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From build...@apache.org
Subject svn commit: r886138 [24/33] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/basics/ users/classification/ users/clustering/ users/emr/ users/recommender/ users/stuff/
Date Mon, 11 Nov 2013 07:46:04 GMT
Modified: websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html Mon Nov 11 07:46:02 2013
@@ -36,21 +36,21 @@
         natural language processing,
         supervised, text mining, time series data, unsupervised, web data mining">
   <link rel="shortcut icon" type="image/x-icon" href="http://mahout.apache.org/images/favicon.ico">
-  <script id="twitter-wjs" src="/content/js/widgets.js"></script>
-  <script type="text/javascript" src="/content/js/prototype.js"></script>
-  <script type="text/javascript" src="/content/js/effects.js"></script>
-  <script type="text/javascript" src="/content/js/search.js"></script>
-  <script type="text/javascript" src="/content/js/slides.js"></script>
-
-  <link href="/content/css/bootstrap.min.css" rel="stylesheet" media="screen">
-  <link href="/content/css/bootstrap-responsive.css" rel="stylesheet">
-  <link rel="stylesheet" href="/content/css/global.css" type="text/css">
+  <script id="twitter-wjs" src="/js/widgets.js"></script>
+  <script type="text/javascript" src="/js/prototype.js"></script>
+  <script type="text/javascript" src="/js/effects.js"></script>
+  <script type="text/javascript" src="/js/search.js"></script>
+  <script type="text/javascript" src="/js/slides.js"></script>
+
+  <link href="/css/bootstrap.min.css" rel="stylesheet" media="screen">
+  <link href="/css/bootstrap-responsive.css" rel="stylesheet">
+  <link rel="stylesheet" href="/css/global.css" type="text/css">
 </head>
 
 <body id="home" data-twttr-rendered="true">
   <div id="wrap">
    <div id="header">
-    <div id="logo"><a href="/content/overview.html"></a></div>
+    <div id="logo"><a href="/overview.html"></a></div>
   <div id="search">
     <script type="text/javascript">
       function getBlank(input, stdValue) {
@@ -125,153 +125,153 @@
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-                  <li><a href="/content/general/professional-support.html">Professional Support</a>
-                  <li><a href="/content/general/mahout-wiki.html">Mahout Wiki</a>
+                  <li><a href="/general/downloads.html">Downloads</a>
+                  <li><a href="/general/who-we-are.html">Who we are</a>
+                  <li><a href="/general/mailing-lists,-irc-and-archives.html">Contact</a> 
+                  <li><a href="/general/books-tutorials-and-talks.html">Books, Tutorials, Talks</a></li>
+                  <li><a href="/general/powered-by-mahout.html">Powered By Mahout</a>
+                  <li><a href="/general/professional-support.html">Professional Support</a>
+                  <li><a href="/general/mahout-wiki.html">Mahout Wiki</a>
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-                  <li><a href="/content/general/glossary.html">Glossary</a></li>
+                  <li><a href="/general/mahout-benchmarks.html">Benchmarks</a>
+                  <li><a href="/general/reference-reading.html">Reference Reading</a>
+		  <li><a href="/general/faq.html">FAQ</a>
+                  <li><a href="/general/glossary.html">Glossary</a></li>
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+                  <li><a href="/developers/developer-resources.html">Developer resources</a></li>
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+                  <li><a href="/developers/how-to-contribute.html">How to contribute</a></li>
+                  <li><a href="/developers/how-to-become-a-committer.html">How to become a committer</a></li>
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+                  <li><a href="/developers/how-to-update-the-website.html">How to update the website</a></li>
+                  <li><a href="/developers/patch-check-list.html">Patch check list</a></li>
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-                  <li><a href="/content/users/basics/system-requirements.html">System requirements</a>
-                  <li><a href="/content/users/basics/mahoutintegration.html">Integration</a>
+                  <li><a href="/users/basics/algorithms.html">List of algorithms</a>
+                  <li><a href="/users/basics/quickstart.html">Quickstart</a>
+                  <li><a href="/users/basics/system-requirements.html">System requirements</a>
+                  <li><a href="/users/basics/mahoutintegration.html">Integration</a>
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-                  <li><a href="/content/users/basics/matrix-and-vector-needs.html">Matrix/Vector needs</a>
+                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
+                  <li><a href="/users/basics/collections.html">Mahout collections</a>
+                  <li><a href="/users/basics/matrix-and-vector-needs.html">Matrix/Vector needs</a>
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-                  <li><a href="/content/users/basics/creating-vectors.html">General vector creation</a>
-                  <li><a href="/content/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li><a href="/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html">TF-IDF</a>
+                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
+                  <li><a href="/users/basics/tf-idf---term-frequency-inverse-document-frequency.html">TF-IDF</a>
                   <li class="divider"></li>
                   <li class="nav-header">Other</li>
-                  <li><a href="/content/users/basics/collocations.html">Co-Locations</a>
-                  <li><a href="/content/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/content/users/basics/gaussian-discriminative-analysis.html">Gaussian discriminative analysis</a>
-                  <li><a href="/content/users/basics/independent-component-analysis.html">Independent component analysis</a>
-                  <li><a href="/content/users/basics/mahout.ga.tutorial.html">GA tutorial</a>
