The Role of Social Media in the Discussion of Controversial Topics

被引:32
|
作者
Smith, Laura M. [1 ]
Zhu, Linhong [1 ]
Lerman, Kristina [1 ]
Kozareva, Zornitsa [1 ]
机构
[1] Univ So Calif, Inst Informat Sci, Marina Del Rey, CA 90292 USA
来源
2013 ASE/IEEE INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING (SOCIALCOM) | 2013年
关键词
Twitter; Political Opinions; Sentiment Analysis; SENTIMENT;
D O I
10.1109/SocialCom.2013.41
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, social media has revolutionized how people communicate and share information. Twitter and other blogging sites have seen an increase in political and social activism. Previous studies on the behaviors of users in politics have focused on electoral candidates and election results. Our paper investigates the role of social media in discussing and debating controversial topics. We apply sentiment analysis techniques to classify the position (for, against, neutral) expressed in a tweet about a controversial topic and use the results in our study of user behavior. Our findings suggest that Twitter is primarily used for spreading information to like-minded people rather than debating issues. Users are quicker to rebroadcast information than to address a communication by another user. Individuals typically take a position on an issue prior to posting about it and are not likely to change their tweeting opinion.
引用
收藏
页码:236 / 243
页数:8
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