In the context of my most previous reply above -- how would you feel about reccomendation algorithms that pull more visibly from your own social graph -- Friends, yes, but also people you follow on Twitter and Like on facebook.

That seems almost a perfect marriage of my comments on the innate human quality behind a nearest-neighbor algorithm your comments here.