Journal of Korean Library and Information Science Society 2023 KCI Impact Factor : 1.02
-
pISSN : 2466-2542
- https://journal.kci.go.kr/liss
KJCKorea
Journal Central
Analysis of Research Topics among Library, Archives and Museums using Topic Modeling
- Journal of Korean Library and Information Science Society
- Abbr : JKLISS
- 2019, 50(4), pp.339-358
- DOI : 10.16981/kliss.50.4.201912.339
- Publisher : Korean Library And Information Science Society
- Research Area : Interdisciplinary Studies > Library and Information Science
- Received : November 20, 2019
- Accepted : December 12, 2019
- Published : December 31, 2019
Heesop Kim 1, Kang Bora 1
1경북대학교
Accredited
ABSTRACT
The purpose of this study is to understand the topics of the research for the establishment of cooperative platform between libraries, archives, and museums that carry out the common task of providing knowledge information in a broad sense. To achieve the purpose of this study, 637 bibliographic information on three institutions were collected from the Web version of Scopus database. Among the collected bibliographic information, 5,218 words were extracted through NetMiner V.4 and analysed topic modeling. The results are as follows: First, as a result of analyzing the frequency of word appearance according to the tf-idf weight ‘Preservation’ was the most hottest topic. Second, the topic modeling analysis through LDA(Latent Dirichlet Allocation) algorithm resulted in 13 topic areas. Third, as a result of expressing 13 topic areas as a network, repository construction was the central topic, and the research topics such as cooperation among institutions, conservation environment for collections, system and policy discovery, life cycle of collections, exhibition of information resources, and information retrieval were closely related to the central topic. Fourth, the trend of 13 topic areas by year 1998 is limited to the specific subjects such as system and policy discovery, information retrieval, and life cycle of collections, while the subsequent studies have been carried out after that year.
Statistics
-
417 Viewed
-
270 Downloaded
Tools
Issue List
Citation status
* References for papers published after 2023 are currently being built.
[web]
/ 국립중앙도서관
/ https://nl.go.kr
[web]
/ 국립중앙도서관 디지털컬렉션
/ https://ncollection.nl.go.kr
[journal]
김남규
/ 2017
/
Investigations on Techniques and Applications of Text Analytics
/ 한국통신학회논문지
/ 한국통신학회
42(2)
: 471~492
[journal]
박자현
/ 2013
/
A Study on the Research Trends in Library & Information Science in Korea using Topic Modeling
/ 정보관리학회지
/ 한국정보관리학회
30(1)
: 7~32
[journal]
박종도
/ 2019
/
A Study on Issue Tracking on Multi-cultural Studies Using Topic Modeling
/ 한국문헌정보학회지
/ 한국문헌정보학회
53(3)
: 273~289
[journal]
박준형
/ 2017
/
Comparison of Topic Modeling Methods for Analyzing Research Trends of Archives Management in Korea: focused on LDA and HDP
/ 한국도서관·정보학회지
/ 한국도서관·정보학회
48(4)
: 235~258
[journal]
육지희
/ 2018
/
A Study of Research on Methods of Automated Biomedical Document Classification using Topic Modeling and Deep Learning
/ 정보관리학회지
/ 한국정보관리학회
35(2)
: 63~88
[journal]
이기헌
/ 2015
/
Weighted Subject-Method Network Analysis of Library and Information Science Studies
/ 한국문헌정보학회지
/ 한국문헌정보학회
49(3)
: 457~488
[journal]
이미경
/ 2014
/ 라키비움 도입과 실현
/ 국회도서관
51(5)
: 14~23
[journal]
이수상
/ 2016
/
A Study on the Application of Topic Modeling for the Book Report Text
/ 한국도서관·정보학회지
/ 한국도서관·정보학회
47(4)
: 1~18
[journal]
최영실
/ 2012
/
Functional Planning of Larchiveum that Integrates the Functions of Archives, Libraries and Museums
/ 한국비블리아학회지
/ 한국비블리아학회
23(4)
: 457~477
[journal]
한정원
/ 2019
/
A Study on the Research Trends for the Space Design of Public Libraries in Korea - Focused on the Research Articles Published in Korea -
/ 한국실내디자인학회 논문집
/ 한국실내디자인학회
28(1)
: 170~177
[journal]
Bailey-Hainer, B.
/ 2004
/ The Colorado digitization program : a collaboration success story
/ Library Hi Tech
22(3)
: 254~262
[journal]
Blei, D
/ 2012
/ Probabilistic topic models
/ Communications of the ACM
55(4)
: 77~84
[journal]
Blei, D. M.
