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Model-based methods: NB Clustering
¢Assume all users belong to several different types C = {C1,C2, …, Cn}
lFind the model (class) of active user
•Eg. Horror movie lovers
•This class is hidden
lThen apply model to predict vote
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Class probability
Probability of a vote on
item i given class C