:10.9708/jksci.2023.28.04.053

Byungkyu Kim, Beom-Jong You, Min-Woo Park "Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field" Journal of The Korea Society of Computer and Information 28.4 pp.53-63 (2023) : 53.

Byungkyu Kim, Beom-Jong You, Min-Woo Park. Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field. 2023; 28(4), 53-63. Available from: doi:10.9708/jksci.2023.28.04.053

Byungkyu Kim, Beom-Jong You and Min-Woo Park. "Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field" Journal of The Korea Society of Computer and Information 28, no.4 (2023) : 53-63.doi: 10.9708/jksci.2023.28.04.053

Byungkyu Kim; Beom-Jong You; Min-Woo Park. Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field. Journal of The Korea Society of Computer and Information, 28(4), 53-63. doi: 10.9708/jksci.2023.28.04.053

Byungkyu Kim; Beom-Jong You; Min-Woo Park. Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field. Journal of The Korea Society of Computer and Information. 2023; 28(4) 53-63. doi: 10.9708/jksci.2023.28.04.053

Byungkyu Kim, Beom-Jong You, Min-Woo Park. Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field. 2023; 28(4), 53-63. Available from: doi:10.9708/jksci.2023.28.04.053

Byungkyu Kim, Beom-Jong You and Min-Woo Park. "Automatic Classification of Department Types and Analysis of Co-Authorship Network: Focusing on Korean Journals in the Computer Field" Journal of The Korea Society of Computer and Information 28, no.4 (2023) : 53-63.doi: 10.9708/jksci.2023.28.04.053