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Networks of reader and country status: an analysis of Mendeley reader statistics

机译:读者网络和国家/地区地位:Mendeley读者统计数据分析

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摘要

The number of papers published in journals indexed by the Web of Science core collection is steadily increasing. In recent years, nearly two million new papers were published each year; somewhat more than one million papers when primary research papers are considered only (articles and reviews are the document types where primary research is usually reported or reviewed). However, who reads these papers? More precisely, which groups of researchers from which (self-assigned) scientific disciplines and countries are reading these papers? Is it possible to visualize readership patterns for certain countries, scientific disciplines, or academic status groups? One popular method to answer these questions is a network analysis. In this study, we analyze Mendeley readership data of a set of 1,133,224 articles and 64,960 reviews with publication year 2012 to generate three different networks: (1) The network based on disciplinary affiliations of Mendeley readers contains four groups: (i) biology, (ii) social sciences and humanities (including relevant computer sciences), (iii) bio-medical sciences, and (iv) natural sciences and engineering. In all four groups, the category with the addition "miscellaneous" prevails. (2) The network of co-readers in terms of professional status shows that a common interest in papers is mainly shared among PhD students, Master’s students, and postdocs. (3) The country network focusses on global readership patterns: a group of 53 nations is identified as core to the scientific enterprise, including Russia and China as well as two thirds of the OECD (Organisation for Economic Co-operation and Development) countries.
机译:由Web of Science核心文献收录的期刊中发表的论文数量正在稳定增长。近年来,每年发表近200万篇新论文。如果仅考虑基础研究论文,则超过一百万篇论文(文章和评论是通常报告或审查基础研究的文献类型)。但是,谁看这些论文?更确切地说,哪些科学小组和国家(自派)的研究人员正在阅读这些论文?是否可以可视化某些国家,科学学科或学术地位群体的读者模式?回答这些问题的一种流行方法是网络分析。在这项研究中,我们分析了截至2012年出版的1,133,224条文章和64,960条评论的Mendeley读者数据,以生成三个不同的网络:(1)基于Mendeley读者的学科隶属关系的网络包括四类:(i)生物学,( ii)社会科学和人文科学(包括相关计算机科学),(iii)生物医学科学,以及(iv)自然科学和工程学。在所有四个组中,都应加上“其他”类别。 (2)在专业地位方面,共同阅读者网络表明,论文的共同兴趣主要在博士生,硕士生和博士后之间共享。 (3)国家网络着眼于全球读者模式:确定了53个国家为科学事业的核心,包括俄罗斯和中国以及OECD(经济合作与发展组织)国家的三分之二。

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