I'm currently researching recommender systems and would like to know how other researchers acquire or generate test data to evaluate the systems' performance?
When I was working with Recommender Systems I had the exact same problem. I enjoyed the Grouplens dataset the most:
http://grouplens.org/node/12
You can download ratings given by users to movies.
Also, I described in my blog some datasets I found while researching:
http://girlincomputerscience.blogspot.com.br/2010/12/datasets.html
Hope it helps!
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