-                  <li><a href="/content/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/content/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li><a href="/users/basics/collocations.html">Co-Locations</a>
+                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
+                  <li><a href="/users/basics/gaussian-discriminative-analysis.html">Gaussian discriminative analysis</a>
+                  <li><a href="/users/basics/independent-component-analysis.html">Independent component analysis</a>
+                  <li><a href="/users/basics/mahout.ga.tutorial.html">GA tutorial</a>
+                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
+                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
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-                <li><a href="/content/users/classification/classifyingyourdata.html">Classifying data</a></li>
-                <li><a href="/content/users/classification/naivebayes.html">Design naive bayes</a></li>
-                <li><a href="/content/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
-                <li><a href="/content/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/content/users/classification/bayesian.html">Bayes design doc</a></li>
-                <li><a href="/content/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
-                <li><a href="/content/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
-                <li><a href="/content/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
-                <li><a href="/content/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/content/users/classification/class-discovery.html">Class discovery</a></li>
-              <li><a href="/content/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+                <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
+                <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+                <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
+                <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
+                <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
+                <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+              <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Open designs</li>
-                <li><a href="/content/users/classification/locally-weighted-linear-regression.html">Design locally weighted regression</a></li>
-                <li><a href="/content/users/classification/neural-network.html">Design neural networks</a></li>
-                <li><a href="/content/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/content/users/classification/restricted-boltzmann-machines.html">Design restricted boltzmann machines</a></li>
-                <li><a href="/content/users/classification/support-vector-machines.html">Design SVM</a></li>
+                <li><a href="/users/classification/locally-weighted-linear-regression.html">Design locally weighted regression</a></li>
+                <li><a href="/users/classification/neural-network.html">Design neural networks</a></li>
+                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/restricted-boltzmann-machines.html">Design restricted boltzmann machines</a></li>
+                <li><a href="/users/classification/support-vector-machines.html">Design SVM</a></li>
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                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
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-                <li><a href="/content/users/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/content/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+                <li><a href="/users/clustering/clusteringyourdata.html">Overview</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/content/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/content/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/content/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/content/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-                <li><a href="/content/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/content/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
-                <li><a href="/content/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/content/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/content/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/content/users/clustering/lda-commandline.html">Commandline LDA</a></li>
-                <li><a href="/content/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/content/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
+                <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
+                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
+		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
+                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
+                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Examples</li>
-                <li><a href="/content/users/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/content/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/content/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/content/users/clustering/viewing-results.html">Viewing results, part b</a></li>
-                <li><a href="/content/users/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
+                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Other designs</li>
-                <li><a href="/content/users/clustering/expectation-maximization.html">Design EM</a></li>
-                <li><a href="/content/users/clustering/hierarchical-clustering.html">Design hierarchical</a></li>
-                <li><a href="/content/users/clustering/llr---log-likelihood-ratio.html">Design LLR</a></li>
-                <li><a href="/content/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/expectation-maximization.html">Design EM</a></li>
+                <li><a href="/users/clustering/hierarchical-clustering.html">Design hierarchical</a></li>
+                <li><a href="/users/clustering/llr---log-likelihood-ratio.html">Design LLR</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
                 </ul></li>
