Sebastian Schelter created MAHOUT-1088:
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             Summary: biased item-based recommender
                 Key: MAHOUT-1088
                 URL: https://issues.apache.org/jira/browse/MAHOUT-1088
             Project: Mahout
          Issue Type: Improvement
          Components: Collaborative Filtering
            Reporter: Sebastian Schelter
            Assignee: Sean Owen


user-item-baseline estimation offers a simple yet very effective to improve the 
rating prediction of recommenders (see dl.acm.org/citation.cfm?id=1644874 for 
details).

We should offer an item-based recommender that incorporates this technique 

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