Our task is related to but distinct from sentiment analysis, which focuses on judgments in opinions and, recently, predictions given by opinions.
kim and Hovy (2007) identify which political candidate is predicted to win by an opinion posted on a message board and aggregate opinions to correctly predict an election result.