Here is an optional reading on collaborative filtering under temporally evolving user preferences, that came out in this month's CACM.
It may be useful for those of you curious about the current status on the collaborative filtering research:
http://rakaposhi.eas.asu.edu/cse494/cacm-temporal-collab-filtering.pdf
Rao
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