Twitter sentiments may soon replace public opinion polls
May 12th, 2010 - 2:50 pm ICT by ANIWashington, May 12 (ANI): The next time you want to get a quick read on the public’s opinion on politics or current events, consider sampling Twitter.
Researchers at Carnegie Mellon have determined that, at least in some instances, combing Twitter for data can be as good a way of researching opinions as conducting an actual poll.
Computer analysis of sentiments expressed in a billion Twitter messages during 2008-2009 yielded measures of consumer confidence and of presidential job approval similar to those of well-established public opinion polls, the researchers report.
Noah Smith, assistant professor of language technologies and machine learning in the School of Computer Science, said that the findings suggest that analyzing the text found in streams of tweets could become a cheap, rapid means of gauging public opinion on at least some subjects.
He, however, warned that tools for extracting public opinion from social media text are still crude and social media remain in their infancy, so the extent to which these methods could replace or supplement traditional polling is still unknown.
“With seven million or more messages being tweeted each day, this data stream potentially allows us to take the temperature of the population very quickly,” Smith said.
“The results are noisy, as are the results of polls. Opinion pollsters have learned to compensate for these distortions, while we’re still trying to identify and understand the noise in our data. Given that, I’m excited that we get any signal at all from social media that correlates with the polls,” Smith added.
The study findings will be presented May 25 at the Association for the Advancement of Artificial Intelligence’s International Conference on Weblogs and Social Media in Washington, D.C. (ANI)
- Social media may be giving your location away - Mar 07, 2012
- Track public health trends, through Twitter - Jul 07, 2011
- Tweetographer helps locate the hot and happening - Nov 09, 2011
- Twitter, Facebook role in civil strife overhyped - Sep 22, 2011
- Toongate: Has Mamata Banerjee misused the IT Act? (Comment) - Apr 16, 2012
- Social media catalysed massive Arab protests - Sep 15, 2011
- Now, tweets being used to get public reaction to quakes - Dec 16, 2009
- Wall Street too turning to Twitter for stock market predictions - May 05, 2011
- Person's Twitter 'accent' can reveal where they are from - Jan 08, 2011
- Twitter to introduce in-stream ads for users' timelines - Nov 02, 2010
- Twitter can be very useful during times of crisis: Survey - Apr 16, 2011
- Twitter as a lifesaver? - Nov 13, 2011
- Young people drive growth of Twitter in Africa - Jan 27, 2012
- Twitter mood maps reveal happiness quotient of America - Jul 22, 2010
- Obscene tweet posted on Medvedev's Twitter account - Dec 08, 2011
Tags: advancement of artificial intelligence, assistant professor, association for the advancement of artificial intellige, carnegie mellon, computer analysis, computer science, consumer confidence, correlates, data stream, distortions, infancy, instances, language technologies, noah smith, opinion pollsters, presidential job, public opinion polls, sentiments, study findings, twitter