Title
From Attention to Citation, What and How Does Altmetrics Work?
Abstract
Scholarly and social impacts of scientific publications could be measured by various metrics. In this study, the relationship between various metrics of 63,805 PLOS research articles are studied. Generally, article views correlate well with citation, however, different types of article view have different levels of correlation with citation, when pdf download correlates the citation most significantly. It's necessary for publishers and journals to provide detailed and comprehensive article metrics. Although the low correlation between social attention and citation is confirmed by this study and previous studies, more than ever, we find that social attention is highly correlated with article view, especially the browser html view. Social attention is the important source that bringing network traffic to browser html view and may lead to citation subsequently. High altmetric score has the potential role in promoting the long-term academic impact of articles, when a conceptual model is proposed to interpret the conversion from social attention to article view, and to citation finally.
Year
Venue
Field
2014
CoRR
Data science,Data mining,World Wide Web,Altmetrics,Conceptual model,Computer science,Citation,Social attention,Download,Low correlation
DocType
Volume
Citations 
Journal
abs/1409.4269
3
PageRank 
References 
Authors
0.51
10
4
Name
Order
Citations
PageRank
Xianwen Wang122021.59
Chen Liu22911.46
Zhichao Fang3363.92
Wenli Mao4595.98