한국비블리아학회지 (Journal of the Korean BIBLIA Society for library and Information Science)

한국비블리아학회 (Korean Biblia Society for Library and Information Science)
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다중 네트워크 분석과 토픽 모델링을 이용한 임진왜란 시기 사료에 관한 연구

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

  • 조현철 (연세대학교 일반대학원 문헌정보학과) ;
  • 송민 (연세대학교 문헌정보학과)
  • 투고 : 2022.02.21
  • 심사 : 2022.03.03
  • 발행 : 2022.03.30
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초록

융합 과학 연구가 활성화되며 인문학에서도 디지털 인문학(Digital Humanities) 연구가 장려되고 있다. 이에 본 연구는 역사 데이터에 텍스트마이닝과 개체계량학 연구 방법을 적용한 시론(試論) 연구를 제안하고자 하였다. 선조실록(宣祖實錄)·선조수정실록(宣祖修正實錄), 난중잡록(亂中雜錄), 징비록(懲毖錄)을 활용하였으며, 사료(史料)에서 주제 변화와 공통 개체를 탐색하기 위해서 네트워크 분석과 DMR 토픽모델을 사용하였다. 분석 결과를 통해서 텍스트 데이터에 대한 계량 분석의 활용 가능성 확인, 특정 주제의 시기적 변화, 인물 개체 간 미발견 관계를 제시함으로써 연구의 확장 가능성을 제안할 수 있었다.

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.

키워드

과제정보

이 논문은 한국연구재단의 지원을 받아 수행된 연구임(NRF-2018S1A3A2075114).

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