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 24, 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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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

Businesses are ready for a new approach to IT sponsored by IBM WHITE PAPER: Integrated systems are based on "patterns of expertise," which can dramatically improve the responsiveness of the business. This paper details two types of integrated systems - platform and infrastructure - the benefits of each, such as agility, efficiency, simplicity and control, and so much more. Posted: 19 Jul 2012 \| Published: 18 Apr 2012 TOPICS: Data Analytics \| Data Governance \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Data Warehouses \| Databases \| Infrastructure as a Service (IaaS) \| Infrastructure Management \| Infrastructure Services \| Networking \| Storage Architectures \| Storage Management \| Virtualization Security

Open for Outcomes: Leveraging Information for Prosperity sponsored by IBM WEBCAST: This on-demand webcast offers insight from innovative leaders sharing the steps they took to "open up" governments, the results they achieved, lessons they have learned and what they think needs to happen next. Posted: 19 Jul 2012 \| Premiered: Jul 19, 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Collaboration \| Collaborative Applications Software \| Data Analytics \| Data Governance \| Data Integration \| 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

Opening up government: How to unleash the power of information for new economic growth (Executive Report) sponsored by IBM WHITE PAPER: This paper details the need for governments to become more open and the benefits of doing so. Read on to gain insight into the role of public sector information in economic development, a world map of open government data initiatives, how governments are sharing their data with citizens, the challenges that lie ahead and so much more. Posted: 19 Jul 2012 \| Published: 19 Jul 2012 TOPICS: Collaboration \| Collaborative Applications Software \| 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.) \| Government Information Security \| Governments \| Information Management \| Information Management Software

BYOD and Beyond: How To Turn BYOD into Productivity sponsored by Aerohive Networks WHITE PAPER: This paper outlines the connectivity and productivity requirements you need to ensure your network is truly prepared to handle the onslaught of today's mobile devices. Read on to learn details on the necessary access, authentication and security options as well as the features required to ensure your network is ready to make every device compliant. Posted: 16 Jul 2012 \| Published: 16 Jul 2012 TOPICS: Data Management \| Data Quality \| Data Security \| Information Management \| Information Security \| Mobile Device Management \| Mobile Device Management Software \| Network Management \| Network Management Services \| Network Performance \| Network Security \| Networking \| Smart Appliances \| Smart Phones

Connecting the Dots with IBM Infosphere Portfolio for Intelligence, Law Enforcement, and Information Sharing: It’s Not Just The Thought That Counts sponsored by IBM WHITE PAPER: Ever since Umar Farouk Abdulmutallab's failed attempt to blow up a Detroit-bound Northwest Airlines plane on Christmas Day 2009, a greater emphasis has been placed on the sharing and validation of information used in security and crime investigations. This paper outlines one option that facilitates collaboration between jurisdictions. Posted: 16 Jul 2012 \| Published: 13 Jun 2012 TOPICS: Collaboration \| Collaborative Applications Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Government Agencies (U.S.) \| Government Information Security \| Governments \| Information Management \| Information Management Software \| Information Security

The power of cloud: Driving business model innovation (Full Report) sponsored by IBM WHITE PAPER: This paper offers a glimpse of how technology and social connectivity trends have created the perfect opportunity for you to embrace the power of the cloud to optimize, innovate and disrupt business models. Learn the results of a survey on how business and technology executives use the cloud today and how they plan to harness its power tomorrow. Posted: 13 Jul 2012 \| Published: 15 Feb 2012 TOPICS: Cloud Computing \| Cloud CRM \| Cloud Management \| Cloud Security \| Cloud Storage \| Data Management \| Data Quality \| Data Security \| Information Management \| Information Security \| Social Computing

Enabling the Analytic Organization sponsored by SAS Institute Inc. WHITE PAPER: SAS and IDG set out to discover how businesses should make the best use of their data and IT's role in this process by questioning IT management on their use of analytics and their involvement in it. This paper illustrates the major gap that exists between data-driven companies that embrace analytics and those that do not. Posted: 06 Jul 2012 \| Published: 06 Jul 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Management \| Data Mining \| Data Modeling \| Data Quality \| Data Security \| Information Management \| IT Asset Management \| IT Best Practices \| IT Managers

The Analytical Masses Building Self-Service Insight for Line-of-Business Decisions sponsored by SAS Institute Inc. ANALYST BRIEF: This research report from Aberdeen explores the connection between best-in-class companies and business intelligence (BI) and analytics, highlighting how some of the top-performing businesses are more likely to be analytically-inclined. Posted: 05 Jul 2012 \| Published: 13 Jul 2011 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

