基于Altmetrics的国内期刊影响力评价研究Evaluation of Domestic Academic Journals Impact Based on Altmetrics
王磊;
摘要(Abstract)：
伴随社交媒体平台数据的可获取、可利用,主要基于社交媒体数据的替代计量学(Altmetrics)研究已然成为继"五计学"后的研究焦点。首先,将学术型社交媒体中关于期刊评价的非结构化文本信息进行文本挖掘。之后,将采集的数据(影响因子、查看量、参评人数、审稿费、审稿速度、版面费、编辑态度、综合得分等)存储在非关系型数据库(Mongo DB)中,并利用自编脚本与社会学统计分析软件(SPSS)对样本数据进行统计与计量学分析。最后,由实证结果启发理论构建,得到期刊影响力评价模型,其主要因素划分为期刊影响因子、期刊社会关注度、投稿经济成本、投稿时间成本、期刊编辑综合能力。希望该研究可以提供一种可借鉴的替代计量学研究视角,使得期刊评价更加科学和全面。在文末提出了该研究尚待解决的问题。
关键词(KeyWords)： 替代计量学;期刊评价;影响力;学术社交媒体
基金项目(Foundation): 中央高校基本科研业务费专项资金资助项目“扎根社交媒体大数据的社会化阅读探究”(编号:JS2018HGXJ0042);; 合肥工业大学研究生培养质量工程项目(编号:2017YJG22)的研究成果之一
作者(Authors): 王磊;
DOI: 10.16603/j.issn1002-1027.2019.03.011
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