DocumentCode :
2687627
Title :
Taking the Pulse of Political Emotions in Latin America Based on Social Web Streams
Author :
Diaz-Aviles, Ernesto ; Orellana-Rodriguez, Claudia ; Nejdl, Wolfgang
Author_Institution :
L3S Res. Center, Univ. of Hannover, Hannover, Germany
fYear :
2012
fDate :
25-27 Oct. 2012
Firstpage :
40
Lastpage :
47
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.
Keywords :
computational linguistics; government data processing; natural language processing; politics; social networking (online); socio-economic effects; text analysis; Latin America; Twitter; economic issues; election campaigns; event-related topics; immigration; micro-blogging services; political emotions; political topics; public opinion tracking; real-time political emotion tracking; sentiment analysis; social Web streams; social media services; tax policy; Blogs; Google; Media; Real-time systems; Tag clouds; Twitter; Vectors; Computational Social Science; Sentiment Analysis; Social Media Analytics; Twitter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Web Congress (LA-WEB), 2012 Eighth Latin American
Conference_Location :
Cartagena de Indias
Print_ISBN :
978-1-4673-4473-9
Type :
conf
DOI :
10.1109/LA-WEB.2012.9
Filename :
6392137
Link To Document :
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