A Study on the Imjin War’s Historical Materials with Multi-layer Network Analysis and Topic Modeling

Cho, H., & Song, M. (2022). A Study on the Imjin War’s Historical Materials with Multi-layer Network Analysis and Topic Modeling. 한국비블리아학회지, 33(1), 167-198, https://doi.org/10.14699/kbiblia.2022.33.1.167

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Abstract

Convergence science research is activated, and digital humanities research is also encouraged in humanities. Therefore, this study attempted to propose a experimental study that applies Text mining and Entitymetrics methods to historical materials. Annals of King Seonjo, revised Annals of King Seonjo, Miscellaneous Record of the War and Writings on Imjin War were used, also network analysis and DMR topic models were used to explore topic changes and common entities in historical sources. Through the results, it was possible to propose the availability of quantitative analysis for text data, presenting a timing change of a specific topic, and an undiscovered relationship between person entities.

keywords: 디지털 인문학, 개체계량학, 조선왕조실록, 난중잡록, 징비록, DMR 토픽 모델링, 다중 네트워크, Digital Humanities, Entitymetrics, Annals of the Joseon Dynasty, Miscellaneous Record of the War, Writings on Imjin War, DMR topic modeling, Multi layer network

Submission Date: 2022-02-21

Revised Date: 2022-02-24

Accepted Date: 2022-03-03

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Article Contents

Vol.33 No.1

A Study on the Imjin War’s Historical Materials with Multi-layer Network Analysis and Topic Modeling

Abstract

한국비블리아학회지