We extent this space with relevant tweets and news snippets and relevant event mentions in those.
for each tweet we derive an aggregated novelty score in comparison with the rest, by using a weighted schema: weight 1 if the tweet is more novel, weight 0.5 if the tweets are equally novel and weight −1 if the tweet if less novel.