Data Quality White Papers ( Data Quality Control, Information Quality, Data Quality Assurance, Data Content Quality ) Software Downloads, Definition and Webcasts

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May 18, 2013

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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 Reports
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Profitability modeling and optimization - Demo sponsored by IBM WEBCAST: This webcast details one such option that effectively joins financial, operational, strategic planning and business analytics into an enterprise-wide, holistic solution. Watch this now to learn about this option that can seamlessly move between your personal, workgroup and enterprise requirements to deliver quick and accurate insights. Posted: 09 Aug 2012 \| Premiered: Aug 9, 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Financial Applications Software \| Information Management \| Information Management Software

Planning, Analysis and Forecasting - Demo sponsored by IBM WEBCAST: This brief webcast details one analytics option that will seamlessly move between your personal, workgroup and enterprise requirements, helping you gain greater insights quicker and easier than ever before. Watch this now to learn real-life use cases for this innovative option. Posted: 09 Aug 2012 \| Premiered: Aug 9, 2012 TOPICS: Budgeting \| Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Forecasting, planning and budgeting software \| Information Management \| Information Management Software

Cognos: FPM: How KPIs can help motivate and reward the right behavior - Paper #1 – Introduction - White Paper sponsored by IBM WHITE PAPER: This paper outlines the value of key performance indicators (KPIs) and why it's integral you set annual targets for each of them and measure performance against them rather than develop strategy maps and generate strategic action plans that drive performance improvement. Posted: 08 Aug 2012 \| Published: 08 Aug 2012 TOPICS: Data Analytics \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Information Management

Close, Consolidate and Report For Dummies sponsored by IBM EBOOK: This e-book will help you understand why integrating and unifying your closing, consolidating and reporting (CCR) process is critical. Read this to learn about re-engineering your point solution approach to CCR by investing in integrated solutions, how to achieve automation and enhance your ability to manage controls, reduce risks and more. Posted: 07 Aug 2012 \| Published: 07 Aug 2012 TOPICS: Business Process Automation \| Business Process Automation Software \| Business Process Management \| Business Process Management Software \| Data Integration \| Data Management \| Data Quality \| Financial Applications Software \| Financial Reporting \| Financial reporting software \| Information Management \| Reporting Software

Forbes Insight Study: Business Leader Perspectives on Managing Enterprise Information sponsored by SAP America, Inc. WHITE PAPER: "Managing Information in the Enterprise: Perspectives for Business Leaders" is a Forbes Insight survey and report sponsored by SAP. Use this report to help customers build a business case for establishing an EIM strategy and information management initiatives like DI, DQ, and MDM. Posted: 07 Aug 2012 \| Published: 07 Aug 2012 TOPICS: Data Integration \| Data Management \| Data Quality \| Enterprise Information Management (EIM) \| Master Data Management \| SAP (Product)

Optimizing Data Quality in the Enterprise sponsored by Information Builders WHITE PAPER: It is estimated that 75% of large organisations currently face serious business challenges due to low quality data – and the consequences can be devastating. Access this paper to learn simple strategies that can substantially improve your company's data quality. Learn how to manage the lifecycle of quality data, and more. Posted: 03 Aug 2012 \| Published: 01 Aug 2012 TOPICS: Data Analytics \| Data Management \| Data Mining \| Data Quality \| Information Management

Data, Data Everywhere - A Special Report on Managing Information sponsored by SAP America, Inc. WHITE PAPER: Examine this white paper on how businesses are transforming themselves based on the abundance of data and benefits found in the various uses of information and the new methods of visualizing data. Posted: 02 Aug 2012 \| Published: 02 Aug 2012 TOPICS: Data Management \| Data Quality \| Data Storage \| Data Visualization \| Data Warehouses \| Database Management \| SAP (Product)

Implementing Real-Time Data Quality Management sponsored by Information Builders WHITE PAPER: Poor data quality can be harmful to your enterprise in more ways than one -- 53% of companies with poor data quality face serious problems when implementing new systems and applications and 29% experience income loss. Access this paper to discover how real-time data quality management can help mitigate these risks and give you peace of mind. Posted: 02 Aug 2012 \| Published: 01 Aug 2012 TOPICS: Data Management \| Data Mining \| Data Quality \| IT Best Practices

Data Quality Management: The Key to Successful Predictive Analytics sponsored by Information Builders WHITE PAPER: As more and more companies begin to leverage predictive analytics to improve their business intelligence strategies, it's becoming evident that effective predictive models begin with data quality management. Read on to learn more about the impact data quality has on predictive analytics and how to easily improve your data quality. Posted: 02 Aug 2012 \| Published: 01 Aug 2012 TOPICS: Business Intelligence \| Business Metrics \| Data Analytics \| Data Quality \| IT Management \| Predictive Analytics

