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Meeting The Challenges Of Data Quality Management

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Meeting the Challenges of Data Quality Management

Meeting the Challenges of Data Quality Management Book
Author : Laura Sebastian-Coleman
Publisher : Academic Press
Release : 2022-02-15
ISBN : 9780128217375
Language : En, Es, Fr & De

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Book Description :

Meeting the Challenges of Data Quality Management outlines the foundational concepts of data quality management and its challenges. The book introduces new and experienced DQ practitioners with the understanding they need to communicate with stakeholders in a consistent manner. Sections cover practical techniques for getting value from activities such as data profiling, DQ monitoring and DQ reporting. The book extends these ideas to the management of data quality within "big data” environments. It will appeal to data quality and data management professionals, especially those involved with data governance, across a wide range of industries, and in academia and government organizations. Users will find this to be a key reference for graduate students in computer science programs which normally have a limited focus on the data itself and where data quality management is an often-overlooked aspect of data management courses. Outlines a set of challenges that are inherent in the process of managing the quality of data, including the rapid evolution of technology and the effort of organizations to take advantage of technological change Investigates approaches to meeting the challenges that get in the way of data quality management and enables professionals to build out the components that contribute to a successful data quality management program Combines a discussion of fundamentals with their practical application which should enable university students to see the direct connection between theory and practice Includes appendices that feature DQ maturity models as well as the Data Profiling Analysis Template (DATA PAT) for capturing results from executing data profiling

The Semantic Web Trends and Challenges

The Semantic Web  Trends and Challenges Book
Author : Valentina Presutti,Claudia d'Amato,Fabien Gandon,Mathieu d'Acquin,Steffen Staab,Anna Tordai
Publisher : Springer
Release : 2014-05-09
ISBN : 3319074431
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 11th Extended Semantic Web Conference, ESWC 2014, held in Anissaras, Crete, Greece France, in May 2014. The 50 revised full papers presented together with three invited talks were carefully reviewed and selected from 204 submissions. They are organized in topical sections on mobile, sensor and semantic streams; services, processes and cloud computing; social web and web science; data management; natural language processing; reasoning; machine learning, linked open data; cognition and semantic web; vocabularies, schemas, ontologies. The book also includes 11 papers presented at the PhD Symposium.

Challenges of Managing Information Quality in Service Organizations

Challenges of Managing Information Quality in Service Organizations Book
Author : Al-Hakim, Latif
Publisher : IGI Global
Release : 2006-09-30
ISBN : 1599044226
Language : En, Es, Fr & De

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Book Description :

"Incorrect and misleading information associated with an enterprise's production and service jeopardize both customer relationships and customer satisfaction, and ultimately have a negative effect on revenue. This book provides insight and support for academic professionals as well as for practitioners concerned with the management of information"--Provided by publisher.

NWQMC National Monitoring Conference 2000 April 25 27 2000 Austin Texas

NWQMC National Monitoring Conference 2000  April 25 27  2000  Austin  Texas Book
Author : Anonim
Publisher : Unknown
Release : 2000
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download NWQMC National Monitoring Conference 2000 April 25 27 2000 Austin Texas book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Practitioner s Guide to Data Quality Improvement

The Practitioner s Guide to Data Quality Improvement Book
Author : David Loshin
Publisher : Elsevier
Release : 2010-11-22
ISBN : 9780080920344
Language : En, Es, Fr & De

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Book Description :

The Practitioner's Guide to Data Quality Improvement offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. It shares the fundamentals for understanding the impacts of poor data quality, and guides practitioners and managers alike in socializing, gaining sponsorship for, planning, and establishing a data quality program. It demonstrates how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. It includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning. This book is recommended for data management practitioners, including database analysts, information analysts, data administrators, data architects, enterprise architects, data warehouse engineers, and systems analysts, and their managers. Offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. Shows how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. Includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning.

Navigating the Labyrinth

Navigating the Labyrinth Book
Author : Laura Sebastian-Coleman
Publisher : Technics Publications
Release : 2018-05-09
ISBN : 1634623770
Language : En, Es, Fr & De

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Book Description :

An Executive Guide to Data Management

Challenges and Opportunities for Knowledge Organization in the Digital Age

Challenges and Opportunities for Knowledge Organization in the Digital Age Book
Author : Fernanda Ribeiro,Maria Elisa Cerveira
Publisher : Ergon Verlag
Release : 2018-07-11
ISBN : 3956504216
Language : En, Es, Fr & De

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Book Description :

Thema der 15. Internationalen Konferenz der International Society for Knowledge Organization vom 9. bis 11. Juli 2018 in Porto ist "Challenges and Opportunities for Knowledge Organization in the Digital Age". Der Konferenzband fasst die Vorträge von Wissenschaftlern aus aller Welt zusammen.

