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	<title> &#187; Translation</title>
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	<description>Business Intelligence Redefined</description>
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		<title>Data Quality Open Issues and Questions?</title>
		<link>http://www.dataforge.com/wpblog/index.php/jackie-roberts/data-quality-open-issues-and-questions/</link>
		<comments>http://www.dataforge.com/wpblog/index.php/jackie-roberts/data-quality-open-issues-and-questions/#comments</comments>
		<pubDate>Tue, 02 Mar 2010 16:45:59 +0000</pubDate>
		<dc:creator>Jackie Roberts</dc:creator>
				<category><![CDATA[Jackie Roberts]]></category>
		<category><![CDATA[automotive]]></category>
		<category><![CDATA[Data Cleansing]]></category>
		<category><![CDATA[data quality]]></category>
		<category><![CDATA[DATAForge]]></category>
		<category><![CDATA[dataquality]]></category>
		<category><![CDATA[ECCN]]></category>
		<category><![CDATA[eOTD]]></category>
		<category><![CDATA[linkedin]]></category>
		<category><![CDATA[manufacturing]]></category>
		<category><![CDATA[mdm]]></category>
		<category><![CDATA[MRO]]></category>
		<category><![CDATA[spare parts]]></category>
		<category><![CDATA[Translation]]></category>
		<category><![CDATA[UNSPSC]]></category>

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		<description><![CDATA[Now that we have determined that MDM, Data Governance, Data Cleansing and Data Quality are important as well as the new trend for blogging, tweeting and discussion in general, I ask the most important question . . . HOW?  When do we get to the discussions on the content? I am a very detail oriented [...]]]></description>
			<content:encoded><![CDATA[<p>Now that we have determined that MDM, Data Governance, Data Cleansing and Data Quality are important as well as the new trend for blogging, tweeting and discussion in general, I ask the most important question . . . HOW?  When do we get to the discussions on the content?</p>
<p>I am a very detail oriented person; I have to be as one of my largest accounts requires me to participate in the day to day deployment of global MDM processes for one the largest automotive manufacturers! I am very interested to learn how businesses in other industries manage their data. I would hope that sharing of information and best practices among industry partners will be a win-win situation. At a minimum the discussion will be refreshing; the sharing of innovative information the will spawn the creative improvement needed to create truly efficient knowledge driven business processes, data classifications, metadata and definitions and translation. . . is anyone interested in discussing the logistics of managing translation as part of Master Data Management?</p>
<p>Is anyone interested in discussing my struggles and sharing yours trying to find standard global translations for ISO UOM (Unit of Measures)?</p>
<p>Is anyone interested in discussing what fields should be included in a MDM Data Governance Program for MRO data; UNSPSC, warranty, term of warranty, lead time, estimated price, ECCN, etc.</p>
<p>What Schema or classification structures are you using for spare parts and maintenance items? What about a discussion on using a public vs. priority classification system?</p>
<p>What are some best practices for migrating, profiling, structuring, mismatching and re-verifying legacy system data?</p>
<p>We have a nifty data mismatch process for manufacturer contact information; will this be easily implemented for a CRM data project? What about patient contact information in the healthcare industry?</p>
<p>There are a few bloggers out there that continually add content to their writings but it is starting to appear to be a small group, anyone out there interested in achieving data quality want to discuss “real” life best practices, lesson learned or discuss HOW of MDM, data quality or data cleansing.</p>
<p><a href="https://twitter.com/jackiemroberts" target="_blank"><img src="http://www.twitterbuttons.org/images/twitter-4b.gif" border="0" alt="" width="190" height="65" /></a> <a href="http://www.linkedin.com/pub/jacqueline-roberts/13/49b/76b" target="_blank"><img src="http://www.linkedin.com/img/webpromo/btn_viewmy_160x33.gif" border="0" alt="View Jackie Roberts's profile on LinkedIn" width="160" height="33" /> </a></p>
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