/ 2003
/ Latent dirichlet allocation
/ Journal of machine Learning research
3
: 993~1022
[journal]
Brabazon, T
/ 2009
/ Brand Wellington : When city imaging is GLAM’ed : A personal view
/ Place Branding and Public Diplomacy
5(4)
: 260~275
[journal]
Ç akmak, T.
/ 2017
/ Digitization and digital preservation in memory institutions : Analysis of the practices in Turkey
/ Bilgi Dunyasi
18(1)
: 49~91
[journal]
Conway, P
/ 2015
/ Digital transformations and the archival nature of surrogates
/ Archival Science
15(1)
: 51~69
[journal]
Chen, Y. N
/ 2015
/ A RDF-based approach to metadata crosswalk for semantic interoperability at the data element level
/ Library Hi Tech
33(2)
: 175~194
[web]
/ Europeana Collections Homepage
/ https://www.europeana.eu/portal/en
[journal]
Fleckenstein-Gallo, J. O
/ 1967
/ Papyrology and sources in astronomical history
/ Vistas in Astronomy
9
: 151~155
[journal]
Genett, M. E
/ 1987
/ Conservation of research library collections at the American Museum of Natural History
/ Science and Technology Libraries
7(3)
: 15~28
[journal]
Heran, M
/ 1908
/ Lloyd Library and Museum launches new initiative : Historical Research Center for the Natural Health Movement
/ Watermark(Archivists and Librarians in the History of the Health Sciences)
31(1)
: 9~11
[journal]
Hewlett, S
/ 2002
/ Volunteering in libraries, museums and archives
/ Cultural Trends
12(46)
: 39~66
[journal]
Hilario, A. B. R.
/ 2014
/ From Bibliographic Records to Data : Changes in the Library Environment with the Application of Linked Open Data Technologies
/ Information Resources Management Journal
27(3)
: 28~41
[journal]
Karaca F
/ 2015
/ An AHP-based indoor Air Pollution Risk Index Method for cultural heritage collections
/ Journal of Cultural Heritage
16(3)
: 352~360
[journal]
Knight, K
/ 2001
/ The Strategic Role of Resource Encouraging Partnerships
/ LIBER Quarterly
11(4)
: 444~453
[web]
/ Library and Archives Canada Homepage
/ http://www.bac-lac.gc.ca/eng/about-us/Pages/our-mandate.aspx
[journal]
Marty, P. F
/ 2014
/ Digital Convergence and the Information Profession in Cultural Heritage Organizations : Reconciling Internal and External Demands
/ Library Trends; Baltimore
62(3)
: 613~627
[journal]
Matthews, J. R
/ 2016
/ An Environmental Scan of OCLC Alternatives : A Management Perspective
/ Public Library Quarterly
35(3)
: 175~187
[journal]
Nasreen, N.
/ 2019
/ World Digital Library : An Analysis of Collection
/ Library Philosophy and Practice
: 1~12
[confproc]
Papadimitriou, C.
/ 1998
/ Latent Semantic Indexing : A probabilistic analysis
/ Proceedings of ACM PODS ‘98 : Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
: 159~168
[journal]
Repanovici, A
/ 2012
/ Professional profile of digital repository manager
/ Library Hi Tech News
29(10)
: 13~20
[journal]
Shipp, J. N
/ 2016
/ Do I really need specialist qualifications to work as a professional in a gallery, library, archive or museum?
/ The Australian Library Journal
65(4)
: 280~287
[journal]
Tammaro, A. M
/ 2014
/ The convergence of libraries, archives and museums : IFLA initiatives
/ AIB Studi
54(1)
: 115~120
[journal]
Todorova, T. Y.
/ 2017
/ Information professionals and copyright literacy : a multinational study
/ Library management
38(6/7)
: 323~344
[journal]
Yarrow, A.
/ 2008
/ Public Libraries, Archives and Museums : Trends in Collaboration and Cooperation
/ IFLA Professional Reports
: 108~
[journal]
Yoo, D. H.
/ 2014
/ A study of larchiveum data model for the design of digital heritage museum
/ International Journal of Software Engineering and its Applications
8(10)
: 83~94
[web]
/ World Digital Library Homepage
/ https://www.wdl.org/en/
[journal]
Wykoff, L.
/ 2005
/ The Columbia River Basin Ethnic History Archive : a tri-state online history database and learning center
/ Library Hi Tech
23(2)
: 252~264
[journal]
Zappalà, A
/ 1991
/ Problems in standardizing the quality of paper for permanent records
/ Restaurator
12(3)
: 137~146
This paper was written with support from the National Research Foundation of Korea.