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한국비블리아학회지

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Vol.22 No.4
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Journal PageRank Calculation in the Korean Science Citation Database

한국비블리아학회지 / 한국비블리아학회지, (P)1229-2435; (E)2799-4767
2011, v.22 no.4, pp.361-379
https://doi.org/10.14699/kbiblia.2011.22.4.361
Lee, Jae-Yun
Lee,, J. (2011). Journal PageRank Calculation in the Korean Science Citation Database. 한국비블리아학회지, 22(4), 361-379, https://doi.org/10.14699/kbiblia.2011.22.4.361
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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
저널 평가, 인용 영향력, 저널 인용 네트워크, 페이지랭크 알고리즘, 저널 페이지랭크, 저널 자기인용

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