Air Quality Management in the United States

Air Quality Management in the United States Book
Author : National Research Council,Division on Earth and Life Studies,Board on Atmospheric Sciences and Climate,Board on Environmental Studies and Toxicology,Committee on Air Quality Management in the United States
Publisher : National Academies Press
Release : 2004-09-30
ISBN : 0309089328
Language : En, Es, Fr & De

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Book Description :

Managing the nation’s air quality is a complex undertaking, involving tens of thousands of people in regulating thousands of pollution sources. The authors identify what has worked and what has not, and they offer wide-ranging recommendations for setting future priorities, making difficult choices, and increasing innovation. This new book explores how to better integrate scientific advances and new technologies into the air quality management system. The volume reviews the three-decade history of governmental efforts toward cleaner air, discussing how air quality standards are set and results measured, the design and implementation of control strategies, regulatory processes and procedures, special issues with mobile pollution sources, and more. The book looks at efforts to spur social and behavioral changes that affect air quality, the effectiveness of market-based instruments for air quality regulation, and many other aspects of the issue. Rich in technical detail, this book will be of interest to all those engaged in air quality management: scientists, engineers, industrial managers, law makers, regulators, health officials, clean-air advocates, and concerned citizens.

Big Data in the Arts and Humanities

Big Data in the Arts and Humanities Book
Author : Giovanni Schiuma,Daniela Carlucci
Publisher : CRC Press
Release : 2018-04-27
ISBN : 135117259X
Language : En, Es, Fr & De

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Book Description :

As digital technologies occupy a more central role in working and everyday human life, individual and social realities are increasingly constructed and communicated through digital objects, which are progressively replacing and representing physical objects. They are even shaping new forms of virtual reality. This growing digital transformation coupled with technological evolution and the development of computer computation is shaping a cyber society whose working mechanisms are grounded upon the production, deployment, and exploitation of big data. In the arts and humanities, however, the notion of big data is still in its embryonic stage, and only in the last few years, have arts and cultural organizations and institutions, artists, and humanists started to investigate, explore, and experiment with the deployment and exploitation of big data as well as understand the possible forms of collaborations based on it. Big Data in the Arts and Humanities: Theory and Practice explores the meaning, properties, and applications of big data. This book examines therelevance of big data to the arts and humanities, digital humanities, and management of big data with and for the arts and humanities. It explores the reasons and opportunities for the arts and humanities to embrace the big data revolution. The book also delineates managerial implications to successfully shape a mutually beneficial partnership between the arts and humanities and the big data- and computational digital-based sciences. Big data and arts and humanities can be likened to the rational and emotional aspects of the human mind. This book attempts to integrate these two aspects of human thought to advance decision-making and to enhance the expression of the best of human life.

Proceedings of the 10th International Conference on Intellectual Capital knowledge Management and Organisational Learning

Proceedings of the 10th International Conference on Intellectual Capital  knowledge Management and Organisational Learning Book
Author : Dr Annie Green
Publisher : Academic Conferences Limited
Release : 2013-01-09
ISBN : 1909507776
Language : En, Es, Fr & De

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Book Description :

Download Proceedings of the 10th International Conference on Intellectual Capital knowledge Management and Organisational Learning book written by Dr Annie Green, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Journey to Data Quality

Journey to Data Quality Book
Author : Yang W. Lee,Leo L. Pipino,James D. Funk,Richard Y. Wang
Publisher : Mit Press
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

All organizations today confront data quality problems, both systemic and structural. Neither ad hoc approaches nor fixes at the systems level—installing the latest software or developing an expensive data warehouse—solve the basic problem of bad data quality practices. Journey to Data Quality offers a roadmap that can be used by practitioners, executives, and students for planning and implementing a viable data and information quality management program. This practical guide, based on rigorous research and informed by real-world examples, describes the challenges of data management and provides the principles, strategies, tools, and techniques necessary to meet them. The authors, all leaders in the data quality field for many years, discuss how to make the economic case for data quality and the importance of getting an organization's leaders on board. They outline different approaches for assessing data, both subjectively (by users) and objectively (using sampling and other techniques). They describe real problems and solutions, including efforts to find the root causes of data quality problems at a healthcare organization and data quality initiatives taken by a large teaching hospital. They address setting company policy on data quality and, finally, they consider future challenges on the journey to data quality.

Introduction to Health Care Quality

Introduction to Health Care Quality Book
Author : Yosef D. Dlugacz
Publisher : John Wiley & Sons
Release : 2017-01-04
ISBN : 1118777913
Language : En, Es, Fr & De

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Book Description :

Introduction to Health Care Quality explores the issues of quality management in today's health care environment, and provides clear guidance on new and perennial challenges in the field. The idea of 'quality' is examined in the context of a variety of health care situations, with practical emphasis on assessment, monitoring, analysis, and improvement. Students will learn how to utilize statistical tools, patient data, and more to understand new models of reimbursement, including pay for performance and value-based purchasing. They will also learn how to learn how to incorporate technology into everyday practice. Each chapter centers on an essential concept, but builds upon previous chapters to reinforce the material and equip students with a deeper understanding of the modern health care industry. Real-world situations are highlighted to show the intersection of theory and application, while cutting-edge methodologies and models prepare students for today's data-driven health care environment. Health care quality is defined and assessed according to setting, with factors such as standards, laws, regulations, accreditation, and consumerism impacting measurement and analysis in tremendous ways. This book provides an overview of this complex field, with insightful discussion and expert practical guidance. Health care today is worlds away from any other point in history. As the field grows ever more complex, quality management becomes increasingly critical for ensuring optimal patient care. Introduction to Health Care Quality helps students and professionals make sense of the issues, and provide top-notch service in today's rapidly changing health care environment.

