Hi, I'm doing item similarity for recommendations.
I would like to provide two kinds of recommenations for items:
1. similar item. I want to recommend anonymous user items similar to
current item.
2. look with item. Recommend items which other anonmous users look with
current item.

What appoaches can be used? I did more than 50 tries and don't get quite
good result... :(
I have 3*10^6 items and 3*10^6 anonymous users per day with item browsing
history.

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