PrestigeRank: A new evaluation method for papers and journals

This paper studies how missing data in the PageRank algorithm influences the result of papers ranking and proposes PrestigeRank algorithm on that basis. We make use of PrestigeRank to give the ranking of all papers in physics in the Chinese Scientific and Technology Papers and Citation Database (CST...

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Published inJournal of informetrics Vol. 5; no. 1; pp. 1 - 13
Main Authors Su, Cheng, Pan, YunTao, Zhen, YanNing, Ma, Zheng, Yuan, JunPeng, Guo, Hong, Yu, ZhengLu, Ma, CaiFeng, Wu, YiShan
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 2011
Subjects
Authority factor
Citation analysis
Impact factor
Impact factors
Journal evaluation
PageRank
Paper evaluation
PrestigeRank
Paper evaluation
Citation analysis
Impact factor
PageRank
Authority factor
PrestigeRank
Journal evaluation
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Abstract This paper studies how missing data in the PageRank algorithm influences the result of papers ranking and proposes PrestigeRank algorithm on that basis. We make use of PrestigeRank to give the ranking of all papers in physics in the Chinese Scientific and Technology Papers and Citation Database (CSTPCD) published between 2004 and 2006. We compared PrestigeRank result with PageRank and citation ranking. We found PrestigeRank is significantly correlated with PageRank and citation counts. We also used paper citation networks to rank journals, and compared the result with that of journal citation networks. We proposed PR sum , PR ave , and compared both of them with citation counts and impact factor. It indicates PR sum , PR ave can reflect journal's authority favorably. We also discuss the advantages and disadvantages, application scope and application prospects of PrestigeRank in the evaluation of papers and journals.
AbstractList This paper studies how missing data in the PageRank algorithm influences the result of papers ranking and proposes PrestigeRank algorithm on that basis. We make use of PrestigeRank to give the ranking of all papers in physics in the Chinese Scientific and Technology Papers and Citation Database (CSTPCD) published between 2004 and 2006. We compared PrestigeRank result with PageRank and citation ranking. We found PrestigeRank is significantly correlated with PageRank and citation counts. We also used paper citation networks to rank journals, and compared the result with that of journal citation networks. We proposed PR sum , PR ave , and compared both of them with citation counts and impact factor. It indicates PR sum , PR ave can reflect journal's authority favorably. We also discuss the advantages and disadvantages, application scope and application prospects of PrestigeRank in the evaluation of papers and journals.
Author Pan, YunTao
Yuan, JunPeng
Ma, Zheng
Wu, YiShan
Su, Cheng
Guo, Hong
Ma, CaiFeng
Zhen, YanNing
Yu, ZhengLu
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Keywords Paper evaluation
Citation analysis
Impact factor
PageRank
Authority factor
PrestigeRank
Journal evaluation
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Snippet This paper studies how missing data in the PageRank algorithm influences the result of papers ranking and proposes PrestigeRank algorithm on that basis. We...
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SubjectTerms Authority factor
Citation analysis
Impact factor
Impact factors
Journal evaluation
PageRank
Paper evaluation
PrestigeRank
Title PrestigeRank: A new evaluation method for papers and journals
URI https://dx.doi.org/10.1016/j.joi.2010.03.011
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