基于PageRank,HITS和SALSA算法的学术论文评价

Academic Publication Ranking Based on PageRank,HITS and SALSA

科技论文评价对于科研工作者的评价以及相关科研管理工作至关重要。利用PageRank、HITS和SALSA算法进行了"图书馆与信息科学"领域的论文排序实验,比较了不同算法排序列表前100共同论文数和Spearman相关系数,讨论了不同算法特性对排序结果的影响,最后讨论了不同算法的优缺点、适用范围。

For evaluation of researchers and scientific research management, evaluation of scientific papers is very important. In this paper, first we presented experiments using the PageRank, HITS and SALSA by rank ＂library and information science＂ related papers. Second we also compared for different citation ranking algorithms by common elements of each pair of the above algorithms and Spearman rho. We discussed several algorithms＇ feature how to influence the ranking results. Finally, the merits, the demerits and applicable scope of each method are discussed, and some useful conclusions are given.