Journal PageRank Calculation in the Korean Science Citation Database (국내 인용 데이터베이스에서 저널 페이지랭크 측정 방안)

Lee, Jae Yun (이재윤)

Journal PageRank Calculation in the Korean Science Citation Database

Facebook
X(Twitter)

Journal of the Korean Biblia Society for Library and Information Science
2011, 22(4), pp.361-379
Publisher : Journal Of The Korean Biblia Society For Library And Information Science
Research Area : Interdisciplinary Studies > Library and Information Science

Lee, Jae Yun ¹

¹경기대학교

Accredited

ABSTRACT

This paper aims to propose the most appropriate method for calculating the journal PageRank in a domestic citation database. Korean journals show relatively high journal self-citation ratios and have many outgoing citations to external journals which are not included in the domestic citation database. Because the PageRank algorithm requires recursive calculation to converge, those two characteristics of domestic citation databases must be accounted for in order to measure the citation impact of Korean journals. Therefore, two PageRank calculation methods and four formulas for self-citation adjustment have been examined and tested for KSCD journals. The results of the correlation analysis and regression analysis show that the SCImago Journal Rank formula with the cr2 type self-citation adjustment method seems to be a more appropriate way to measure the relative impact of domestic journals in the Korean Science Citation Database.

KEYWORDS

Journal Evaluation, Citation Impact, Journal Citation Network, PageRank Algorithm, Journal PageRank, Journal Self-Citations

Statistics

542 Viewed
58 Downloaded

Tools

Print this page
Download PDF

Issue List

Vol.35 No.2
Vol.35 No.1
Vol.34 No.4

Citation status

* References for papers published after 2023 are currently being built.

[journal] 김성희 / 2010 / The Study on the Research Trend of Social Network Analysis and the its Applicability to Information Science / 정보관리학회지 / 한국정보관리학회 27(4) : 71~87

[journal] 김용학 / 1987 / 사회연결망 분석의 기초개념 : 구조적 권력과 연결망 중심성을 중심으로 / 인문과학 / 인문학연구원 58 : 141~163

[journal] 김용학 / 1987 / 사회 연결망 분석의 이론틀: 구조와 행위 연결을 중심으로 / 한국사회학 21 : 31~68

[journal] 김원진 / 2010 / A Study on Research Collaboration Among Asian Countries in Science and Technology / 정보관리학회지 / 한국정보관리학회 27(3) : 103~123

[journal] 김은희 / 2010 / Enhancing the Performance of Blog Retrieval by User Tagging and Social Network Analysis / 정보관리학회지 / 한국정보관리학회 27(1) : 61~77

[journal] 김판준 / 2010 / A Study on Journal Impact Measurement with Hirsch-type Indices / 정보관리학회지 / 한국정보관리학회 27(1) : 269~287

[journal] 김희전 / 2010 / A Study on Intellectual Structure Using Author Co-citation Analysis and Author Bibliographic Coupling Analysis in the Field of Social Welfare Science / 정보관리학회지 / 한국정보관리학회 27(3) : 283~306

[journal] 김희정 / 2011 / A Study on Web Archiving Subject Analysis Based on Network Analysis / 한국비블리아학회지 / 한국비블리아학회 22(2) : 235~248

[journal] 박옥남 / 2011 / Knowledge Structures in Knowledge Organization Research: 2000-2011 / 한국비블리아학회지 / 한국비블리아학회 22(3) : 247~267

[journal] 박한우 / 2003 / 월드와이드웹에 나타난 국제 학술 커뮤니케이션 네트워크에 대한 탐사적 연구 / 한국문헌정보학회지 / 한국문헌정보학회 37(2) : 153~168

[journal] 송기호 / 2008 / A Study of the Thematically Integrated Information Literacy Curriculum for Strengthening its Relationship with Curricula / 정보관리학회지 / 한국정보관리학회 25(3) : 41~64

[journal] 양현 / 2011 / Implementation for Science Citation Index Processing System of KIISE Journals / 정보과학회논문지 : 컴퓨팅의 실제 및 레터 / 한국정보과학회 17(5) : 289~298

[journal] 유사라 / 1991 / 네트웍 연구의 사회적 접근과 분석이론 / 도서관학 20 : 297~330

[journal] 이수상 / 2009 / A Study on the Search Behavior of Digital Library Users: Focus on the Network Analysis of Search Log Data / 한국도서관·정보학회지 / 한국도서관·정보학회 40(4) : 139~158

[journal] 이수상 / 2008 / Social Network and Social Services Accessibility of Migrant Workers / 한국문헌정보학회지 / 한국문헌정보학회 42(4) : 243~268

[journal] 이수상 / 2011 / A Analytical Study on the Properties of Coauthorship Network Based on the Co-author Frequency / 한국도서관·정보학회지 / 한국도서관·정보학회 42(2) : 105~125

[journal] 이용재 / 2008 / A Study on Social Service and Information Accessibility of Female Marriage Immigrants in Korea / 한국도서관·정보학회지 / 한국도서관·정보학회 39(4) : 479~504

[journal] 이재윤 / 2006 / A Study on the Network Generation Methods for Examining the Intellectual Structure of Knowledge Domains / 한국문헌정보학회지 / 한국문헌정보학회 40(2) : 333~355

[journal] 이재윤 / 2006 / Centrality Measures for Bibliometric Network Analysis / 한국문헌정보학회지 / 한국문헌정보학회 40(3) : 191~214

