Tweetcast to predict vote in upcoming US Presidential elections
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Posted on:21 Oct 2016 18:05:01
21 October 2016 Current Affairs: An online tool, TweetCast, can predict whether citizens will vote for Donald Trump or Hilary Clinton in the upcoming US Presidential elections has been developed. The tool was developed by researchers of Northwestern University in the US.
TweetCast uses a machine-learning algorithm to examine words, hashtags, tagged usernames and mentioned websites to uncover which terms are most predictive of voting preference.
TweetCast : The tool was designed by Larry Birnbaum, a professor of computer science in Northwestern’s McCormick School of Engineering and his students. It can also predict which party will dominate a particular state in the November 8 elections.
As per the algorithm, tweet words "lying," "liberal," and "illegal" indicates a vote for Republican candidate Trump. On the other hand, using the words "single," "humanity," and "rights", predicts a vote for Democratic rival Clinton.
The algorithm was trained on Twitter users who have publicly declared support for one of the two candidates. Researchers said that 'TweetCast' has a prediction accuracy of over 80 per cent.
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