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	<title>Knowledge Integrity, Inc. &#187; Business Intelligence Network</title>
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		<title>The Simplicity and Complexity of Person Name Standardization</title>
		<link>http://knowledge-integrity.com/wpblog/2008/05/01/the-simplicity-and-complexity-of-person-name-standardization-may-2008/</link>
		<comments>http://knowledge-integrity.com/wpblog/2008/05/01/the-simplicity-and-complexity-of-person-name-standardization-may-2008/#comments</comments>
		<pubDate>Thu, 01 May 2008 14:24:10 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>
		<category><![CDATA[Data Quality]]></category>
		<category><![CDATA[name stanardization]]></category>
		<category><![CDATA[parsing]]></category>
		<category><![CDATA[patterns]]></category>
		<category><![CDATA[standardization]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/the-simplicity-and-complexity-of-person-name-standardization-may-2008/</guid>
		<description><![CDATA[The process for consolidating name data requires identity resolution – the ability to assess the degree of similarity between two records and determine whether they meet or exceed the threshold for presumption of a match. Usually, prior to the identity resolution step, though, the data analyst can enhance the matching by standardizing the data values [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2008/05/01/the-simplicity-and-complexity-of-person-name-standardization-may-2008/feed/</wfw:commentRss>
		<slash:comments>1</slash:comments>
		</item>
		<item>
		<title>An Ounce of Prevention is Worth…</title>
		<link>http://knowledge-integrity.com/wpblog/2008/04/01/an-ounce-of-prevention-is-worth%e2%80%a6-april-2008/</link>
		<comments>http://knowledge-integrity.com/wpblog/2008/04/01/an-ounce-of-prevention-is-worth%e2%80%a6-april-2008/#comments</comments>
		<pubDate>Tue, 01 Apr 2008 14:23:17 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>
		<category><![CDATA[Data Quality]]></category>
		<category><![CDATA[decision]]></category>
		<category><![CDATA[master data management]]></category>
		<category><![CDATA[MDM]]></category>
		<category><![CDATA[prevention]]></category>
		<category><![CDATA[risk]]></category>
		<category><![CDATA[risk assessment]]></category>
		<category><![CDATA[risk tolerance]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/an-ounce-of-prevention-is-worth%e2%80%a6-april-2008/</guid>
		<description><![CDATA[Let’s consider one aspect of any decision-making process: the assessment of risk versus reward, and at what point we are willing to dispense with worrying about the risk in search of a greater reward. From another standpoint, we can ask that question in a slightly different way: to what extent should one “over-engineer” a process [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2008/04/01/an-ounce-of-prevention-is-worth%e2%80%a6-april-2008/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Services Metadata for Master Data Management</title>
		<link>http://knowledge-integrity.com/wpblog/2008/03/01/services-metadata-for-master-data-management-march-2008/</link>
		<comments>http://knowledge-integrity.com/wpblog/2008/03/01/services-metadata-for-master-data-management-march-2008/#comments</comments>
		<pubDate>Sat, 01 Mar 2008 14:22:18 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>
		<category><![CDATA[master data management]]></category>
		<category><![CDATA[MDM]]></category>
		<category><![CDATA[metadata]]></category>
		<category><![CDATA[services]]></category>
		<category><![CDATA[SOA]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/services-metadata-for-master-data-management-march-2008/</guid>
		<description><![CDATA[In February’s article, we started to look at a high level view of the use of metadata as a control mechanism for managing master data management (MDM), and suggested that there were seven levels associated with a metadata stack supporting the transition to a master data environment. This article focuses on one layer in this [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2008/03/01/services-metadata-for-master-data-management-march-2008/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Master Metadata Management</title>
		<link>http://knowledge-integrity.com/wpblog/2008/02/01/master-metadata-management-february-2008/</link>
		<comments>http://knowledge-integrity.com/wpblog/2008/02/01/master-metadata-management-february-2008/#comments</comments>
		<pubDate>Fri, 01 Feb 2008 14:21:07 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence Network]]></category>
		<category><![CDATA[master data management]]></category>
		<category><![CDATA[MDM]]></category>
		<category><![CDATA[metadata]]></category>
		<category><![CDATA[services]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/master-metadata-management-february-2008/</guid>
		<description><![CDATA[At a purely technical level, there is a significant need for coordination required for overseeing and guiding the information management aspects of an enterprise initiative such as master data management (MDM). The political and organizational aspects of this coordination are addressed as part of the governance program that must accompany an MDM program. However, all [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2008/02/01/master-metadata-management-february-2008/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Master Data Synchronization – Assessing Requirements</title>
		<link>http://knowledge-integrity.com/wpblog/2008/01/01/master-data-synchronization-%e2%80%93-assessing-requirements-january-2008/</link>
		<comments>http://knowledge-integrity.com/wpblog/2008/01/01/master-data-synchronization-%e2%80%93-assessing-requirements-january-2008/#comments</comments>
		<pubDate>Tue, 01 Jan 2008 14:20:19 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/master-data-synchronization-%e2%80%93-assessing-requirements-january-2008/</guid>
		<description><![CDATA[Assembling a master data management program, by necessity requires the consolidation of data into a data management framework that enables the consistent view of the uniquely identifiable objects used across the application architecture. However, as there are different approaches to managing the unique representation, we may find that there are characteristics associated with maintaining the [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2008/01/01/master-data-synchronization-%e2%80%93-assessing-requirements-january-2008/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Business Process and Business Application</title>
		<link>http://knowledge-integrity.com/wpblog/2007/12/01/business-process-and-business-application-december-2007/</link>
		<comments>http://knowledge-integrity.com/wpblog/2007/12/01/business-process-and-business-application-december-2007/#comments</comments>
		<pubDate>Sat, 01 Dec 2007 14:19:18 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/business-process-and-business-application-december-2007/</guid>
		<description><![CDATA[We have been advocating a particular approach to understanding the data requirements associated with application development that focuses on three concepts: 
Identifying the information needs for business information,
Locating and assessing the suitability of candidate source data sets to satisfy the business information needs, and
Qualifying selected data source candidates and developing a data integration strategy.
