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From Stuti Awasthi <>
Subject How to SSVD output to generate Clusters
Date Wed, 31 Jul 2013 12:09:01 GMT
Hi All,

I wanted to group the documents with same context but which belongs to one single domain together.
I have tried KMeans and LDA provided in Mahout to perform the clustering but the groups which
are generated are not very good. Hence I thought to use LSA to indentify the context related
to the word and then perform the Clustering.

I am able to run SSVD of Mahout and generated 3 files : Sigma,U,V as output of SSVD.
I am not sure how to use the output of SSVD to fed to the Clustering Algorithm so that we
can generate the clusters of the documents which might be talking about same context.

Any pointers how can I achieve this ?

Stuti Awasthi


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