Data Quality White Papers

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Jun 20, 2013

IT Management > Systems Operations > Data Management >
Data Quality
ALSO CALLED: Data Quality Control, Information Quality, Data Quality Assurance, Data Content Quality DEFINITION: Data quality is the reliability and effectiveness of data, particularly in a data warehouse. Data quality assurance (DQA) is the process of verifying the reliability and effectiveness of data. Maintaining data quality requires going through the data periodically and scrubbing it. Typically this involves updating it, standardizing it, and de-duplicating records to create a single view of the data, … Definition continues below.
Data Quality White Papers (View All Report Types)
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Unlocking Business Value with Data Governance, Data Architecture, and Metadata Management: Enabling Data Reuse Across the Enterprise sponsored by SAP America, Inc. WHITE PAPER: Effective data governance can ensure the value of consolidated data sets, eliminating risk to your key business applications. In this informative resource, uncover the root causes of data centralization failure and learn best practices to help avoid these situations, reduce risk, and ensure trust in your business-critical data. Posted: 19 Jun 2013 \| Published: 31 Dec 2012 TOPICS: Data Analytics \| Data Collection \| Data Governance \| Data Integration \| Data Management \| Data Modeling \| Data Quality \| Metadata

Turning information and data quality into sustainable business value sponsored by SAP America, Inc. WHITE PAPER: This in-depth resource provides a comprehensive guide to turning your data from a "hygiene factor" into a true competitive advantage. Read on for best practices, tools, and methods to establish successful corporate-wide data quality management, Posted: 19 Jun 2013 \| Published: 19 Jun 2013 TOPICS: Business Intelligence \| Business Process Management \| Data Analytics \| Data Governance \| Data Integration \| Data Management \| Data Quality \| Databases \| SAP (Product)

HP Information Optimization Transformation Experience Workshop sponsored by Hewlett-Packard Company WHITE PAPER: Many organizations struggle with core business intelligence competencies such as data quality, data integration, and accessibility.This resource introduces a way to transform your information management and analytics strategy - the HP Information Optimization Transformation Experience Workshop. Read to discover how this one-day event can help you! Posted: 11 Jun 2013 \| Published: 30 Nov 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Governance \| Data Integration \| Data Management \| Data Mining \| Data Quality \| Information Management \| Social Computing

Deliver the Information Business Users Need sponsored by Hewlett-Packard Company WHITE PAPER: This resource explains how building an enterprise data warehouse (EDW) allows organizations to deliver data in a more efficient manner, and explores how a business intelligence competency center (BICC) can align the organization to analyze data more quickly. Posted: 11 Jun 2013 \| Published: 31 May 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Centers \| Data Governance \| Data Integration \| Data Management \| Data Mining \| Data Quality

Big Data Analytics sponsored by Kognitio WHITE PAPER: Big data analytics can help you understand the current state of your business, track customer behavior, and take advantage of new opportunities. This comprehensive TDWI best practices report gives you in-depth insights into all the important aspects of big data analytics, so that you have a solid foundation for implementing an analytics plan. Posted: 07 Jun 2013 \| Published: 31 Dec 2011 TOPICS: Business Intelligence \| Data Analytics \| Data Management \| Data Mining \| Data Quality

Big Data in the Insurance Industry sponsored by IBM WHITE PAPER: Insurers can take three steps to harness an explosion of big data for claims, customer retention and fraud detection. Posted: 04 Jun 2013 \| Published: 31 Mar 2012 TOPICS: Business Intelligence \| CRM \| CRM Analytics \| Customer Data Integration \| Customer Retention \| Data Analytics \| Data Governance \| Data Management \| Data Mining \| Data Quality \| Financial Management \| Insurance Industry \| Social Networking

World Quality Report 2012-13 sponsored by Hewlett-Packard Company WHITE PAPER: This resource delves deep into the findings of the 4th annual World Quality Report. Read now to learn more about the current state of application quality and testing practices across different industries and geographies, as well as the latest trends in application quality, methodologies, tools and processes. Posted: 21 May 2013 \| Published: 21 May 2013 TOPICS: Application Deployment \| Application Development \| Application Infrastructure \| Application Life-Cycle Management \| Application Performance Management \| Applications Management \| Data Quality

“A Buyers Guide for Strategic Analytics” - Five Critical Criteria for Analytics Success sponsored by Alteryx, Inc. WHITE PAPER: In order for your business to thrive, you need an analytics platform designed to handle today's fast-paced, complicated business environment of consumerization, cloud computing, and varied data sources with ease. This white paper explores five key criteria for selecting a modern analytics platform for your organization. Posted: 15 May 2013 \| Published: 31 Dec 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Management \| Data Mining \| Data Quality \| Structured Data \| Unstructured Data

