基于PageRank,HITS和SALSA算法的学术论文评价  

Academic Publication Ranking Based on PageRank,HITS and SALSA

作　　者：苏成[1] Hee-Sop KIM 

机构地区：[1]中国科学技术信息研究所情报方法研究中心,北京100038 [2]韩国庆北大学图书馆与信息科学系

出　　处：《情报杂志》2015年第6期48-54,共7页Journal of Intelligence

基　　金："十三五"国家科技支撑计划项目"面向科技情报分析的信息服务资源开发与支撑技术研究"(编号:2015BAH25F01)资助

摘　　要：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.

关 键 词：PAGERANK HITS SALSA学术论文评价 

分 类 号：G350[文化科学—情报学]