Personalized filtering and recommendations of tweets

I am finding very interesting articles on twitter, but there are way too many even though I follow hundred people. Also I follow some people for their expertise in topic X, and sometimes they decide to tweet something personal, which is totally irrelevant for me. So any cool apps that do this, or what do you use for this purpose?