                 <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
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-                <li><a href="/content/users/recommender/recommender-documentation.html">General</a></li>
-                <li><a href="/content/users/recommender/recommendationexamples.html">Example</a></li>
-                <li><a href="/content/users/recommender/tastecommandline.html">Taste Commandline</a></li>
-                <li><a href="/content/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                <li><a href="/content/users/recommender/itembased-collaborative-filtering.html">Item based collaborative filtering</a></li>
-                <li><a href="/content/users/recommender/pearsoncorrelation.html">Pearson Correlation</a></li>
+                <li><a href="/users/recommender/recommender-documentation.html">General</a></li>
+                <li><a href="/users/recommender/recommendationexamples.html">Example</a></li>
+                <li><a href="/users/recommender/tastecommandline.html">Taste Commandline</a></li>
+                <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                <li><a href="/users/recommender/itembased-collaborative-filtering.html">Item based collaborative filtering</a></li>
+                <li><a href="/users/recommender/pearsoncorrelation.html">Pearson Correlation</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Recommenders on EMR</li>
-                <li><a href="/content/users/emr/mahout-on-amazon-ec2.html">Mahout on EC2</a></li>
-                <li><a href="/content/users/emr/mahout-on-elastic-mapreduce.html">Mahout on EMR</a></li>
-                <li><a href="/content/users/emr/use-an-existing-hadoop-ami.html">Mahout on existing Hadoop AMI</a></li>
+                <li><a href="/users/emr/mahout-on-amazon-ec2.html">Mahout on EC2</a></li>
+                <li><a href="/users/emr/mahout-on-elastic-mapreduce.html">Mahout on EMR</a></li>
+                <li><a href="/users/emr/use-an-existing-hadoop-ami.html">Mahout on existing Hadoop AMI</a></li>
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-                <li><a href="/content/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/content/users/stuff/mr---map-reduce.html">Map Reduce</a></li>
-		<li><a href="/content/users/stuff/parallel-frequent-pattern-mining.html">Frequent pattern mining</a></li>
-	        <li><a href="/content/users/stuff/partial-implementation.html">Partial Impl</a></li>
-	        <li><a href="/content/users/stuff/perceptron-and-winnow.html">Perceptron/Winnow</a></li>
-	        <li><a href="/content/users/stuff/testing.html">Testing</a></li>
-	        <li><a href="/content/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-	        <li><a href="/content/users/stuff/using-mahout-with-python-via-jpype.html">Mahout from Jython</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/stuff/mr---map-reduce.html">Map Reduce</a></li>
+		<li><a href="/users/stuff/parallel-frequent-pattern-mining.html">Frequent pattern mining</a></li>
+	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+	        <li><a href="/users/stuff/perceptron-and-winnow.html">Perceptron/Winnow</a></li>
+	        <li><a href="/users/stuff/testing.html">Testing</a></li>
+	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
+	        <li><a href="/users/stuff/using-mahout-with-python-via-jpype.html">Mahout from Jython</a></li>
                 </ul></li>
            </ul>
           </div><!--/.nav-collapse -->
@@ -290,7 +290,7 @@
           classification, collaborative filtering and frequent pattern mining
         </div>
         <div class="mantle">
-          <img alt="Apache Mahout" src="/content/images/mantle-mahout.png">
+          <img alt="Apache Mahout" src="/images/mantle-mahout.png">
         </div>
       </div>
       <div id="slide2" style="display: none;">
@@ -303,7 +303,7 @@
           top of Apache Hadoop using the map/reduce paradigm
         </div>
         <div class="mantle">
-          <img alt="Hadoop" src="/content/images/mantle-hadoop.png">
+          <img alt="Hadoop" src="/images/mantle-hadoop.png">
         </div>
       </div>
       <div id="slide3" style="">
@@ -315,7 +315,7 @@
           the project itself but also on potential use cases
         </div>
         <div class="mantle">
-          <img alt="Apache Mahout community" src="/content/images/mantle-community.png">
+          <img alt="Apache Mahout community" src="/images/mantle-community.png">
         </div>
       </div>
       <div id="slide4" style="opacity: 0.5; display: none;">
@@ -326,7 +326,7 @@
           Apache Mahout is distributed under a commercially friendly Apache Software license
         </div>
         <div class="mantle">
-          <img alt="Apache Software Foundation" src="/content/images/mantle-asf.png">
+          <img alt="Apache Software Foundation" src="/images/mantle-asf.png">
         </div>
       </div>
     </div>
@@ -349,7 +349,7 @@
  <div id="sidebar">
   <div class="downloadNow">
     <a href="http://cwiki.apache.org/confluence/display/MAHOUT/Downloads">
-      <img alt="Download Apache Mahout" src="/content/images/download.png"></a>
+      <img alt="Download Apache Mahout" src="/images/download.png"></a>
   </div>
   <div id="sidebar-wrap">
     <ul class="sidemenu">
@@ -578,8 +578,8 @@ K-Means does a fair job handling this da
     </div>
   </footer>
   
-  <script src="/content/js/jquery-1.9.1.min.js"></script>
-  <script src="/content/js/bootstrap.min.js"></script>
+  <script src="/js/jquery-1.9.1.min.js"></script>
+  <script src="/js/bootstrap.min.js"></script>
   <script>
     (function() {
       var cx = '012254517474945470291:vhsfv7eokdc';

Modified: websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html Mon Nov 11 07:46:02 2013
@@ -36,21 +36,21 @@
         natural language processing,
         supervised, text mining, time series data, unsupervised, web data mining">
   <link rel="shortcut icon" type="image/x-icon" href="http://mahout.apache.org/images/favicon.ico">
-  <script id="twitter-wjs" src="/content/js/widgets.js"></script>
-  <script type="text/javascript" src="/content/js/prototype.js"></script>
-  <script type="text/javascript" src="/content/js/effects.js"></script>