Each of [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2007/12/01/business-process-and-business-application-december-2007/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Geographic Enhancement: Location as Attribution</title>
		<link>http://knowledge-integrity.com/wpblog/2007/11/01/geographic-enhancement-location-as-attribution-november-2007/</link>
		<comments>http://knowledge-integrity.com/wpblog/2007/11/01/geographic-enhancement-location-as-attribution-november-2007/#comments</comments>
		<pubDate>Thu, 01 Nov 2007 14:18:24 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/geographic-enhancement-location-as-attribution-november-2007/</guid>
		<description><![CDATA[Because we are in a world in which a growing number of business (and other) transactions occur virtually through the World Wide Web, it is easy to forget that although the transactions are performed is the “ethersphere,” the parties involved in most transactions are still situated in some physical location, and the completion of the [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2007/11/01/geographic-enhancement-location-as-attribution-november-2007/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Data Warehouses and Scalability</title>
		<link>http://knowledge-integrity.com/wpblog/2007/10/01/data-warehouses-and-scalability-october-2007/</link>
		<comments>http://knowledge-integrity.com/wpblog/2007/10/01/data-warehouses-and-scalability-october-2007/#comments</comments>
		<pubDate>Mon, 01 Oct 2007 14:16:58 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/data-warehouses-and-scalability-october-2007/</guid>
		<description><![CDATA[The rapid entrance of a number of data warehouse appliance solutions over the past few years has raised some interest in the question of data warehouse performance and scalability. While it is valuable to explore the nature of the performance and scalability issues that drive this segment of the market, there is equal value in [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2007/10/01/data-warehouses-and-scalability-october-2007/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Requirements for Modeling Metrics</title>
		<link>http://knowledge-integrity.com/wpblog/2007/09/01/requirements-for-modeling-metrics-september-2007/</link>
		<comments>http://knowledge-integrity.com/wpblog/2007/09/01/requirements-for-modeling-metrics-september-2007/#comments</comments>
		<pubDate>Sat, 01 Sep 2007 14:16:06 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/requirements-for-modeling-metrics-september-2007/</guid>
		<description><![CDATA[Operations management and enterprise governance both rely on measuring and reporting the scores for metrics used to quantify performance of particular processes. While the use of (and reaction to) metrics scores differ based on the business processes being monitored, there are certain characteristics that are common to the concept of a metric. In turn, individual [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2007/09/01/requirements-for-modeling-metrics-september-2007/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Paths, Self-Learning, and Business Intelligence Lessons</title>
		<link>http://knowledge-integrity.com/wpblog/2007/08/01/paths-self-learning-and-business-intelligence-lessons-august-2007/</link>
		<comments>http://knowledge-integrity.com/wpblog/2007/08/01/paths-self-learning-and-business-intelligence-lessons-august-2007/#comments</comments>
		<pubDate>Wed, 01 Aug 2007 14:14:58 +0000</pubDate>
		<dc:creator>Administrator</dc:creator>
				<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Business Intelligence Network]]></category>

		<guid isPermaLink="false">http://knowledge-integrity.com/wpblog/2008/05/20/paths-self-learning-and-business-intelligence-lessons-august-2007/</guid>
		<description><![CDATA[One of our recent clients has particular protocols for the locations where contractors and consultants may park. This is essentially irrelevant to the actual engagement, although the fact that the contractor garage was physically separate from the client offices meant that to get from one’s car to the building, one had a five-to-seven minute walk [...]]]></description>
		<wfw:commentRss>http://knowledge-integrity.com/wpblog/2007/08/01/paths-self-learning-and-business-intelligence-lessons-august-2007/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
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