Is it possible to measure the relevance and novelty of tweets related to long-term events?

I'm trying to generate a summary for a long-running event (eg: Oscars, riots) by selecting the most important tweets. Is it possible to measure the relevance and novelty of a tweet based on its...

11 March 2014 9,879 7 View