-  <script type="text/javascript" src="/content/js/search.js"></script>
-  <script type="text/javascript" src="/content/js/slides.js"></script>
-
-  <link href="/content/css/bootstrap.min.css" rel="stylesheet" media="screen">
-  <link href="/content/css/bootstrap-responsive.css" rel="stylesheet">
-  <link rel="stylesheet" href="/content/css/global.css" type="text/css">
+  <script id="twitter-wjs" src="/js/widgets.js"></script>
+  <script type="text/javascript" src="/js/prototype.js"></script>
+  <script type="text/javascript" src="/js/effects.js"></script>
+  <script type="text/javascript" src="/js/search.js"></script>
+  <script type="text/javascript" src="/js/slides.js"></script>
+
+  <link href="/css/bootstrap.min.css" rel="stylesheet" media="screen">
+  <link href="/css/bootstrap-responsive.css" rel="stylesheet">
+  <link rel="stylesheet" href="/css/global.css" type="text/css">
 </head>
 
 <body id="home" data-twttr-rendered="true">
   <div id="wrap">
    <div id="header">
-    <div id="logo"><a href="/content/overview.html"></a></div>
+    <div id="logo"><a href="/overview.html"></a></div>
   <div id="search">
     <script type="text/javascript">
       function getBlank(input, stdValue) {
@@ -125,153 +125,153 @@
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-                  <li><a href="/content/general/mahout-wiki.html">Mahout Wiki</a>
+                  <li><a href="/general/downloads.html">Downloads</a>
+                  <li><a href="/general/who-we-are.html">Who we are</a>
+                  <li><a href="/general/mailing-lists,-irc-and-archives.html">Contact</a> 
+                  <li><a href="/general/books-tutorials-and-talks.html">Books, Tutorials, Talks</a></li>
+                  <li><a href="/general/powered-by-mahout.html">Powered By Mahout</a>
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+                  <li><a href="/general/mahout-wiki.html">Mahout Wiki</a>
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-                  <li><a href="/content/general/glossary.html">Glossary</a></li>
+                  <li><a href="/general/mahout-benchmarks.html">Benchmarks</a>
+                  <li><a href="/general/reference-reading.html">Reference Reading</a>
+		  <li><a href="/general/faq.html">FAQ</a>
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+                  <li><a href="/general/privacy-policy.html">Privacy Policy</a>
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+                  <li><a href="/developers/developer-resources.html">Developer resources</a></li>
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+                  <li><a href="/developers/how-to-contribute.html">How to contribute</a></li>
+                  <li><a href="/developers/how-to-become-a-committer.html">How to become a committer</a></li>
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+                  <li><a href="/users/basics/algorithms.html">List of algorithms</a>
+                  <li><a href="/users/basics/quickstart.html">Quickstart</a>
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+                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
+                  <li><a href="/users/basics/collections.html">Mahout collections</a>
+                  <li><a href="/users/basics/matrix-and-vector-needs.html">Matrix/Vector needs</a>
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-                  <li><a href="/content/users/basics/creating-vectors.html">General vector creation</a>
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-                  <li><a href="/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html">TF-IDF</a>
+                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
+                  <li><a href="/users/basics/tf-idf---term-frequency-inverse-document-frequency.html">TF-IDF</a>
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                   <li class="nav-header">Other</li>
-                  <li><a href="/content/users/basics/collocations.html">Co-Locations</a>
-                  <li><a href="/content/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/content/users/basics/gaussian-discriminative-analysis.html">Gaussian discriminative analysis</a>
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-                  <li><a href="/content/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/content/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li><a href="/users/basics/collocations.html">Co-Locations</a>
+                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
+                  <li><a href="/users/basics/gaussian-discriminative-analysis.html">Gaussian discriminative analysis</a>
+                  <li><a href="/users/basics/independent-component-analysis.html">Independent component analysis</a>
+                  <li><a href="/users/basics/mahout.ga.tutorial.html">GA tutorial</a>
+                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
+                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
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-                <li><a href="/content/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
-                <li><a href="/content/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/content/users/classification/bayesian.html">Bayes design doc</a></li>
-                <li><a href="/content/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
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-                <li><a href="/content/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
-                <li><a href="/content/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/content/users/classification/class-discovery.html">Class discovery</a></li>
-              <li><a href="/content/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+                <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
+                <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+                <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
+                <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
+                <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
