Daniel Lemire has been on a tear arguing in favor of diversity in recommender systems, and now he’s assembling a bibliography on the subject. The post is a good start, and the comment thread is already elaborating on it.
As regular readers know, I’m also in favor of diversity in recommender systems, but I’m more concerned with their transparency.
The Noisy Channel 