Not all emotions are created equal: Expressive behavior of the networked public on China's social media site
作者：
Highlights：
• We combined machine learning-based text analysis with social network analysis.
• An expressive account of rationality was proposed to understand social media use.
• Emotion-based clustering was found in users' interaction network on Weibo.
• Emotional discussions influence people more than cognitive discussions on Weibo.
• Valence alone is not sufficient to explain online emotional influences.
摘要
•We combined machine learning-based text analysis with social network analysis.•An expressive account of rationality was proposed to understand social media use.•Emotion-based clustering was found in users' interaction network on Weibo.•Emotional discussions influence people more than cognitive discussions on Weibo.•Valence alone is not sufficient to explain online emotional influences.
论文关键词：Weibo,Emotional homophily,Social media,Online discussion networks,Connectedness,Responsiveness
论文评审过程：Received 14 December 2015, Revised 18 February 2016, Accepted 21 February 2016, Available online 4 March 2016, Version of Record 4 March 2016.
论文官网地址：https://doi.org/10.1016/j.chb.2016.02.086