Nine data prep lessons for advanced analytics sponsored by SAS Institute Inc. WHITE PAPER: Read this white paper to learn more about the data requirements for advanced analytics. Find out how advanced analytics differs from basic reporting and discover a checklist of nine preparatory data management actions that will help you get most out of advanced analytics. Posted: 27 Jul 2012 \| Published: 31 Dec 2010 TOPICS: Analytic Applications Software \| Data Analytics \| Data Integration \| Data Management \| Data Quality \| Data Warehouse Architectures \| ETL (Software) \| OLAP \| Predictive Analytics \| Query Tools

Integrated intelligence platform for government: Focus on the work, not the tools sponsored by IBM WHITE PAPER: This paper details an integrated intelligence platform for government organizations. Read on to learn how this option allows you to take advantage of a single, unified workspace and Web-based user interface, focus on the task rather than the tools, integrate intelligence data and apply analytics to gain actionable insights, and much more. Posted: 25 Jul 2012 \| Published: 18 May 2011 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Government Agencies (non-U.S.) \| Government Agencies (U.S.) \| Government Information Security \| Governments \| Information Management \| Information Management Software

Prosecutor General’s Office of the Russian Federation - Speeds delivery of justice with a business analytics solution sponsored by IBM CASE STUDY: Read this paper to learn how the the Prosecutor General's Office of the Russian Federation implemented a business analytics option to streamline processing and how it shifted to electronic inspection request forms. Discover how this option predicts future business development trends, replaces paper-based systems with automated processes and more. Posted: 24 Jul 2012 \| Published: 17 May 2011 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Government Agencies (non-U.S.) \| Governments \| Information Management \| Information Management Software \| Spreadsheets

Use high-performance analytics to unlock the power of big data sponsored by SAS Institute Inc. WHITE PAPER: Big data is huge right now. Analytics is bigger, though. This paper outlines the transformation over the years of people's perception of data and how analytics can now help you change your processes, businesses and entire approach to managing data. Read on to learn how certain industries are capitalizing on analytics and how you can do the same. Posted: 23 Jul 2012 \| Published: 23 Jul 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Governance \| Data Integration \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Information Management \| Information Management Software

How to Manage Your Data as a Strategic Information Asset sponsored by SAS Institute Inc. WHITE PAPER: This paper outlines the shift from tactical data management to strategic info management through the confluence of data, analytics and decision management strategies. Read this to discover 8 reasons why data management methods are being revamped, the foundation for data and analytics management, the business value of decision management and more. Posted: 23 Jul 2012 \| Published: 23 Jul 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Governance \| Data Integration \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Information Management \| Information Management Software

Big Data Analytics: Profiling the Use of Analytical Platforms in User Organizations sponsored by SAS Institute Inc. EBOOK: Analytical platforms are helping organizations keep pace with today's influx of info, and this e-book illustrates the different ways businesses are harnessing this data. Business intelligence (BI) expert Wayne Eckerson details the results of a survey conducted amongst 302 BI professionals on their use of analytical platforms in their organizations. Posted: 23 Jul 2012 \| Published: 23 Jul 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Data Warehouses \| Information Management \| Information Management Software

In-Memory Analysis: Delivering Insights at the Speed of Thought sponsored by SAS Institute Inc. EBOOK: Based on research gathered through a survey of 240 BI professionals, BI expert Wayne Eckerson presents his findings in this insightful e-book to let you know where the current market of BI technology stands. Read on to learn about different types of BI users and the capabilities they require, BI architectures and so much more. Posted: 23 Jul 2012 \| Published: 23 Jul 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Data Warehouses \| Database Architectures \| Database Management \| Information Management \| Information Management Software

Bringing the Power of SAS® to Hadoop sponsored by SAS Institute Inc. WHITE PAPER: Hadoop is a software framework for running apps on large clusters of commodity hardware, providing a distributed file system that can store data across hundreds or thousands of servers. Hadoop handles big data, fast. This paper outlines the business benefits of Hadoop and why it should become a part of your big data strategy today. Posted: 23 Jul 2012 \| Published: 23 Jul 2012 TOPICS: Application Server Hardware \| Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Data Warehouses \| Information Management \| Information Management Software