+                <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+              <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
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                 <li class="nav-header">Open designs</li>
-                <li><a href="/content/users/classification/locally-weighted-linear-regression.html">Design locally weighted regression</a></li>
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-                <li><a href="/content/users/classification/random-forests.html">Design random forests</a></li>
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-                <li><a href="/content/users/classification/support-vector-machines.html">Design SVM</a></li>
+                <li><a href="/users/classification/locally-weighted-linear-regression.html">Design locally weighted regression</a></li>
+                <li><a href="/users/classification/neural-network.html">Design neural networks</a></li>
+                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/restricted-boltzmann-machines.html">Design restricted boltzmann machines</a></li>
+                <li><a href="/users/classification/support-vector-machines.html">Design SVM</a></li>
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-                <li><a href="/content/users/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/content/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+                <li><a href="/users/clustering/clusteringyourdata.html">Overview</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
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                 <li class="nav-header">Algorithms</li>
-                <li><a href="/content/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
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-                <li><a href="/content/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
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-                <li><a href="/content/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
+                <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
+                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
+		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
+                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
+                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
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-                <li><a href="/content/users/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/content/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
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                 <li class="nav-header">Post processing</li>
-                <li><a href="/content/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/content/users/clustering/viewing-results.html">Viewing results, part b</a></li>
-                <li><a href="/content/users/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
+                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
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                 <li class="nav-header">Other designs</li>
-                <li><a href="/content/users/clustering/expectation-maximization.html">Design EM</a></li>
-                <li><a href="/content/users/clustering/hierarchical-clustering.html">Design hierarchical</a></li>
-                <li><a href="/content/users/clustering/llr---log-likelihood-ratio.html">Design LLR</a></li>
-                <li><a href="/content/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/expectation-maximization.html">Design EM</a></li>
+                <li><a href="/users/clustering/hierarchical-clustering.html">Design hierarchical</a></li>
+                <li><a href="/users/clustering/llr---log-likelihood-ratio.html">Design LLR</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
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+                <li><a href="/users/recommender/recommender-documentation.html">General</a></li>
+                <li><a href="/users/recommender/recommendationexamples.html">Example</a></li>
+                <li><a href="/users/recommender/tastecommandline.html">Taste Commandline</a></li>
+                <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                <li><a href="/users/recommender/itembased-collaborative-filtering.html">Item based collaborative filtering</a></li>
+                <li><a href="/users/recommender/pearsoncorrelation.html">Pearson Correlation</a></li>
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-                <li><a href="/content/users/emr/mahout-on-amazon-ec2.html">Mahout on EC2</a></li>
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-                <li><a href="/content/users/emr/use-an-existing-hadoop-ami.html">Mahout on existing Hadoop AMI</a></li>
+                <li><a href="/users/emr/mahout-on-amazon-ec2.html">Mahout on EC2</a></li>
+                <li><a href="/users/emr/mahout-on-elastic-mapreduce.html">Mahout on EMR</a></li>
+                <li><a href="/users/emr/use-an-existing-hadoop-ami.html">Mahout on existing Hadoop AMI</a></li>
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-		<li><a href="/content/users/stuff/parallel-frequent-pattern-mining.html">Frequent pattern mining</a></li>
-	        <li><a href="/content/users/stuff/partial-implementation.html">Partial Impl</a></li>
-	        <li><a href="/content/users/stuff/perceptron-and-winnow.html">Perceptron/Winnow</a></li>
-	        <li><a href="/content/users/stuff/testing.html">Testing</a></li>
-	        <li><a href="/content/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-	        <li><a href="/content/users/stuff/using-mahout-with-python-via-jpype.html">Mahout from Jython</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/stuff/mr---map-reduce.html">Map Reduce</a></li>
+		<li><a href="/users/stuff/parallel-frequent-pattern-mining.html">Frequent pattern mining</a></li>
+	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+	        <li><a href="/users/stuff/perceptron-and-winnow.html">Perceptron/Winnow</a></li>
+	        <li><a href="/users/stuff/testing.html">Testing</a></li>
+	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
