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A Study on Document Citation Indicators Based on Citation Network Analysis

인용 네트워크 분석에 근거한 문헌 인용 지수 연구

  • 이재윤 (경기대학교 문헌정보학과)
  • Received : 2011.04.19
  • Accepted : 2011.05.11
  • Published : 2011.05.30

Abstract

This study identifies the characteristics of recent citation-based indicators for assessing a single paper in the context of their co-relationships. Five predefined indicators were examined with three variants of h-index which are convened in this study; the formers are PageRank, SCEAS Rank, CCI, f-value, and single paper h-index and the latters are $h_S$-index, h1-index, and $h_S$1-index. The correlation analysis and cluster analysis were performed to group the indicators by common characteristics, after which the indicators were calculated with the dataset from KSCI DB. The results show statistical evidence that distinguishes h-index type indicators from others. The characteristics of the indicators were verified with citation frequency factors using correlation analysis. Finally, the implications for applications and further studies are discussed.

Keywords

Citation Analysis;Document Citation Network;Impact Factor;PageRank;h-Index;Network Analysis;Single Paper Assessment

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