Taking the Pulse of Political Emotions in Latin America Based on Social Web Streams

Ernesto Diaz-Aviles, Claudia Orellana-Rodriguez, W. Nejdl
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引用次数: 15

Abstract

Social media services have become increasingly popular and their penetration is worldwide. Micro-blogging services, such as Twitter, allow users to express themselves, share their emotions and discuss their daily life affairs in real-time, covering a variety of different points of view and opinions, including political and event-related topics such as immigration, economic issues, tax policy or election campaigns. On the other hand, traditional methods tracking public opinion still heavily rely upon opinion polls, which are usually limited to small sample sizes and can incur in significant costs in terms of time and money. In this paper, we leverage state-of-the-art techniques of sentiment analysis for real-time political emotion tracking. In particular, we analyze mentions of personal names of 18 presidents in Latin America, and measure each political figure's effect in the emotions reflected on the social web.
基于社交网络流的拉丁美洲政治情绪脉动
社交媒体服务越来越受欢迎,其渗透范围遍及全球。微博服务,如推特,允许用户表达自己,分享他们的情绪和讨论他们的日常生活事务实时,涵盖各种不同的观点和意见,包括政治和事件相关的话题,如移民,经济问题,税收政策或竞选活动。另一方面,跟踪民意的传统方法仍然严重依赖民意调查,而民意调查通常限于小样本,并且可能在时间和金钱方面产生重大成本。在本文中,我们利用最先进的情感分析技术进行实时政治情感跟踪。我们特别分析了拉丁美洲18位总统的名字被提及的情况,并衡量了每个政治人物对社交网络上反映的情绪的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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