Anger is more influential than joy: sentiment correlation in weibo.

Recent years have witnessed the tremendous growth of the online social media. In China, Weibo, a Twitter-like service, has attracted more than 500 million users in less than five years. Connected by online social ties, different users might share similar affective states. We find that the correlatio...

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Autores principales:	Rui Fan, Jichang Zhao, Yan Chen, Ke Xu
Formato:	article
Lenguaje:	EN
Publicado:	Public Library of Science (PLoS) 2014
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/4867911adfa848d79cc27a060f6e96de
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spelling	oai:doaj.org-article:4867911adfa848d79cc27a060f6e96de2021-11-25T05:56:29ZAnger is more influential than joy: sentiment correlation in weibo.1932-620310.1371/journal.pone.0110184https://doaj.org/article/4867911adfa848d79cc27a060f6e96de2014-01-01T00:00:00Zhttps://doi.org/10.1371/journal.pone.0110184https://doaj.org/toc/1932-6203Recent years have witnessed the tremendous growth of the online social media. In China, Weibo, a Twitter-like service, has attracted more than 500 million users in less than five years. Connected by online social ties, different users might share similar affective states. We find that the correlation of anger among users is significantly higher than that of joy. While the correlation of sadness is surprisingly low. Moreover, there is a stronger sentiment correlation between a pair of users if they share more interactions. And users with larger number of friends possess more significant sentiment correlation with their neighborhoods. Our findings could provide insights for modeling sentiment influence and propagation in online social networks.Rui FanJichang ZhaoYan ChenKe XuPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 9, Iss 10, p e110184 (2014)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Rui Fan Jichang Zhao Yan Chen Ke Xu Anger is more influential than joy: sentiment correlation in weibo.
description	Recent years have witnessed the tremendous growth of the online social media. In China, Weibo, a Twitter-like service, has attracted more than 500 million users in less than five years. Connected by online social ties, different users might share similar affective states. We find that the correlation of anger among users is significantly higher than that of joy. While the correlation of sadness is surprisingly low. Moreover, there is a stronger sentiment correlation between a pair of users if they share more interactions. And users with larger number of friends possess more significant sentiment correlation with their neighborhoods. Our findings could provide insights for modeling sentiment influence and propagation in online social networks.
format	article
author	Rui Fan Jichang Zhao Yan Chen Ke Xu
author_facet	Rui Fan Jichang Zhao Yan Chen Ke Xu
author_sort	Rui Fan
title	Anger is more influential than joy: sentiment correlation in weibo.
title_short	Anger is more influential than joy: sentiment correlation in weibo.
title_full	Anger is more influential than joy: sentiment correlation in weibo.
title_fullStr	Anger is more influential than joy: sentiment correlation in weibo.
title_full_unstemmed	Anger is more influential than joy: sentiment correlation in weibo.
title_sort	anger is more influential than joy: sentiment correlation in weibo.
publisher	Public Library of Science (PLoS)
publishDate	2014
url	https://doaj.org/article/4867911adfa848d79cc27a060f6e96de
work_keys_str_mv	AT ruifan angerismoreinfluentialthanjoysentimentcorrelationinweibo AT jichangzhao angerismoreinfluentialthanjoysentimentcorrelationinweibo AT yanchen angerismoreinfluentialthanjoysentimentcorrelationinweibo AT kexu angerismoreinfluentialthanjoysentimentcorrelationinweibo
_version_	1718414334900568064

Anger is more influential than joy: sentiment correlation in weibo.

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