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		<title>Similarity of texts: The Vector Space Model with Python</title>
		<link>http://allmybrain.com/2007/10/19/similarity-of-texts-the-vector-space-model-with-python/</link>
		<comments>http://allmybrain.com/2007/10/19/similarity-of-texts-the-vector-space-model-with-python/#comments</comments>
		<pubDate>Fri, 19 Oct 2007 16:51:19 +0000</pubDate>
		<dc:creator>Dennis</dc:creator>
				<category><![CDATA[Programming]]></category>
		<category><![CDATA[algorithms]]></category>
		<category><![CDATA[comparison]]></category>
		<category><![CDATA[cosine measure]]></category>
		<category><![CDATA[python]]></category>
		<category><![CDATA[similarity]]></category>
		<category><![CDATA[text compare]]></category>
		<category><![CDATA[vector space model]]></category>

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		<description><![CDATA[I'm working on a little task that compares the similarity of text documents. One of the most common methods of doing this is called the Vector Space Model. In short, you map words from the documents you want to compare onto a vector that is based on the words found in all documents. Then, you [...]]]></description>
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