+	        <li><a href="/users/stuff/using-mahout-with-python-via-jpype.html">Mahout from Jython</a></li>
                 </ul></li>
            </ul>
           </div><!--/.nav-collapse -->
@@ -290,7 +290,7 @@
           classification, collaborative filtering and frequent pattern mining
         </div>
         <div class="mantle">
-          <img alt="Apache Mahout" src="/content/images/mantle-mahout.png">
+          <img alt="Apache Mahout" src="/images/mantle-mahout.png">
         </div>
       </div>
       <div id="slide2" style="display: none;">
@@ -303,7 +303,7 @@
           top of Apache Hadoop using the map/reduce paradigm
         </div>
         <div class="mantle">
-          <img alt="Hadoop" src="/content/images/mantle-hadoop.png">
+          <img alt="Hadoop" src="/images/mantle-hadoop.png">
         </div>
       </div>
       <div id="slide3" style="">
@@ -315,7 +315,7 @@
           the project itself but also on potential use cases
         </div>
         <div class="mantle">
-          <img alt="Apache Mahout community" src="/content/images/mantle-community.png">
+          <img alt="Apache Mahout community" src="/images/mantle-community.png">
         </div>
       </div>
       <div id="slide4" style="opacity: 0.5; display: none;">
@@ -326,7 +326,7 @@
           Apache Mahout is distributed under a commercially friendly Apache Software license
         </div>
         <div class="mantle">
-          <img alt="Apache Software Foundation" src="/content/images/mantle-asf.png">
+          <img alt="Apache Software Foundation" src="/images/mantle-asf.png">
         </div>
       </div>
     </div>
@@ -349,7 +349,7 @@
  <div id="sidebar">
   <div class="downloadNow">
     <a href="http://cwiki.apache.org/confluence/display/MAHOUT/Downloads">
-      <img alt="Download Apache Mahout" src="/content/images/download.png"></a>
+      <img alt="Download Apache Mahout" src="/images/download.png"></a>
   </div>
   <div id="sidebar-wrap">
     <ul class="sidemenu">
@@ -492,8 +492,8 @@ place  </p>
     </div>
   </footer>
   
-  <script src="/content/js/jquery-1.9.1.min.js"></script>
-  <script src="/content/js/bootstrap.min.js"></script>
+  <script src="/js/jquery-1.9.1.min.js"></script>
+  <script src="/js/bootstrap.min.js"></script>
   <script>
     (function() {
       var cx = '012254517474945470291:vhsfv7eokdc';

Modified: websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html Mon Nov 11 07:46:02 2013
@@ -36,21 +36,21 @@
         natural language processing,
         supervised, text mining, time series data, unsupervised, web data mining">
   <link rel="shortcut icon" type="image/x-icon" href="http://mahout.apache.org/images/favicon.ico">
-  <script id="twitter-wjs" src="/content/js/widgets.js"></script>
-  <script type="text/javascript" src="/content/js/prototype.js"></script>
-  <script type="text/javascript" src="/content/js/effects.js"></script>
-  <script type="text/javascript" src="/content/js/search.js"></script>
-  <script type="text/javascript" src="/content/js/slides.js"></script>
-
-  <link href="/content/css/bootstrap.min.css" rel="stylesheet" media="screen">
-  <link href="/content/css/bootstrap-responsive.css" rel="stylesheet">
-  <link rel="stylesheet" href="/content/css/global.css" type="text/css">
+  <script id="twitter-wjs" src="/js/widgets.js"></script>
+  <script type="text/javascript" src="/js/prototype.js"></script>
+  <script type="text/javascript" src="/js/effects.js"></script>
+  <script type="text/javascript" src="/js/search.js"></script>
+  <script type="text/javascript" src="/js/slides.js"></script>
+
+  <link href="/css/bootstrap.min.css" rel="stylesheet" media="screen">
+  <link href="/css/bootstrap-responsive.css" rel="stylesheet">
+  <link rel="stylesheet" href="/css/global.css" type="text/css">
 </head>
 
 <body id="home" data-twttr-rendered="true">
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-    <div id="logo"><a href="/content/overview.html"></a></div>
+    <div id="logo"><a href="/overview.html"></a></div>
   <div id="search">
     <script type="text/javascript">
       function getBlank(input, stdValue) {
@@ -125,153 +125,153 @@
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-                  <li><a href="/content/general/professional-support.html">Professional Support</a>
-                  <li><a href="/content/general/mahout-wiki.html">Mahout Wiki</a>
+                  <li><a href="/general/downloads.html">Downloads</a>
+                  <li><a href="/general/who-we-are.html">Who we are</a>
+                  <li><a href="/general/mailing-lists,-irc-and-archives.html">Contact</a> 
+                  <li><a href="/general/books-tutorials-and-talks.html">Books, Tutorials, Talks</a></li>
+                  <li><a href="/general/powered-by-mahout.html">Powered By Mahout</a>
+                  <li><a href="/general/professional-support.html">Professional Support</a>
+                  <li><a href="/general/mahout-wiki.html">Mahout Wiki</a>
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-                  <li><a href="/content/general/mahout-benchmarks.html">Benchmarks</a>
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-		  <li><a href="/content/general/faq.html">FAQ</a>
-                  <li><a href="/content/general/glossary.html">Glossary</a></li>
+                  <li><a href="/general/mahout-benchmarks.html">Benchmarks</a>
+                  <li><a href="/general/reference-reading.html">Reference Reading</a>
+		  <li><a href="/general/faq.html">FAQ</a>
+                  <li><a href="/general/glossary.html">Glossary</a></li>
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-                  <li><a href="/content/general/privacy-policy.html">Privacy Policy</a>
+                  <li><a href="/general/privacy-policy.html">Privacy Policy</a>
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+                  <li><a href="/developers/developer-resources.html">Developer resources</a></li>
+                  <li><a href="/developers/version-control.html">Version control</a></li>
+                  <li><a href="/developers/buildingmahout.html">Build from source</a></li>
+                  <li><a href="/developers/issue-tracker.html">Issue tracker</a></li>
