期刊文献+

基于多源数据融合方法的期刊评价及实证研究 被引量:5

Multi-source data fusion method and its empirical study for journal evaluation
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摘要 【目的】提出面向期刊计量评价的多源数据融合方法,探析多源数据融合方法在期刊评价领域的应用价值,以期减少期刊评价中的信息缺失现象。【方法】选取谷歌学术、百度学术、Web of Science、中国知网和维普数据库中共同收录的40种国内理工科期刊为样本,分析期刊计量结果的差异性,在此基础上提出多源数据融合方法,利用篇均被引频次进行实证研究。【结果】不同数据源中的期刊计量评价结果差异较大。【结论】综合内容权重和逻辑权重的多源数据融合方法不仅可以融合每种数据源中期刊计量结果的优劣,还可以平衡各种数据源中期刊排名的差距。 [Purposes]This paper proposes a multi-source data fusion method for journal measurement evaluation,and analyzes its application value,so as to reduce the lack of information in the field of journal evaluation.[Methods]We selected 40 Chinese journals of science and engineering jointly included in Google Scholar,Baidu Scholar,Web of Science,China National Knowledge Infrastructure,and VIP Database,and then analyzed the differences of journals measurement results.Afterwards,we put forward the method of multi-source data fusion.Finally,we used journal citations per paper to verify whether the method was reasonable or not.[Findings]The results of journal measurement evaluation in different data sources are very different.[Conclusions]Multi-source data fusion method combining content weight and logical weight can not only combine the pros and cons of data in each data source,but also balance the gaps in journal ranking among various data sources.
作者 陈荣 朱雯 孙济庆 CHEN Rong;ZHU Wen;SUN Jiqing(Institute of Science and Technology Information,East China University of Science and Technology,130 Meilong Road,Shanghai 200237,China)
出处 《中国科技期刊研究》 CSSCI 北大核心 2019年第6期685-692,共8页 Chinese Journal of Scientific and Technical Periodicals
关键词 多源数据融合 期刊计量评价 期刊篇均被引频次 Multi-source data fusion Journal measurement evaluation Journal citations per paper
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  • 1张李义,汪小芬.利用层次分析法综合评估信息系统[J].情报杂志,2005,24(1):83-84. 被引量:16
  • 2王飞,侯跃芳,崔雷.常用中文文献数据库引文检索功能的比较研究[J].中华医学图书情报杂志,2005,14(4):52-56. 被引量:2
  • 3贺贤孝.算术平均──几何平均不等式的经典证明[J].数学通报,1995,34(3):39-43. 被引量:3
  • 4张磊.内科杂病治疗八法[J].河南中医,2007,27(2):32-34. 被引量:10
  • 5互联网期刊出版产业概述.[2009-07-10]http://blog.sina.com.cn/blogzhangli.
  • 62007-2008中国互联网网期刊出版产业年度报告.[2009-07-10]http//blog.sina.com.cn/blogzhangli.
  • 7Carol Tenopir,Use and Users of Electronic Library Resources: An Overview and Analysis of Recent Research Studies (Washington, DC: Council on Library and Information Resources, 2003). E2006-11-201. http: //www. clir. org/pubs/reports/pub120/pub120, pdf.
  • 8Dogan Atilgan, Ozlem (Gokkurt) Bayram. An Evaluation of Faculty Use of the Digital Library at Ankara University, Turkey. Journal of Academic Librarianship 2006, (32):86-93.
  • 9Angel Borrego, Liu s Anglada, Maite Barrios and N ria Comellas. Use and Users of Electronic Journals at Catalan Universities: The Results of a Survey, Journal of Academic Librarianship 2007, (33) : 67-75.
  • 10Judit Bar-Ilan, Mark Levene, Ayelet Lin. Some measures for comparing citation databases. Journal of informetrics, 2007( 1 ):26-34.

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