Computer Science ›› 2014, Vol. 41 ›› Issue (Z6): 110-113.

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Journal Evaluation Based on PageRank Algorithm and HITS Algorithm

YU Yi,GAN Ruo-xun,FAN Suo-hai,LIU Qing and SHAO Qing   

  • Online:2018-11-14 Published:2018-11-14

Abstract: Journal citation network is formed with 31kinds of computer technical core journal in this paper.The PageRank value,authoritative value(authority) and the central value(hub) of these journals are calculated using the algorithms of PageRank and HITS.The comparative study for advantages and disadvantages among impact factor with PageRank value,authoritative value and center value was discussed.The results show that journal impact factor ranking is slightly different from PageRank algorithm,HITS algorithm results ranking,indicating that different evaluation algorithms reflect different journal evaluation purposes.

Key words: PageRank algorithm,HITS algorithm,Impact factor,Journal evaluation

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