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图书情报工作 ›› 2015, Vol. 59 ›› Issue (2): 75-81.DOI: 10.13266/j.issn.0252-3116.2015.02.012

• 情报研究 • 上一篇    下一篇

作者合著网络中研究兴趣相似性实证研究

李纲, 李岚凤, 毛进, 叶光辉   

  1. 武汉大学信息资源研究中心 武汉 430072
  • 收稿日期:2014-07-16 修回日期:2015-01-02 出版日期:2015-01-20 发布日期:2015-01-20
  • 通讯作者: 毛进(ORCID:0000-0001-9572-6709),博士研究生,通讯作者,E-mail:danveno@163.com
  • 作者简介:李纲(ORCID:0000-0002-8336-4891),教授,博士生导师;李岚凤(ORCID:0000-0002-6761-933X),硕士研究生;叶光辉(ORCID:0000-0001-8111-5034),博士研究生
  • 基金资助:

    本文系国家自然科学基金项目"科研团队动态演化规律研究"(项目编号:71273196)研究成果之一。

Empirical Research on Similarity of Research Interests in Co-authorship Network

Li Gang, Li Lanfeng, Mao Jin, Ye Guanghui   

  1. Center for the Studies of Information Resources, Wuhan University, Wuhan 430072
  • Received:2014-07-16 Revised:2015-01-02 Online:2015-01-20 Published:2015-01-20

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摘要：

[目的/意义]从作者微观个体研究兴趣角度出发,通过对作者合著网络中作者关联关键词集的研究,定量地验证研究兴趣相似是作者合作的一个动机。[方法/过程]收集WOS中检索领域相关文献题录信息,构建作者合著网络,并利用Louvain算法划分社区,实现了Jaccard系数及余弦相似性系数的计算指标,统计与对比分析整体网络及社区内部作者研究兴趣的相似性。[结果/结论]在网络整体层次,作者合著网络中作者的研究兴趣相似性较高,但也存在一定比例的差异性即互补性;在科研社区内部,合著作者平均研究兴趣相似性及互补性均高于网络整体层次,科研社区的形成受到作者研究兴趣的影响。两个层次的兴趣相似性反映了研究兴趣相似是作者合作的一个重要动机。

关键词: 作者合著网络, 合著动机, 关键词集, 研究兴趣相似性

Abstract:

[Purpose/significance] Aiming at quantitatively verifying the assumption that the similarity of research interests is a motivation of the co-authoring, this paper uses the keyword set of those authors of the co-authorship network from the micro perspective of individual.[Method/process] The research collects bibliographic record of document about information retrieval, constructs co-authorship network, divides the communities with Louvain algorithm, implements Jaccard coefficient and Cosine coefficient computation indicators, and carries out a statistical analysis and comparison on the similarity of research interests of authors in the overall network and within the community.[Result/conclusion] From the perspective of overall network, the similarity of research interest is higher in co-authorship network, but there is a rate of complementarity. Both the average similarity and complementarity of co-author within community are higher than overall network, and the formation of scientific community may be influenced by the research interest of author. That the similarity of research interest is an important motivation of the co-authoring can be reflected by the similarity of researcher's interest in these two levels of network.

Key words: co-authorship network, motivation of co-authoring, keyword set, similarity of research interests

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