Altmetrics背景下的期刊多维度测评指标研究

发布时间：2018-07-11 15:54

本文选题：科学计量学 + Altmetrics　；参考：《情报学报》2017年02期

【摘要】：数据科学时代的到来为各学科的发展带来了新的增长点,在科学计量学领域,主要基于社交媒体的Altmetrics研究已成为近期焦点。在这一背景下,本文采用Altmetrics的新范式,对学术期刊的多维度评价问题进行探索性研究。本研究着眼于学术型社交媒体中用户产生的学术期刊非结构化多元评价信息,借助文本挖掘技术将这一数据结构化,并进行统计与计量学运算,随后依据这一实证结果启发理论建构,进而形成期刊多维度测评指标模型,以期能为Altmetrics的研究应用和学术期刊评价现状的改善提供一种可能的进路。
[Abstract]:The arrival of the age of data science has brought new growth points for the development of various disciplines. In the field of scientific metrology, the Altmetrics research, which is mainly based on social media, has become the focus of the near future. In this context, this paper uses a new paradigm of Altmetrics to explore the problem of multidimensional evaluation of academic journals. In the social media, the academic periodicals generated by the social media are unstructured and multiple evaluation information, and the data are structured with the help of text mining technology, and the statistical and metrological operation is carried out. Then, the theoretical construction is constructed based on this empirical result, and then the multi-dimensional evaluation index model of the journal is formed, so as to be able to apply and apply to the research of Altmetrics. The improvement of the status quo of academic journals provides a possible route.
【作者单位】：重庆大学经济与工商管理学院;华东师范大学经济与管理学部信息管理系;华东师范大学学术评价与促进研究中心;
【基金】：国家自然科学基金青年项目“h型信息网络测度的机理与实证研究”(71503083) 中央高校基本科研业务费(No.CDJKXB12004)
【分类号】：G237.5;G353.1

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