Journal of the Korean Biblia Society for Library and Information Science 2023 KCI Impact Factor : 0.82
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pISSN : 1229-2435 / eISSN : 2799-4767
- https://journal.kci.go.kr/kbiblia
KJCKorea
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A Study on the Imjin War’s Historical Materials with Multi-layer Network Analysis and Topic Modeling
- Journal of the Korean Biblia Society for Library and Information Science
- 2022, 33(1), pp.167-198
- DOI : 10.14699/kbiblia.2022.33.1.167
- Publisher : Journal Of The Korean Biblia Society For Library And Information Science
- Research Area : Interdisciplinary Studies > Library and Information Science
- Received : February 21, 2022
- Accepted : March 3, 2022
- Published : March 30, 2022
chohyunchul 1, Min Song 2
1서울대학교
2연세대학교
Accredited
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.
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[journal]
강범일
/ 2013
/
A Study on Opinion Mining of Newspaper Texts based on Topic Modeling
/ 한국문헌정보학회지
/ 한국문헌정보학회
47(4)
: 315~334
[book]
곽기영
/ 2017
/ 소셜네트워크분석
/ 청람
[journal]
권윤경
/ 2018
/
Toward a New Republic of Letters: New Attempts of Digital Humanities in Eighteenth-Century French History
/ 역사학보
/ 역사학회
(240)
: 35~74
[thesis]
김경태
/ 2014
/ 임진전쟁기 강화교섭 연구
/ 박사
/ 고려대학교 대학원
[journal]
김경태
/ 2018
/
A Study on the Secret Negotiations between Joseon and the Japanese Army during the Imjin War
/ 한일관계사연구
/ 한일관계사학회
(61)
: 125~172
[journal]
김문자
/ 2017
/
Forgery and Modification of the Sovereign's Message by Tokugawa Ieyasu and East Asia
/ 한일관계사연구
/ 한일관계사학회
(58)
: 213~254
[journal]
김바로
/ 2014
/
Trend of Digital Humanities
/ 인문콘텐츠
/ 인문콘텐츠학회
(33)
: 229~254
[journal]
김바로
/ 2021
/
Dictionaries and Data in the Artificial Intelligence Era ‒ Exploring for the Korean Historical Dictionary (data) ‒
/ 동양학
/ 동양학연구원
(84)
: 219~240
[journal]
김용환
/ 2019
/
Trend Analysis of Healthcare Research in Korea using Topic Modeling
/ 한국웰니스학회지
/ 한국웰니스학회
14(1)
: 253~262
[journal]
김학수
/ 2014
/
Kim Seong-il’s activities during the Japanese Invasion of Korea and his network
/ 南冥學硏究
/ 경남문화연구원
(41)
: 61~98
[book]
김현
/ 2016
/ 디지털인문학 입문
/ 휴북스
[journal]
김현영
/ 2012
/
The Alteration of East Asia World Order in 16th Century and the Transition of Joseon Society around Imjin War
/ 韓國史學史學報
/ 한국사학사학회
(26)
: 87~116
[book]
나카노 히토시
/ 2009
/ 제2기한일역사공동연구보고서
/ 한일역사공동연구위원회
: 237~256
[journal]
남춘호
/ 2016
/
An Illustrative Application of Topic Modeling Method to a Farmer’s Diary
/ 비교문화연구
/ 비교문화연구소
22(1)
: 89~135
[book]
노영구
/ 2010
/ 동아시아 세계와 임진왜란
/ 경인문화사
: 1~35
[journal]
문수현
/ 2018
/
Analytical Study on the Research Trend of the Digital History in Germany
/ 역사학보
/ 역사학회
(240)
: 1~33
[journal]
박진균
/ 2017
/
Entitymetrics Analysis of the Research Works of Dong-ju Yun using Textmining
/ 한국비블리아학회지
/ 한국비블리아학회
28(1)
: 191~207
[journal]
방기철
/ 2004
/ 학봉 김성일의 대일인식
/ 통일인문학
42
: 21~37
[journal]
송인재
/ 2018
/
The Developments and Evolution of Digital Humanities in Taiwan
/ 역사학보
/ 역사학회
(240)
: 127~155
[journal]
유재춘
/ 1986
/ 임란후 한일국교 재개와 국서개작에(國書改作)관한 연구
/ 강원사학
2
: 153~354
[book]
이계황
/ 2009
/ 역사 속의 한일관계
/ 동북아역사재단
: 122~143
[book]
이계황
/ 2015
/ 일본근세사
/ 혜안
[book]
이상훈
/ 2010
/ 동아시아 세계와 임진왜란
/ 경인문화사
: 195~260
[journal]
이연숙
/ 2012
/
The Political Activities of Oeum Doosoo Yoon and Japanese Invasion of Korea in 1592
/ 한국인물사연구
/ (사)한국인물사연구회
(17)
: 69~108
[journal]
이재연
/ 2018
/
From Humanities in the Digital Age to the Age of Digital Humanities: History of Adopting DH in Korean Literary Studies
/ 역사학보
/ 역사학회
(240)
: 157~190
[journal]
이주영
/ 2018
/
Development and Recent Trend of the Digital History in the United States
/ 역사학보
/ 역사학회
(240)
: 99~126
[journal]
정억기
/ 2007
/
Yi Hang-Bok’s Diplomatic Activities
/ 한국인물사연구
/ (사)한국인물사연구회
(8)
