话题性、可见性与学术影响:来自热点论文的三元分析  

Topicality,Visibility and Scholarly Impact:Ternary Analysis from Hot Papers

作　　者：匡登辉[1] 李晓茜 张立彬[1] Kuang Denghui;Li Xiaoqian;Zhang Libin(Library of Nankai University,Tianjin 300071,China;Library of Tianjin Medical University,Tianjin 300070,China)

机构地区：[1]南开大学图书馆,天津300071 [2]天津医科大学图书馆,天津300070

出　　处：《图书情报研究》2024年第2期83-90,共8页Library and Information Studies

基　　金：2020年天津市哲学社会科学规划项目“多源异构数据的学术论文评价体系构建与实践探索研究”(项目编号:TJTQ20-001)的研究成果之一。

摘　　要：[目的/意义]分析热点论文的话题性、可见性与学术影响的相互关系及特征,着重探究社交媒体在学术交流中的促进作用,为合理使用Altmetrics指标、科学评价学术成果提供借鉴。[方法/过程]提取Altmetric热点论文的传播数据,进行描述性统计、相关性分析、构造回归模型,就高Tweets论文的话题特征,如论文的话题性、可见性和学术影响对科学交流的影响进行讨论。[结果/结论]研究结果显示,Dimensions citations与Altmetrics指标间存在正相关关系,其中与Mendeley相关系数最大,可用作测度科研成果与社会公众产生的共鸣,媒体报道在一定程度上提升了科研成果的可见性;News mentions、Blog mentions、Tweets、Facebook mentions、Reddit mentions、Mendeley readers 6个指标对Dimensions citations产生影响;热点论文的开放获取及其研究主题的强“话题性”,增加其社交媒体上的“可见性”,话题因素对科学面向社会公众的传播产生影响。[Purpose/signif icance]The purpose of this study is to explore the relationship and characteristics of Topicality,Visibility and Scholarly impact of Altmetric hot papers,and focus on exploring the role of social media in promoting academic communication,and provide reference for the rational use of Altmetrics indicators and scientific evaluation results.[Method/process]The dissemination data of Altmetric top 100 papers were extracted,descriptive statistics,correlation analysis,and regression models were constructed,and the topic characteristics of high-tweets papers and the topicality,visibility,and academic impact of papers were discussed on scientific communication.[Result/conclusion]The results show that there is a positive correlation between Dimensions citations and Altmetrics indicators,there is the largest correlation coefficient between Dimensions citations and Mendeley.It can be used to measure the resonance of scientific research results with the public,Media coverage has improved the visibility of citations of scientific research results to a certain extent;The six leading factors of News mentions,Blog mentions,Tweets,Facebook mentions,Reddit mentions,Mendeley readers have significant influence on the dimensions citations.The strong“topicality”of the research topics and open access of hot papers and the increase of their“visibility”on social media are particularly important for scientific communication and academic impact.The topic factor of the literature has an impact on the dissemination of science to the public.

关 键 词：Altmetrics 热点论文 社会化传播 TWITTER 话题性 可见性 学术影响 

分 类 号：G250.252[文化科学—图书馆学]