The Human Side of Big Data and High Performance Analytics sponsored by SAS Institute Inc. WHITE PAPER: Increase in volume, velocity, and variety of data businesses has called for a change in new technologies and capabilities. In the wake of these changes, the role of the "data scientist" has taken the spotlight. Check out this white paper to learn about data scientists and how these professionals can help your big data analytics programs succeed. Posted: 08 May 2013 \| Published: 31 Aug 2012 TOPICS: Business Intelligence \| Content Management \| Data Analytics \| Data Collection \| Data Integration \| Data Management \| Data Mining \| Data Quality \| Web 2.0

3 Steps to Unlock Savings from Legacy Applications sponsored by Hewlett-Packard Company WHITE PAPER: Legacy applications damage business operations in a number of ways, from incurring maintenance fees to complicating processes to contaminating data quality. In this white paper, discover a blueprint for your enterprise to retire legacy applications without losing mission-critical data or functions. Posted: 03 May 2013 \| Published: 03 May 2013 TOPICS: Application Integration \| Application Life-Cycle Management \| Data Integration \| Data Quality \| Legacy Applications Software

New Opportunities for Business Intelligence: Eight Ways to Generate Revenue and Drive Growth Now sponsored by Information Builders WHITE PAPER: This white paper presents how to support new growth strategies and drive new revenue using eight important technologies. Our approach is practical, with success stories that demonstrate how trailblazers have already proven the value of these innovations. Posted: 02 May 2013 \| Published: 31 Dec 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Integration \| Data Management \| Data Mining \| Data Quality \| Master Data Management \| Predictive Analytics

New Opportunities for Business Intelligence: Five Ways to Enhance Governance and Compliance for Greater Control Now sponsored by Information Builders WHITE PAPER: This white paper describes five innovative technology-driven solutions that can help companies to overcome the challenges in implementing and enforcing formal GRC policies and procedures. Posted: 02 May 2013 \| Published: 31 Dec 2012 TOPICS: Business Intelligence \| Compliance (Finance) \| Data Analytics \| Data Governance \| Data Integration \| Data Mining \| Data Quality \| Risk Management

Building a Business Case for Data Governance: Ten Critical Steps sponsored by Information Builders WHITE PAPER: This resource counts down 10 key steps that will help you build the business case for data governance in your organization. Also inside, learn about tools and tactics that will ensure your data governance project is a success. Posted: 01 May 2013 \| Published: 31 Dec 2012 TOPICS: Business Performance Management \| Content Management \| Data Governance \| Data Management \| Data Modeling \| Data Quality \| Data Security \| Data Stewardship \| Information Governance \| Information Management

The Role of Data Integration and Quality Management in NIEM sponsored by Information Builders WHITE PAPER: Check out this paper today to investigate how the National Information Exchange Model (NIEM) has grown. Learn of the challenges it was designed to overcome and of the important role enterprise integration and data quality management technologies play in the execution of NIEM initiatives. Posted: 01 May 2013 \| Published: 01 May 2013 TOPICS: Data Integration \| Data Management \| Data Quality \| Government Agencies (U.S.) \| National Information Standards Organization

Developing an Information Strategy in the Financial Services Industry sponsored by Information Builders WHITE PAPER: In this resource, financial services organizations will learn how they can use five key actions to develop a successful information strategy in order to improve processes, boost productivity, enhance decision-making, and more. Posted: 01 May 2013 \| Published: 31 Dec 2012 TOPICS: Business Intelligence \| Business Management \| Business Performance Management \| Business Process Management \| Business Processes \| Data Analytics \| Data Governance \| Data Management \| Data Quality \| Financial Industry Organizations \| Financial Services Industry \| Information Governance \| Information Management \| Productivity

IBM Defensible Disposal Solutions sponsored by IBM WHITE PAPER: With so much data to keep track of, it is inevitable that organizations will end up storing unnecessary data. In this resource, discover a defensible data disposal system that helps CIOs position their organizations to automatically and continually dispose of information that has no legal, regulatory or business value. Posted: 25 Apr 2013 \| Published: 25 Apr 2013 TOPICS: Data Classification \| Data Deduplication \| Data Destruction \| Data Governance \| Data Management \| Data Quality \| Data Storage \| Enterprise Content Management \| Enterprise Information Management (EIM) \| Information Governance \| Information Management

Gain Insights Faster with Effective Data Visualization sponsored by SAS Institute Inc. WHITE PAPER: Traditional analytical architecture and infrastructure will no longer suffice when it comes to managing the high volume and variety of today's data environment. Download this white paper to learn how adopting visual analytics can help your organization gain BI insights faster, easier, and more effectively. Posted: 22 Apr 2013 \| Published: 31 Dec 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Collection \| Data Integration \| Data Management \| Data Mining \| Data Quality \| Data Visualization \| Data Visualization Software \| Unstructured Data