: 47~72
[journal]
정유경
/ 2020
/
An Analysis on Research Trends of Digital Humanities
/ 정보관리학회지
/ 한국정보관리학회
37(2)
: 311~331
[journal]
정은경
/ 2021
/
An Investigation on Digital Humanities Research Trend by Analyzing the Papers of Digital Humanities Conferences
/ 한국문헌정보학회지
/ 한국문헌정보학회
55(1)
: 393~413
[journal]
조원희
/ 2017
/
New Insight on the Age of Ayurbarwarda (Ch. Renzong, r. 1311-1320) based on a Network Analysis of Officials
/ 중앙아시아연구
/ 중앙아시아학회
22(2)
: 73~96
[journal]
조인희
/ 2020
/
The History of Research on the Jungyu War in Korea and Japan
/ 학림
/ 연세사학연구회
46
: 153~204
[book]
조지형
/ 2001
/ 디지털 시대의 인문학, 무엇을 할 것인가
/ 사회평론
: 155~196
[journal]
주성지
/ 2018
/
Popularizing History and Digitized Historical Materials : A Turning Point of History Consumption
/ 역사민속학
/ 한국역사민속학회
(55)
: 23~54
[journal]
하우봉
/ 2011
/
동아시아 국제전쟁으로서의 임진전쟁
/ 한일관계사연구
/ 한일관계사학회
(39)
: 331~368
[journal]
하우봉
/ 2012
/
김성일의 일본인식과 귀국보고
/ 한일관계사연구
/ 한일관계사학회
(43)
: 127~173
[web]
한국학중앙연구원
/ 2009
/ 한국민족문화대백과사전
/ http://encykorea.aks.ac.kr/
[journal]
한명기
/ 2002
/ 임진왜란기 明․日의 협상에 관한 연구
/ 국사관논총
98
: 239~266
[journal]
한문종
/ 2009
/
Korea's Domestic Situation and Relation with Japan Prior to the Im-Jin-Wae-Ran
/ 인문과학연구
/ 인문과학연구소
(21)
: 223~243
[journal]
함정은
/ 2015
/
Detection of Hidden Knowledge Using a Citation-Based Approach Based on Swanson's ABC Model
/ 정보관리학회지
/ 한국정보관리학회
32(2)
: 87~103
[journal]
허지은
/ 2004
/
The Choson-Ming relations through Ding Yingtai’s false charge against Choson
/ 사학연구
/ 한국사학회
(76)
: 169~205
[journal]
AJ, Berenstein.
/ 2016
/ A multilayer network approach for guiding drug repositioning in neglected diseases
/ Plos Neglected Tropical Diseases
10(1)
: 1~33
[confproc]
Bhagyashree Vyankatrao Barde
/ 2017
/ An overview of topic modeling methods and tools
/ 2017 International Conference on Intelligent Computing and Control Systems (ICICCS)
/ IEEE
[journal]
Blei, D. M.
/ 2003
/ Latent dirichlet allocation
/ Journal of Machine Learning Research
3
: 993~1022
[book]
Burdick, Anne.
/ 2012
/ Digital humanities
/ MIT Press
[journal]
Ying Ding
/ 2013
/ Entitymetrics: Measuring the Impact of Entities
/ PLoS ONE
/ Public Library of Science (PLoS)
8(8)
: e71416~
[web]
Eunjeon
/ 2018
/ mecab-ko-dic
/ bitbucket
/ https://bitbucket.org/eunjeon/mecab-ko-dic/src/master/
[journal]
Lee, M.
/ 2020
/ Incorporating citation impact into analysis of research trends
/ Scientometrics
124
: 1191~1224
[web]
Lee, M.
/ 2021
/ tomotopy
/ GitHub
/ https://bab2min.github.io/tomotopy/v0.12.2/en/
[journal]
Mikko, K.
/ 2014
/ Multilayer networks
/ Journal of Complex Networks
2(3)
: 203~271
[confproc]
Mimno, D.
/ 2008
/ Topic models conditioned on arbitrary features with dirichlet-multinomial regression
/ The Twenty-fourth Conference on Uncertainty in Artificial Intelligence
: 411~418
[web]
National Institute of Korea History
/ 2021
/ The annals of the joseon dynasty dictionary. Public data portal
/ https://www.data.go.kr/data/15053645/fileData.do
[confproc]
Newman, D.
/ 2010
/ Automatic evaluation of topic coherence human language technologies
/ The 2010 Annual Conference of the North American Chapter of the ACL
[web]
Song, M.
/ 2021
/ treform
/ GitHub
/ https://github.com/MinSong2/treform
[book]
Steyvers, M.
/ 2007
/ Latent semantic analysis: a road to meaning
/ Laurence Erlbaum
: 1~15
[journal]
Vugt, I. v.
/ 2017
/ Using multi-layered networks to disclose books in the republic of letters
/ Journal of Historical Network Research
1(1)
: 25~51
[journal]
Yu, Q.
/ 2015
/ Tracing database usage : Detecting main paths in databaselink networks
/ Journal of Informetrics
9(1)
: 1~15
[book]
李啓煌
/ 1997
/ 文祿. 慶長の役と東アジア
/ 臨川書店
[other]
/ 亂中雜錄
[other]
/ 朝鮮王朝實錄
[other]
/ 懲毖錄
This paper was written with support from the National Research Foundation of Korea.