Mahout
  1. Mahout
  2. MAHOUT-115

Interpolated Knn and SVD Recommender

    Details

    • Type: New Feature New Feature
    • Status: Closed
    • Priority: Major Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 0.2
    • Labels:
      None

      Description

      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.

      1. KNNandSVD.patch
        35 kB
        Sean Owen
      2. KNNandSVD2.patch
        28 kB
        Sean Owen
      3. KnnItemBasedRecommender.java
        4 kB
        Sean Owen
      4. mahout.patch
        34 kB
        Andre Panisson

        Activity

        Andre Panisson created issue -
        Andre Panisson made changes -
        Field Original Value New Value
        Attachment mahout.patch [ 12405198 ]
        Sean Owen made changes -
        Assignee Sean Owen [ srowen ]
        Sean Owen made changes -
        Attachment KNNandSVD.patch [ 12405228 ]
        Sean Owen made changes -
        Attachment KnnItemBasedRecommender.java [ 12405239 ]
        Sean Owen made changes -
        Attachment KNNandSVD2.patch [ 12405261 ]
        Sean Owen made changes -
        Status Open [ 1 ] Resolved [ 5 ]
        Fix Version/s 0.2 [ 12313278 ]
        Resolution Fixed [ 1 ]
        Grant Ingersoll made changes -
        Status Resolved [ 5 ] Closed [ 6 ]

          People

          • Assignee:
            Sean Owen
            Reporter:
            Andre Panisson
          • Votes:
            1 Vote for this issue
            Watchers:
            0 Start watching this issue

            Dates

            • Created:
              Updated:
              Resolved:

              Development