businesses are flocking to social networks to harvest consumer sentiment for use in guiding product development they are also watching social networks to confront negative publicity, the broad scale use of social networks and the careful analysis of billions of messages have made it possible sentiment and build customer relations in a manner never done before. but sifting through the babble to discover comments of interest is challenging.