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	<title>WebProNews &#187; Rakesh Agrawal</title>
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		<title>Microsoft Finds A Data Mining Gem</title>
		<link>http://www.webpronews.com/microsoft-finds-a-data-mining-gem-2006-05</link>
		<comments>http://www.webpronews.com/microsoft-finds-a-data-mining-gem-2006-05#comments</comments>
		<pubDate>Mon, 15 May 2006 20:35:27 +0000</pubDate>
		<dc:creator>WebProNews Staff</dc:creator>
				<category><![CDATA[Business]]></category>
		<category><![CDATA[Microsoft]]></category>
		<category><![CDATA[Rakesh Agrawal]]></category>

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		<description><![CDATA[IBM's Rakesh Agrawal has departed the Almaden Institute in favor of the cozy confines of the Microsoft Search Labs.
]]></description>
			<content:encoded><![CDATA[<p>IBM&#8217;s Rakesh Agrawal has departed the Almaden Institute in favor of the cozy confines of the Microsoft Search Labs.</p>
<p>Microsoft may not be <a href=http://www.webpronews.com/financial/news/wpn-64-20060515ShareholdersWantBiggerMicrosoftBuyback.html class=bluelink>everyone&#8217;s favorite company</a> today, but there is no lack of attraction for working with the Redmond technology giant. Not long after drawing Ask.com CEO <a href=http://www.webpronews.com/topnews/topnews/wpn-60-20060422AskcomCEOAnswersMicrosoftJobCall.html class=bluelink>Steve Berkowitz</a> to take over MSN, Microsoft has scored another recruiting win.</p>
<p>Agrawal&#8217;s departure for Microsoft, as <a href=http://news.com.com/Data-mining+pioneer+joins+Microsoft/2100-1022_3-6072321.html class=bluelink>noted</a> in CNet, took place earlier in 2006. He brings his new employer extensive experience in data mining, the technique for divining particular information out of large subsets of data.</p>
<p>At IBM, an info page on Agrawal described his leadership there of the Quest project at Almaden. From that project, IBM developed Intelligent Miner, a commercial data mining product. Agrawal has also earned 45 patents.</p>
<p>The article also described Agrawal&#8217;s current work with randomization, a technique for making personal data private, yet accessible for analysis by a business:</p>
<p><i>
<div style=margin-left:10px; margin-right:10px;>In this technique, data is scrambled before it gets entered into a database. Nonetheless, mathematicians, by applying probabilistic computing techniques to the scrambled data, can come up with patterns that are similar to what the actual data would have shown. </p>
<p>Thus, a corporation can get a handle on its 18- to 24-year-old buyers while privacy is ensured; the original data is never entered in the database.</p></div>
<p></i></p>
<p>&#8212;</p>
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<p>David Utter is a staff writer for WebProNews covering technology and business. </p>
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