Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.

This paper presents a bibliographic analysis of Nature articles based on altmetrics. We assess the concern degree of social users on the Nature articles through the coverage analysis of Twitter and Facebook by publication year and discipline. The social media impact of a Nature article is examined b...

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Main Authors: Feng Xia, Xiaoyan Su, Wei Wang, Chenxin Zhang, Zhaolong Ning, Ivan Lee
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5132397?pdf=render
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author Feng Xia
Xiaoyan Su
Wei Wang
Chenxin Zhang
Zhaolong Ning
Ivan Lee
author_facet Feng Xia
Xiaoyan Su
Wei Wang
Chenxin Zhang
Zhaolong Ning
Ivan Lee
author_sort Feng Xia
collection DOAJ
description This paper presents a bibliographic analysis of Nature articles based on altmetrics. We assess the concern degree of social users on the Nature articles through the coverage analysis of Twitter and Facebook by publication year and discipline. The social media impact of a Nature article is examined by evaluating the mention rates on Twitter and on Facebook. Moreover, the correlation between tweets and citations is analyzed by publication year, discipline and Twitter user type to explore factors affecting the correlation. The results show that Twitter users have a higher concern degree on Nature articles than Facebook users, and Nature articles have higher and faster-growing impact on Twitter than on Facebook. The results also show that tweets and citations are somewhat related, and they mostly measure different types of impact. In addition, the correlation between tweets and citations highly depends on publication year, discipline and Twitter user type.
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spelling doaj.art-f3ef1e78c7ce4c92ad061b9706c48a532022-12-22T01:15:15ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-011112e016599710.1371/journal.pone.0165997Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.Feng XiaXiaoyan SuWei WangChenxin ZhangZhaolong NingIvan LeeThis paper presents a bibliographic analysis of Nature articles based on altmetrics. We assess the concern degree of social users on the Nature articles through the coverage analysis of Twitter and Facebook by publication year and discipline. The social media impact of a Nature article is examined by evaluating the mention rates on Twitter and on Facebook. Moreover, the correlation between tweets and citations is analyzed by publication year, discipline and Twitter user type to explore factors affecting the correlation. The results show that Twitter users have a higher concern degree on Nature articles than Facebook users, and Nature articles have higher and faster-growing impact on Twitter than on Facebook. The results also show that tweets and citations are somewhat related, and they mostly measure different types of impact. In addition, the correlation between tweets and citations highly depends on publication year, discipline and Twitter user type.http://europepmc.org/articles/PMC5132397?pdf=render
spellingShingle Feng Xia
Xiaoyan Su
Wei Wang
Chenxin Zhang
Zhaolong Ning
Ivan Lee
Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.
PLoS ONE
title Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.
title_full Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.
title_fullStr Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.
title_full_unstemmed Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.
title_short Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.
title_sort bibliographic analysis of nature based on twitter and facebook altmetrics data
url http://europepmc.org/articles/PMC5132397?pdf=render
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AT weiwang bibliographicanalysisofnaturebasedontwitterandfacebookaltmetricsdata
AT chenxinzhang bibliographicanalysisofnaturebasedontwitterandfacebookaltmetricsdata
AT zhaolongning bibliographicanalysisofnaturebasedontwitterandfacebookaltmetricsdata
AT ivanlee bibliographicanalysisofnaturebasedontwitterandfacebookaltmetricsdata