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+                  <li><a href="/developers/how-to-contribute.html">How to contribute</a></li>
+                  <li><a href="/developers/how-to-become-a-committer.html">How to become a committer</a></li>
+                  <li><a href="/developers/gsoc.html">GSoC</a></li>
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-                  <li><a href="/content/users/basics/mahoutintegration.html">Integration</a>
+                  <li><a href="/users/basics/algorithms.html">List of algorithms</a>
+                  <li><a href="/users/basics/quickstart.html">Quickstart</a>
+                  <li><a href="/users/basics/system-requirements.html">System requirements</a>
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-                  <li><a href="/content/users/basics/matrix-and-vector-needs.html">Matrix/Vector needs</a>
+                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
+                  <li><a href="/users/basics/collections.html">Mahout collections</a>
+                  <li><a href="/users/basics/matrix-and-vector-needs.html">Matrix/Vector needs</a>
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-                  <li><a href="/content/users/basics/creating-vectors.html">General vector creation</a>
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-                  <li><a href="/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html">TF-IDF</a>
+                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
+                  <li><a href="/users/basics/tf-idf---term-frequency-inverse-document-frequency.html">TF-IDF</a>
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                   <li class="nav-header">Other</li>
-                  <li><a href="/content/users/basics/collocations.html">Co-Locations</a>
-                  <li><a href="/content/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/content/users/basics/gaussian-discriminative-analysis.html">Gaussian discriminative analysis</a>
-                  <li><a href="/content/users/basics/independent-component-analysis.html">Independent component analysis</a>
-                  <li><a href="/content/users/basics/mahout.ga.tutorial.html">GA tutorial</a>
-                  <li><a href="/content/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/content/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li><a href="/users/basics/collocations.html">Co-Locations</a>
+                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
+                  <li><a href="/users/basics/gaussian-discriminative-analysis.html">Gaussian discriminative analysis</a>
+                  <li><a href="/users/basics/independent-component-analysis.html">Independent component analysis</a>
+                  <li><a href="/users/basics/mahout.ga.tutorial.html">GA tutorial</a>
+                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
+                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
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-                <li><a href="/content/users/classification/naivebayes.html">Design naive bayes</a></li>
-                <li><a href="/content/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
-                <li><a href="/content/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/content/users/classification/bayesian.html">Bayes design doc</a></li>
-                <li><a href="/content/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
-                <li><a href="/content/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
-                <li><a href="/content/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
-                <li><a href="/content/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/content/users/classification/class-discovery.html">Class discovery</a></li>
-              <li><a href="/content/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+                <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
+                <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+                <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
+                <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
+                <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
+                <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+              <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
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                 <li class="nav-header">Open designs</li>
-                <li><a href="/content/users/classification/locally-weighted-linear-regression.html">Design locally weighted regression</a></li>
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-                <li><a href="/content/users/classification/support-vector-machines.html">Design SVM</a></li>
+                <li><a href="/users/classification/locally-weighted-linear-regression.html">Design locally weighted regression</a></li>
+                <li><a href="/users/classification/neural-network.html">Design neural networks</a></li>
+                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/restricted-boltzmann-machines.html">Design restricted boltzmann machines</a></li>
+                <li><a href="/users/classification/support-vector-machines.html">Design SVM</a></li>
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-                <li><a href="/content/users/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/content/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+                <li><a href="/users/clustering/clusteringyourdata.html">Overview</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
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-                <li><a href="/content/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
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-                <li><a href="/content/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
+                <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
+                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
+		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
