@article{ART002899481},
author={Seong-Yun Jeong and Kim,Jin-Uk},
title={Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2022},
volume={56},
number={4},
pages={205-222},
doi={10.4275/KSLIS.2022.56.4.205}
TY - JOUR
AU - Seong-Yun Jeong
AU - Kim,Jin-Uk
TI - Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction
JO - Journal of the Korean Society for Library and Information Science
PY - 2022
VL - 56
IS - 4
PB - 한국문헌정보학회
SP - 205
EP - 222
SN - 1225-598X
AB - This study aims to improve the information service so that construction engineers and construction project participants without specialized knowledge can easily understand the important words and the interrelationships between them in construction practice. To this end, using text mining and network centrality, the frequency of occurrence of words, topic modeling, and network centrality in construction practice information such as technical information, case information, and cost reduction, which are most used in the Construction Technology Digital Library, were analyzed. Through this analysis, design, construction, project management, specifications, standards, and maintenance related to road construction such as roads, pavements, bridges, and tunnels were identified as important in construction practice. In addition, correlations were analyzed for words with high importance by measuring Degree Centrality and Eigenvector Centrality. The result was that more useful information could be provided if the technical information was expanded. Finally, we presented the limitations of the study results and additional studies according to the limitations.
KW - Construction Practice Information;Topic Modeling;Network Centrality;Correlation Analysis;Construction Technology Digital Library
DO - 10.4275/KSLIS.2022.56.4.205
ER -
Seong-Yun Jeong and Kim,Jin-Uk. (2022). Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction. Journal of the Korean Society for Library and Information Science, 56(4), 205-222.
Seong-Yun Jeong and Kim,Jin-Uk. 2022, "Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction", Journal of the Korean Society for Library and Information Science, vol.56, no.4 pp.205-222. Available from: doi:10.4275/KSLIS.2022.56.4.205
Seong-Yun Jeong, Kim,Jin-Uk "Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction" Journal of the Korean Society for Library and Information Science 56.4 pp.205-222 (2022) : 205.
Seong-Yun Jeong, Kim,Jin-Uk. Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction. 2022; 56(4), 205-222. Available from: doi:10.4275/KSLIS.2022.56.4.205
Seong-Yun Jeong and Kim,Jin-Uk. "Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction" Journal of the Korean Society for Library and Information Science 56, no.4 (2022) : 205-222.doi: 10.4275/KSLIS.2022.56.4.205
Seong-Yun Jeong; Kim,Jin-Uk. Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction. Journal of the Korean Society for Library and Information Science, 56(4), 205-222. doi: 10.4275/KSLIS.2022.56.4.205
Seong-Yun Jeong; Kim,Jin-Uk. Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction. Journal of the Korean Society for Library and Information Science. 2022; 56(4) 205-222. doi: 10.4275/KSLIS.2022.56.4.205
Seong-Yun Jeong, Kim,Jin-Uk. Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction. 2022; 56(4), 205-222. Available from: doi:10.4275/KSLIS.2022.56.4.205
Seong-Yun Jeong and Kim,Jin-Uk. "Analysis on the Characteristics of Construction Practice Information Using Text Mining: Focusing on Information Such as Construction Technology, Cases, and Cost Reduction" Journal of the Korean Society for Library and Information Science 56, no.4 (2022) : 205-222.doi: 10.4275/KSLIS.2022.56.4.205