Agile BI Complementing Traditional BI to Address the Shrinking Decision-Window sponsored by SAS Institute Inc. ANALYST BRIEF: This report from Aberdeen compares the performance of organizations based on the type of business intelligence (BI) technologies and approaches they choose. Read on to learn about the three different BI user and how these tools, coupled with today's complex and changing environment, are forcing businesses to make decisions faster. Posted: 05 Jul 2012 \| Published: 23 Nov 2011 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

Drive Your Business With Predictive Analytics sponsored by SAS Institute Inc. WHITE PAPER: This paper outlines what predictive analytics is and how it can benefit your organization. Read this invaluable resource now to learn about predictive modeling techniques, predictive analytics applications in marketing, the effect it can have on customer relationship management (CRM), customer loyalty and retention, and so much more. Posted: 29 Jun 2012 \| Published: 29 Jun 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| CRM \| CRM Analytics \| Customer Data Management \| Customer Loyalty \| Customer Retention \| Customer Satisfaction \| Customer Service \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Information Management \| Information Management Software \| Predictive Analytics \| Predictive Analytics Software

The path to securing your mobile Enterprise sponsored by Juniper Networks, Inc. PRESENTATION TRANSCRIPT: This presentation transcript highlights the rise in mobile popularity, emerging security threats and how people are handling them. Discover more about IT architectures for mobile devices and how you can further develop a mobile workplace. Posted: 12 Jul 2012 \| Published: 12 Jul 2012 TOPICS: Data Management \| Data Quality \| Data Security \| Information Management \| Information Security \| Mobile Device Management \| Security \| Security Architectures \| Security Infrastructure \| Security Management \| Security Threats

Managing cloud deployments on IBM System z sponsored by IBM WHITE PAPER: This paper outlines the ideal platform for cloud computing, one that delivers 100% virtualization, shared storage, dynamic resource provisioning, the highest levels of security, multitier applications, high scalability, robust service management tools and constant availability. Posted: 06 Jul 2012 \| Published: 13 Jul 2011 TOPICS: Cloud Computing \| Cloud Management \| Cloud Storage \| Data Analytics \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Information Management \| Virtualization Security

Building Data Quality Efforts Into Everyday Processes sponsored by DataFlux Corporation EBOOK: Poor data quality at the most minor level can have major ramifications. Read this expert e-book and gain advice on how to make data quality a high priority in your day-to-day business operations. Discover tips on implementing internal data quality standards and training users on data quality best practices. Posted: 06 Jul 2012 \| Published: 06 Jul 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Governance \| Data Management \| Data Mining \| Data Quality \| Data Security \| Information Governance \| Information Management

Oracle Solaris and Oracle SPARC T4 Servers— Engineered Together for Enterprise Cloud Deployments sponsored by Oracle Corporation WHITE PAPER: Read this paper to learn how Oracle Solaris and the SPARC T4 processor can help you manage your costs for existing infrastructures or for new enterprise cloud infrastructure design. Discover how Solaris works cohesively with SPARC T4 systems and other Oracle software to enable a handful of cloud-ready solutions. Posted: 05 Jul 2012 \| Published: 25 Jun 2012 TOPICS: Cloud Computing \| Cloud Management \| Cloud Storage \| Data Analytics \| Data Center Management \| Data Centers \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Oracle (Product) \| Storage Virtualization \| Virtualization Security

Oracle’s Optimized Solution for CRM - A Business Case for Secured Siebel CRM on Oracle’s SPARC T-Series sponsored by Oracle Corporation WHITE PAPER: Data privacy and thefts, contractual terms and compliance requirements are issues that all need to be considered when installing a CRM system. This paper outlines how deploying Siebel CRM on Oracle's SPARC T-Series servers mitigates risk while helping maintain a low total cost of ownership by not requiring more equipment. Posted: 05 Jul 2012 \| Published: 16 Mar 2011 TOPICS: CRM \| CRM Software \| Data Analytics \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Oracle (Product) \| Risk Management \| Server Management

A smarter approach to CRM: An IBM perspective sponsored by IBM WHITE PAPER: With instant access to information, customers expect a purchase experience that matches the ease and speed of the information-gathering experience. Read this white paper, created in collaboration with Frost & Sullivan, to see how a customer relationship management (CRM) solution can help you respond on the customers' terms. Posted: 05 Jul 2012 \| Published: 15 Feb 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| CRM \| CRM Analytics \| CRM Software \| Customer Data Integration \| Customer Data Management \| Customer Loyalty \| Customer Retention \| Customer Satisfaction \| Customer Service \| Data Analytics \| Data Management \| Data Mining \| Data Quality \| Data Security \| Information Management

