A sentiment analysis of Singapore Presidential Election 2011 using Twitter data with census correction

作者: Murphy Choy , Michelle L. F. Cheong , Koo Ping Shung , Ma Nang Laik

DOI:

关键词: Presidential electionText miningChampionSentiment analysisThe InternetComputer scienceRelation (database)Data scienceContext (language use)Estimation

摘要: Abstract Sentiment analysis is a new area in text analytics where it focuses on the and understanding of emotions from patterns. This form has been widely adopted customer relation management especially context complaint management. With increasing level interest this technology, more companies are adopting using to champion their marketing efforts. However, sentiment twitter remained extremely difficult manage due sampling bias. In paper, we will discuss about application reweighting techniques conjunction with online divisions predict vote percentage that individual candidate receive. There be depth discussion various aspects outcomes as well potential pitfalls estimation anonymous nature internet. Introduction

参考文章(15)
Harold J. Jansen, Royce Koop, Pundits, Ideologues, and the Ranters: The British Columbia Election Online Canadian Journal of Communication. ,vol. 30, ,(2006) , 10.22230/CJC.2005V30N4A1483
Andranik Tumasjan, Isabell M. Welpe, Philipp G. Sandner, Timm Oliver Sprenger, Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment international conference on weblogs and social media. ,(2010)
Cass R. Sunstein, Neither Hayek nor Habermas Public Choice. ,vol. 134, pp. 87- 95 ,(2007) , 10.1007/S11127-007-9202-9
Akshay Java, Xiaodan Song, Tim Finin, Belle Tseng, Why we twitter Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis - WebKDD/SNA-KDD '07. pp. 56- 65 ,(2007) , 10.1145/1348549.1348556
Michael Xenos, W. Lance Bennett, The Disconnection In Online Politics: the youth political web sphere and US election sites, 2002–2004 Information, Communication & Society. ,vol. 10, pp. 443- 464 ,(2007) , 10.1080/13691180701559897
Laura McKenna, Antoinette Pole, What do bloggers do: an average day on an average political blog Public Choice. ,vol. 134, pp. 97- 108 ,(2007) , 10.1007/S11127-007-9203-8
Josh Pasek, Kate Kenski, Daniel Romer, Kathleen Hall Jamieson, America's Youth and Community Engagement How Use of Mass Media Is Related to Civic Activity and Political Awareness in 14- to 22-Year-Olds Communication Research. ,vol. 33, pp. 115- 135 ,(2006) , 10.1177/0093650206287073
Royce Koop, Harold J. Jansen, Political Blogs and Blogrolls in Canada Social Science Computer Review. ,vol. 27, pp. 155- 173 ,(2009) , 10.1177/0894439308326297