Hi,

I want to write a recommendation system which recommends items to customers
based on the following parameters (and some others):

   - User-item similarity (for example recommend items which target certain
   gender,age etc. to users which meet these criteria)
   - Time of year (recommend items with a holiday theme before a major
   holiday)
   - Preferences of similar users

I know Mahout supports User-User and Item-Item similarity, but how can I
implement User-Item similarity?
Also, is there any support for time-based recommendations?


Thanks,

Alex

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