Justify the Personal Ratings
Tell us why MovieLens rated a particularly movie so high or low. Cite ratings on a couple of similar movies, and list the top 3-5 tags that contributed.
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Klaus commented
I think this would add a lot to movielens. It would help us decide whether we really want to follow the recommendation and it would give us a better understanding how the algorithm works and modify our behavior if necessary.