[journal] 이재윤 / 2008 / Analyzing the Network of Academic Disciplines with Journal Contributions of Korean Researchers / 정보관리학회지 / 한국정보관리학회 25(4) : 327~345

[journal] 이재윤 / 2011 / A Study on Document Citation Indicators Based on Citation Network Analysis / 한국문헌정보학회지 / 한국문헌정보학회 45(2) : 119~143

[confproc] 이재윤 / 2010 / 국내 학술지의 인용 네트워크 지수 측정 / 제17회 한국정보관리학회 학술대회 / 한국정보관리학회 : 15~20

[journal] 정영미 / 2009 / Ascertaining the Structure and Content of a National Scholarly Web Space Based on Content Analysis / 정보관리학회지 / 한국정보관리학회 26(3) : 7~24

[journal] 조은성 / 2011 / The Influence of Korean and International Marketing Journals: Focused on the Problems of Kor-Factor and Impact Factor / 마케팅관리연구 / 한국마케팅관리학회 16(2) : 53~82

[journal] 최일영 / 2010 / A Usage Pattern Analysis of the Academic Database Using Social Network Analysis in K University Library / 정보관리학회지 / 한국정보관리학회 27(1) : 25~40

[confproc] Al-Saffar, S / 2007 / Experimental bounds on the usefulness of personalized and topic-sensitive Page- Rank / Proceedings of the IEEE/WIC/ ACM International Conference on Web Intelligence : 671~675

[journal] Bergstrom, C. T / 2007 / Eigenfactor: Measuring the value and prestige of scholarly journals / C&RL News 68(5) : 314~316

[journal] Biglu, M. H / 2008 / The influence of references per paper in the SCI to Impact Factors and the Matthew Effect / Scientometrics 74(3) : 453~470

[journal] Bollen / 2006 / Journal status / Scientometrics 69(3) : 669~687

[journal] Brin, S / 1998 / The anatomy of a large-scale hypertextual Web search engine / Computer Networks and ISDN Systems 30(1) : 101~117

[report] Brin, S / 1999 / The PageRank citation ranking: Bringing order to the Web / Stanford InfoLab

[journal] Chen, P / 2007 / Finding scientific gems with Google's PageRank algorithm / Journal of Informetrics 1(1) : 8~15

[journal] 최선희 / 2011 / A Study of Citing Patterns of Korean Scientists on Korean Journals / 정보관리학회지 / 한국정보관리학회 28(2) : 97~115

[journal] 정은경 / 2011 / Interdisciplinary Collaborations in the Domain of Digital Libraries / 정보관리학회지 / 한국정보관리학회 28(2) : 37~51

[journal] 정영미 / 2009 / Mapping Knowledge Structure of Science and Technology Based on University Research Domain Analysis / 정보관리학회지 / 한국정보관리학회 26(2) : 195~210

[journal] Franceschet, M / 2010 / Journal influence factors / Journal of Informetrics 4(3) : 239~248

[journal] Franceschet, M / 2010 / Ten good reasons to use the EigenfactorTM metrics / Information Processing and Management 46(5) : 555~558

[journal] González-Pereira, B / 2010 / A new approach to the metric of journals’ scientific prestige: The SJR indicator / Journal of Informetrics 4(3) : 379~391

[confproc] Herskovic, Jorge R / 2005 / Using incomplete citation data for MEDLINE results ranking / Proceedings of the AMIA Annual Symposium : 316~320

[journal] 김병규 / 2011 / Citing Behavior of Korean Scientists on Foreign Journals in KSCD / 정보관리학회지 / 한국정보관리학회 28(2) : 117~133

[confproc] Kleinberg, J / 1998 / Authoritative sources in a hyperlinked environment / Proceedings of the 9th ACM-SIAM Symposium on Discrete Algorithms : 668~677

[journal] Kleinberg, J / 1999 / Authoritative sources in a hyperlinked environment / Journal of the ACM 46(5) : 604~632

[journal] Langville, Amy N / 2005 / A survey of eigenvector methods for Web information retrieval / SIAM Review 47 : 135~161

[book] Langville, Amy N / 2006 / Google's PageRank and Beyond: The Science of Search Engine Rankings / Princeton University Press

[journal] 이재윤 / 2011 / Intellectual Structure and Infrastructure of Informetrics: Domain Analysis from 2001 to 2010 / 정보관리학회지 / 한국정보관리학회 28(2) : 11~36

[journal] 이정수 / 2010 / Social Network Approach for Sharing Knowledge: How Can the Structure and Characteristics of Social Networks Support for Sharing Knowledge? / 정보관리학회지 / 한국정보관리학회 27(2) : 61~74

[web] Scimago Research Group / Description of SCImago Journal Rank Indicator / http://www.scimagojr.com/SCImagoJournalRank.pdf

[confproc] Su, Cheng / 2009 / PageRank, HITS and Impact Factor for journal ranking / Proceedings of the 2009 World Congress on Computer Science and Information Engineering : 285~290

[web] / Teoma Web Search / http://www.teoma.com/

[confproc] Xing, W / 2004 / Weighted pagerank algorithm / Proceedings of the Second Annual Conference on Communication Networks and Services Research (CNSR’04) : 305~314

KJCKorea
Journal Central

Journal of the Korean Biblia Society for Library and Information Science 2023 KCI Impact Factor : 0.82