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https://issues.apache.org/jira/browse/MAHOUT-1485?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13975219#comment-13975219
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Ted Dunning commented on MAHOUT-1485:
-------------------------------------

Yash,

This document is describing the old style of building recommenders.

The current best practice is to use an off-line analysis and then deploy the 
resulting item similarities to some sort of recommendation engine.  My own 
preference is that this recommendation engine be an actual text search engine, 
but there may be other opinions around.

I think that going into lots of detail about the preference model isn't helpful 
to newcomers who would like to get going as quickly as possible.


> Clean up Recommender Overview page
> ----------------------------------
>
>                 Key: MAHOUT-1485
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1485
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Documentation
>            Reporter: Sebastian Schelter
>            Assignee: Sebastian Schelter
>             Fix For: 1.0
>
>
> Clean up the recommender overview page, remove outdated content and make sure 
> the examples work.
> https://mahout.apache.org/users/recommender/recommender-documentation.html



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