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

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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

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