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http://dx.doi.org/10.14699/kbiblia.2022.33.1.167

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

Cho, HyunChul (연세대학교 일반대학원 문헌정보학과)
Song, Min (연세대학교 문헌정보학과)
Publication Information
Journal of the Korean BIBLIA Society for library and Information Science / v.33, no.1, 2022 , pp. 167-198 More about this Journal
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
Digital Humanities; Entitymetrics; Annals of the Joseon Dynasty; Miscellaneous Record of the War; Writings on Imjin War; DMR topic modeling; Multi layer network;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
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