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a recommendation system for social information streams such as Twitter Zerozero88" experimental prototype By considering content sources, user topic interest models, and social voting, this web-based recommendation tool directs users to content they are really interested in. Such recommender systems can address information overload by helping users avoid missing important or relevant content buried within their information streams