Turn your information into enterprise value: HP Autonomy's Policy-Based Information Governance Solution sponsored by Hewlett-Packard Company WHITE PAPER: Consult this white paper to learn more about how you can improve your approach to data management. It outlines how you can adapt your technologies to rise to the new era of information. By using information governance (IG) practices, you can unify people, processes and technology to achieve business goals and obligations. Posted: 22 Apr 2013 \| Published: 22 Apr 2013 TOPICS: Data Governance \| Data Quality \| Information Governance \| SharePoint

Data Virtualization — Strategic Implementation for Dynamic Linked Data Services sponsored by Denodo Technologies WHITE PAPER: Many companies approach data virtualization from a tactical standpoint, but if you harness the power of virtualization to create a strategic, enterprise-wide project, you may end up seeing higher return. Check out this white paper to learn how you can implement a strategic data virtualization project, and get tips for maximum efficiency and ROI. Posted: 18 Apr 2013 \| Published: 31 Dec 2012 TOPICS: Application Integration \| Data Governance \| Data Integration \| Data Management \| Data Quality \| Enterprise Services Architecture \| SOA \| Virtualization Security

Building a business case for better data management: Identifying the barriers to improved compliance, efficiency and savings sponsored by Talend WHITE PAPER: Managing data in a cost-effective, efficient, and compliant manner is a top concern for businesses today. Turn to this valuable resource for a survey that examines how organizations view their data, reveals the pain-points where poor quality data is damaging the business, and looks at how to build a business case for better data management. Posted: 17 Apr 2013 \| Published: 31 Dec 2012 TOPICS: Business Intelligence \| Data Center Management \| Data Classification \| Data Collection \| Data Deduplication \| Data Governance \| Data Integration \| Data Management \| Data Quality \| Data Security \| Data Storage

Mongo DB Operations Best Practices sponsored by 10gen WHITE PAPER: Access this informative white paper to learn the ins and outs of Mongo DB, an open-source document-based database, and discover best practices for setup, configuration, scaling, data backup, and more. Posted: 16 Apr 2013 \| Published: 28 Feb 2013 TOPICS: Content Management \| Data Governance \| Data Management \| Data Quality \| Database Administration \| Database Management \| Database Performance Management \| Databases

Innovating With Analytics sponsored by SAS Institute Inc. WHITE PAPER: Analytics can do more than help you gain actionable business insights - it can give your organization competitive advantage and increase innovation. Check out this eye-opening survey to learn how successful organizations are implementing an analytics program, and discover key findings about data access, competitive advantage, innovation, and more. Posted: 15 Apr 2013 \| Published: 30 Nov 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Collection \| Data Governance \| Data Integration \| Data Management \| Data Mining \| Data Quality

Denodo Platform 5.0 sponsored by Denodo Technologies WHITE PAPER: Today's information landscape includes a variety of data sources and unlike forms of data inundating your business every second. Turn to this resource to learn about how data virtualization can make disparate data sources appear as if they are in one place, so that you can easily access your information and make better, faster business decisions. Posted: 12 Apr 2013 \| Published: 31 Mar 2013 TOPICS: Business Intelligence \| Customer Data Integration \| Data Analytics \| Data Collection \| Data Integration \| Data Management \| Data Quality \| Data Security \| Database Management \| Databases

SASCOM 4Q 12: Reinvent your Analytics Team sponsored by SAS Institute Inc. WHITE PAPER: If used correctly, analytics could be one of your greatest advantages. However, without the right approach to analytics, your business could fall behind. View this white paper to find out how you can ensure that your business continues to move forward. Posted: 12 Apr 2013 \| Published: 12 Apr 2013 TOPICS: Analytic Applications Software \| Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Quality

Data Visualization - Making Big Data Approachable and Valuable sponsored by SAS Institute Inc. WHITE PAPER: Many businesses today are struggling with managing high volumes and variety of data, but the key to making this process easier may lie in data visualization. Access this resource for a primer on data visualization and learn about the various options for charting your data, and new techniques that can help you address specific big data challenges. Posted: 12 Apr 2013 \| Published: 12 Apr 2013 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Integration \| Data Management \| Data Mining \| Data Quality \| Data Visualization \| Data Visualization Software \| Structured Data \| Unstructured Data

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DATA QUALITY DEFINITION (continued): … even even if it is stored in multiple disparate systems. There are many vendor applications on the market to make this job easier. Because data quality is so important from a business perspective, many large companies employ a data steward to be in charge of data quality. In spite of this, Gartner Inc. forecasted that 25% of critical data within Fortune 1000 companies would continue to be inaccurate through 2007. A Gartner study says that poor quality customer data costs U.S. business an estimated $611 billion dollars a year in postage, printing, and staff overhead.Getting started with data quality …
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