Big Data Meets Big Data Analytics sponsored by SAS Institute Inc. WHITE PAPER: The amount of info created and replicated in 2011 was set to surpass 1.8 zettabytes. This paper outlines strategies and methods for data management that enable you to gain the most value from your information. Read on to learn 3 technologies for extracting value from big data, an info management option featuring high performance analytics and more. Posted: 23 Jul 2012 \| Published: 23 Jul 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Information Management \| Information Management Software

Government analytics: Set goals, drive accountability and improve outcomes sponsored by IBM WHITE PAPER: Government agencies face more pressure than ever to find new ways of improving and reporting on their performance and outcomes. Analytics solutions can help, letting staff understand the results of spending, track progress against goals and share info with citizens. This paper outlines the many applications of analytics for public organizations. Posted: 20 Jul 2012 \| Published: 12 May 2010 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Government Agencies (U.S.) \| Governments \| Information Management \| Information Management Software \| Predictive Analytics \| Predictive Analytics Software

Federal GBS Cost Take Out Breakfast seminar and videos on Analytics Infographic with GovExec sponsored by IBM RESOURCE CENTER: Access this resource now to learn about one government agency that has trouble finding the right data, another that faces integration problems and one that has a tough time measuring results. Discover how the use of analytics can detect fraud, eliminate waste and drive efficiency in the public sector. Posted: 20 Jul 2012 \| Published: 20 Jul 2012 TOPICS: Data Analytics \| Data Governance \| Data Integration \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Data Storage \| Government Agencies (U.S.) \| Governments \| Information Management \| Information Management Software

Outperforming in a data-rich, hyper-connected world sponsored by IBM WHITE PAPER: This paper outlines the results of a survey conducted amongst more than 1,100 executives across nine industries in 64 countries on their ability to capture data, share insights and take actions based on what they learn. Read this now to discover how other companies are harnessing and handling their data and learn how you can follow a similar path. Posted: 09 Aug 2012 \| Published: 08 Aug 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Content Analytics \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Information Management \| Information Management Software

BI Trends and Strategies E-Zine Issue 8 sponsored by SearchBusinessAnalytics EGUIDE: Organizations are carving out small slices of their DWs and databases where scientists and analysts can manipulate and analyze data sets. The intent of the data sandbox is to separate experimentation from the production database environment. Read this edition of BI Trends and Strategies to learn about the many benefits of using data sandboxes. Posted: 03 Aug 2012 \| Published: 01 Aug 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Center Management \| Data Integration \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Data Visualization \| Data Visualization Software \| Data Warehouse Architectures \| Data Warehouse Software \| Data Warehouses \| Information Management \| Information Security

The Social Business: Advent of a new age sponsored by IBM WHITE PAPER: This paper outlines the why organizations need to become social businesses today. Read on to learn how your business can become social through crafting the right blueprint relying on networks, social and real-time collaboration, mobility and integration, how to deepen your customer relationships and the benefits associated with it, and much more. Posted: 30 Jul 2012 \| Published: 16 Feb 2011 TOPICS: Collaboration \| Collaborative Applications Software \| CRM \| CRM Best Practices \| Data Analytics \| Data Management \| Data Management Software \| Data Quality \| Data Security \| Information Management \| Information Management Software \| Social Computing \| Social Networking \| Web 2.0

Staples Case Study sponsored by IBM CASE STUDY: Staples set the bar for the office superstore when it first opened its doors in 1986. It now has the second-largest Internet retail revenue in the world with $10.2 billion in 2010 sales, 43% of the company's total revenue. This paper details how Staples delivered a much more personalized shopping experience to its online customers. Posted: 25 Jul 2012 \| Published: 21 Sep 2011 TOPICS: Business Intelligence \| Business Intelligence Software \| CRM \| CRM Best Practices \| CRM Software \| Customer Data Integration \| Customer Data Management \| Customer Loyalty \| Customer Retention \| Customer Satisfaction \| Customer Service \| Data Management \| Data Management Software \| Data Mining \| Data Quality \| eCommerce \| eCommerce Services \| eCommerce Software \| Information Management \| Information Management Software \| Web Content Management

ITG Executive Summary: Value Proposition for IBM PureFlex Systems sponsored by IBM WHITE PAPER: This paper outlines a system that includes industry-leading capabilities at the infrastructure management level. Read on to discover how this option offers the potential to transform the server, storage and network infrastructures that support SAP enterprise environments and allows organizations to extend common management services to non-SAP apps. Posted: 23 Jul 2012 \| Published: 18 Apr 2012 TOPICS: Cloud Computing \| Cloud Management \| Cloud Storage \| Data Analytics \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Information Management \| SAP (Product) \| Virtualization Security

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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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