Geoffrey Moore on Application Transformation –Part 1 sponsored by Hewlett-Packard Company VIDEO: This video featuring the insight of Geoffrey Moore, renowned advisor and author, outlines how enterprises have exhausted their efforts retaining and refining their systems of record, while innovative systems of engagement, such as Facebook, Twitter, YouTube and other means of communication and collaboration, still have plenty of potential to offer. Posted: 03 Jul 2012 \| Premiered: 03 Jul 2012 TOPICS: Business Intelligence \| Cloud Computing \| Cloud CRM \| Cloud Management \| Data Analytics \| Data Management \| Data Mining \| Data Quality \| Information Management \| Mobile CRM \| Mobile Device Management \| SaaS business intelligence \| Software as a Service

THE PETABYTE CHALLENGE: 2011 IOUG DATABASE GROWTH SURVEY sponsored by Oracle Corporation WHITE PAPER: This paper details the results of a survey conducted by Unisphere Research among members of the Independent Oracle Users Group (IOUG) and reveals that nearly one out of 10 respondents cited that the total amount of online data they are managing tops a petabyte. Read on to discover data growth trends and patterns popping up in organizations today. Posted: 03 Jul 2012 \| Published: 24 Jun 2012 TOPICS: Data Analytics \| Data Management \| Data Mining \| Data Quality \| Data Security \| Data Storage \| Database Administration \| Database Management \| Database Managers \| Databases \| Information Management

Oracle Data Mining 11g Release 2 Competing on In-Database Analytics sponsored by Oracle Corporation WHITE PAPER: This paper offers an overview of Oracle Data Mining, detailing how you can build predictive models to better target customers, develop detailed customer profiles and detect and prevent fraud. Read on and learn how this data mining tool eliminates data extraction and movement, delivers the lowest TCO compared to traditional vendors and more. Posted: 03 Jul 2012 \| Published: 24 Jun 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Mining \| Data Mining Software \| Data Quality \| Data Security \| Database Management \| Database Security \| Databases \| Information Management \| Oracle (Product)

Oracle Data Mining 11g Release 2 Mining Star Schemas: A Telco Churn Case Study sponsored by Oracle Corporation WHITE PAPER: This paper, based on the CACS and intended for users of the Oracle Data Miner, highlights the telco churn case study using Oracle Data Miner and explains the case study workflow methodology. Read this now and learn about preparing a database scheme and importing a pre-made Oracle Data Miner workflow. Posted: 03 Jul 2012 \| Published: 24 Jun 2012 TOPICS: Business Intelligence \| Data Analytics \| Data Management \| Data Mining \| Data Mining Software \| Data Quality \| Information Management \| Oracle (Product)

Integrating Analytics into the Operational Fabric of Your Business sponsored by IBM WHITE PAPER: Read this paper by industry expert Dr. Barry Devlin and learn everything you need to know about operational analytics and how it can benefit your business. Discover its relationship to BI, how traditional data warehouse support it, its architectural advantages and so much more. Posted: 29 Jun 2012 \| Published: 18 Apr 2012 TOPICS: Analytic Applications Software \| Business Intelligence \| Data Analytics \| Data Management \| Data Mining \| Data Mining Software \| Data Quality \| Data Warehouse Architectures \| Data Warehouses \| Information Management

Boost Government Revenues Without a Tax Increase sponsored by SAP America, Inc. WHITE PAPER: SAP analytics solutions can help today's government agencies overcome the many challenges associated with tax discovery. Read on to learn how SAP's public sector software solutions can benefit government agencies by improving performance, reducing costs and streamlining service delivery. Posted: 29 Jun 2012 \| Published: 29 Jun 2012 TOPICS: Business Intelligence \| Business Intelligence Software \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Financial Applications Software \| Financial Industry Organizations \| Financial Management \| Financial Services \| Financial Services Industry \| Government Agencies (U.S.) \| Information Management \| Information Management Software \| Public Sector \| SAP (Product)

Cut Government Spending Intelligently sponsored by SAP America, Inc. WHITE PAPER: This paper outlines how public sector organizations can boost performance, reduce fraud and do more with less with the latest budget and cost analysis software. Read on to learn how leading government agencies are capitalizing on the latest SAP public sector solutions to streamline operations and improve accountability and transparency. Posted: 29 Jun 2012 \| Published: 29 Jun 2012 TOPICS: Budgeting \| Business Intelligence \| Business Intelligence Software \| Cloud Computing \| Data Analytics \| Data Management \| Data Management Software \| Data Mining \| Data Mining Software \| Data Quality \| Forecasting, planning and budgeting software \| Government Agencies (U.S.) \| SAP (Product)

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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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