Author: buildbot
Date: Tue Jul  8 01:17:10 2014
New Revision: 915435

Log:
Staging update by buildbot for mahout

Modified:
    websites/staging/mahout/trunk/content/   (props changed)
    
websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html

Propchange: websites/staging/mahout/trunk/content/
------------------------------------------------------------------------------
--- cms:source-revision (original)
+++ cms:source-revision Tue Jul  8 01:17:10 2014
@@ -1 +1 @@
-1608637
+1608638

Modified: 
websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html 
Tue Jul  8 01:17:10 2014
@@ -312,7 +312,9 @@ for item IDs. Then after recommendations
 </pre></div>
 
 
-<p>The input user file is a sequence file, the sequence record key is user id 
and value is the user's rated item ids which will be removed from 
recommendation. The output file generated in our simple example will be a text 
file giving the recommended item ids for each user. There exist a variety of 
parameters for Mahout’s ALS recommender to accommodate custom business 
requirements; exploring and testing various configurations to suit your needs 
will doubtless lead to additional questions. Feel free to ask such questions on 
the <a 
href="https://mahout.apache.org/general/mailing-lists,-irc-and-archives.html";>mailing
 list</a>.</p>
+<p>The input user file is a sequence file, the sequence record key is user id 
and value is the user's rated item ids which will be removed from 
recommendation. The output file generated in our simple example will be a text 
file giving the recommended item ids for each user. 
+Remember to translate the Mahout ids back into your application specific ids. 
</p>
+<p>There exist a variety of parameters for Mahout’s ALS recommender to 
accommodate custom business requirements; exploring and testing various 
configurations to suit your needs will doubtless lead to additional questions. 
Feel free to ask such questions on the <a 
href="https://mahout.apache.org/general/mailing-lists,-irc-and-archives.html";>mailing
 list</a>.</p>
    </div>
   </div>     
 </div> 


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