Emotions and Information Diffusion in Social Media-Sentiment of Microblogs and Sharing Behavior

被引:1086
作者
Stieglitz, Stefan [1 ]
Dang-Xuan, Linh [1 ]
机构
[1] Univ Munster, Dept Informat Syst, Munster, Germany
关键词
information diffusion; sentiment; social media; Twitter; TRANSMISSION; ELECTION; CONTAGION; POLITICS; TWITTER;
D O I
10.2753/MIS0742-1222290408
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As a new communication paradigm, social media has promoted information dissemination in social networks. Previous research has identified several content-related features as well as user and network characteristics that may drive information diffusion. However, little research has focused on the relationship between emotions and information diffusion in a social media setting. In this paper, we examine whether sentiment occurring in social media content is associated with a user's information sharing behavior. We carry out our research in the context of political communication on Twitter. Based on two data sets of more than 165,000 tweets in total, we find that emotionally charged Twitter messages tend to be retweeted more often and more quickly compared to neutral ones. As a practical implication, companies should pay more attention to the analysis of sentiment related to their brands and products in social media communication as well as in designing advertising content that triggers emotions.
引用
收藏
页码:217 / 247
页数:31
相关论文
共 77 条
  • [1] Allport G.W., 1947, Psychology of Rumor
  • [2] [Anonymous], FACEBOOK NEWSROOM KE
  • [3] [Anonymous], 2013, Regression Analysis of Count Data
  • [4] [Anonymous], 2011, Future Information Technology Communications in Computer and Information Science
  • [5] [Anonymous], PROCEDIA COMPUTER SC
  • [6] [Anonymous], 2007, ACM Trans. Knowl. Discov. Data
  • [7] [Anonymous], 2009, P 2009 C EMP METH NA
  • [8] [Anonymous], 2010, SOCIALCOM, DOI DOI 10.1109/SOCIALCOM.2010.33
  • [9] [Anonymous], 2010, P 43 ANN HAW INT C S
  • [10] [Anonymous], 2011, Proc. Int. AAAI Conf. Web Soc. Media, DOI DOI 10.1609/ICWSM.V5I1.14171