+                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
+                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
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                 <li class="nav-header">Examples</li>
-                <li><a href="/content/users/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/content/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
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                 <li class="nav-header">Post processing</li>
-                <li><a href="/content/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/content/users/clustering/viewing-results.html">Viewing results, part b</a></li>
-                <li><a href="/content/users/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
+                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
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                 <li class="nav-header">Other designs</li>
-                <li><a href="/content/users/clustering/expectation-maximization.html">Design EM</a></li>
-                <li><a href="/content/users/clustering/hierarchical-clustering.html">Design hierarchical</a></li>
-                <li><a href="/content/users/clustering/llr---log-likelihood-ratio.html">Design LLR</a></li>
-                <li><a href="/content/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/expectation-maximization.html">Design EM</a></li>
+                <li><a href="/users/clustering/hierarchical-clustering.html">Design hierarchical</a></li>
+                <li><a href="/users/clustering/llr---log-likelihood-ratio.html">Design LLR</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
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+                <li><a href="/users/recommender/recommender-documentation.html">General</a></li>
+                <li><a href="/users/recommender/recommendationexamples.html">Example</a></li>
+                <li><a href="/users/recommender/tastecommandline.html">Taste Commandline</a></li>
+                <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                <li><a href="/users/recommender/itembased-collaborative-filtering.html">Item based collaborative filtering</a></li>
+                <li><a href="/users/recommender/pearsoncorrelation.html">Pearson Correlation</a></li>
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-                <li><a href="/content/users/emr/mahout-on-amazon-ec2.html">Mahout on EC2</a></li>
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-                <li><a href="/content/users/emr/use-an-existing-hadoop-ami.html">Mahout on existing Hadoop AMI</a></li>
+                <li><a href="/users/emr/mahout-on-amazon-ec2.html">Mahout on EC2</a></li>
+                <li><a href="/users/emr/mahout-on-elastic-mapreduce.html">Mahout on EMR</a></li>
+                <li><a href="/users/emr/use-an-existing-hadoop-ami.html">Mahout on existing Hadoop AMI</a></li>
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-                <li><a href="/content/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/content/users/stuff/mr---map-reduce.html">Map Reduce</a></li>
-		<li><a href="/content/users/stuff/parallel-frequent-pattern-mining.html">Frequent pattern mining</a></li>
-	        <li><a href="/content/users/stuff/partial-implementation.html">Partial Impl</a></li>
-	        <li><a href="/content/users/stuff/perceptron-and-winnow.html">Perceptron/Winnow</a></li>
-	        <li><a href="/content/users/stuff/testing.html">Testing</a></li>
-	        <li><a href="/content/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-	        <li><a href="/content/users/stuff/using-mahout-with-python-via-jpype.html">Mahout from Jython</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/stuff/mr---map-reduce.html">Map Reduce</a></li>
+		<li><a href="/users/stuff/parallel-frequent-pattern-mining.html">Frequent pattern mining</a></li>
+	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+	        <li><a href="/users/stuff/perceptron-and-winnow.html">Perceptron/Winnow</a></li>
+	        <li><a href="/users/stuff/testing.html">Testing</a></li>
+	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
+	        <li><a href="/users/stuff/using-mahout-with-python-via-jpype.html">Mahout from Jython</a></li>
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@@ -290,7 +290,7 @@
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         <div class="mantle">
-          <img alt="Apache Mahout" src="/content/images/mantle-mahout.png">
+          <img alt="Apache Mahout" src="/images/mantle-mahout.png">
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@@ -303,7 +303,7 @@
           top of Apache Hadoop using the map/reduce paradigm
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         <div class="mantle">
-          <img alt="Hadoop" src="/content/images/mantle-hadoop.png">
+          <img alt="Hadoop" src="/images/mantle-hadoop.png">
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       <div id="slide3" style="">
@@ -315,7 +315,7 @@
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         <div class="mantle">
-          <img alt="Apache Mahout community" src="/content/images/mantle-community.png">
+          <img alt="Apache Mahout community" src="/images/mantle-community.png">
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       <div id="slide4" style="opacity: 0.5; display: none;">
@@ -326,7 +326,7 @@
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         <div class="mantle">
-          <img alt="Apache Software Foundation" src="/content/images/mantle-asf.png">
+          <img alt="Apache Software Foundation" src="/images/mantle-asf.png">
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@@ -349,7 +349,7 @@
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   <div class="downloadNow">
     <a href="http://cwiki.apache.org/confluence/display/MAHOUT/Downloads">
-      <img alt="Download Apache Mahout" src="/content/images/download.png"></a>
+      <img alt="Download Apache Mahout" src="/images/download.png"></a>
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@@ -519,8 +519,8 @@ post-processing step.</p>
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