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Posted to dev@mahout.apache.org by "Sean Owen (JIRA)" <ji...@apache.org> on 2009/04/12 17:00:14 UTC

[jira] Resolved: (MAHOUT-115) Interpolated Knn and SVD Recommender

     [ https://issues.apache.org/jira/browse/MAHOUT-115?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Sean Owen resolved MAHOUT-115.
------------------------------

       Resolution: Fixed
    Fix Version/s: 0.2

> Interpolated Knn and SVD Recommender
> ------------------------------------
>
>                 Key: MAHOUT-115
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-115
>             Project: Mahout
>          Issue Type: New Feature
>          Components: Collaborative Filtering
>            Reporter: Andre Panisson
>            Assignee: Sean Owen
>             Fix For: 0.2
>
>         Attachments: KNNandSVD.patch, KNNandSVD2.patch, KnnItemBasedRecommender.java, mahout.patch
>
>
> Item based recommender implementation that uses K-nearest neighbors with interpolated weights, based on the paper of Robert M. Bell and Yehuda Koren
> in ICDM '07.
> Recommender implementation that uses Single Value Decomposition to capture the features of a DataSet.

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