Mahout Recommendations on Binary data

Posted by Pranay Kumar on Stack Overflow See other posts from Stack Overflow or by Pranay Kumar
Published on 2010-06-11T12:28:06Z Indexed on 2010/06/11 12:33 UTC
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recommendation-engine

Hi,

I'm a newbie to mahout.My aim is to produce recommendations on binary user purchased data.So i applied item-item similarity model in computing top N recommendations for movie lens data assuming 1-3 ratings as a 0 and 4-5 ratings as a 1.Then i tried evaluating my recommendations with the ratings in the test-data but hardly there have been two or three matches from my top 20 recommendations to the top rated items in test data and no match for most users.

So are my recommendations totally bad by nature or do i need to go for a different measure for evaluating my recommendations ?

Please help me ! Thanks in advance.

Pranay, 2nd yr ,UG student.

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