Monitoring Water in the 1990 s

Monitoring Water in the 1990 s Book
Author : Jack R. Hall
Publisher : ASTM International
Release : 1991
ISBN : 0803114079
Language : En, Es, Fr & De

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Book Description :

Papers of the Denver, Colo. meeting in June 1990 address topics apposite to industrial, governmental, and environmental scientists concerned with water quality. Includes chapters on radiochemical analysis, inorganic constituents of water, methods for organics detection, sediments, microbiology, oil.

Quality Management of Pavement Condition Data Collection

Quality Management of Pavement Condition Data Collection Book
Author : Gerardo W. Flintsch,Kevin K. McGhee
Publisher : Transportation Research Board
Release : 2009
ISBN : 0309142474
Language : En, Es, Fr & De

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Book Description :

Download Quality Management of Pavement Condition Data Collection book written by Gerardo W. Flintsch,Kevin K. McGhee, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Office of Environmental Management Technical Reports

The Office of Environmental Management Technical Reports Book
Author : Anonim
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The Office of Environmental Management Technical Reports book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Artificial Intelligence Paradigms for Smart Cyber Physical Systems

Artificial Intelligence Paradigms for Smart Cyber Physical Systems Book
Author : Ashish Kumar Luhach,Atilla Elçi
Publisher : IGI Global
Release : 2020-11-13
ISBN : 1799851028
Language : En, Es, Fr & De

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Book Description :

Cyber-physical systems (CPS) have emerged as a unifying name for systems where cyber parts (i.e., the computing and communication parts) and physical parts are tightly integrated, both in design and during operation. Such systems use computations and communication deeply embedded in and interacting with human physical processes as well as augmenting existing and adding new capabilities. As such, CPS is an integration of computation, networking, and physical processes. Embedded computers and networks monitor and control the physical processes, with feedback loops where physical processes affect computations and vice versa. The economic and societal potential of such systems is vastly greater than what has been realized, and major investments are being made worldwide to develop the technology.

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems focuses on the recent advances in Artificial intelligence-based approaches towards affecting secure cyber-physical systems. This book presents investigations on state-of-the-art research issues, applications, and achievements in the field of computational intelligence paradigms for CPS. Covering topics that include autonomous systems, access control, machine learning, and intrusion detection and prevention systems, this book is ideally designed for engineers, industry professionals, practitioners, scientists, managers, students, academicians, and researchers seeking current research on artificial intelligence and cyber-physical systems.

Information Quality

Information Quality Book
Author : Ron S. Kenett,Galit Shmueli
Publisher : John Wiley & Sons
Release : 2016-10-13
ISBN : 1118890655
Language : En, Es, Fr & De

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Book Description :

Provides an important framework for data analysts in assessing the quality of data and its potential to provide meaningful insights through analysis Analytics and statistical analysis have become pervasive topics, mainly due to the growing availability of data and analytic tools. Technology, however, fails to deliver insights with added value if the quality of the information it generates is not assured. Information Quality (InfoQ) is a tool developed by the authors to assess the potential of a dataset to achieve a goal of interest, using data analysis. Whether the information quality of a dataset is sufficient is of practical importance at many stages of the data analytics journey, from the pre-data collection stage to the post-data collection and post-analysis stages. It is also critical to various stakeholders: data collection agencies, analysts, data scientists, and management. This book: Explains how to integrate the notions of goal, data, analysis and utility that are the main building blocks of data analysis within any domain. Presents a framework for integrating domain knowledge with data analysis. Provides a combination of both methodological and practical aspects of data analysis. Discusses issues surrounding the implementation and integration of InfoQ in both academic programmes and business / industrial projects. Showcases numerous case studies in a variety of application areas such as education, healthcare, official statistics, risk management and marketing surveys. Presents a review of software tools from the InfoQ perspective along with example datasets on an accompanying website. This book will be beneficial for researchers in academia and in industry, analysts, consultants, and agencies that collect and analyse data as well as undergraduate and postgraduate courses involving data analysis.

Handbook of Data Quality

Handbook of Data Quality Book
Author : Shazia Sadiq
Publisher : Springer Science & Business Media
Release : 2013-08-13
ISBN : 3642362575
Language : En, Es, Fr & De

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Book Description :

The issue of data quality is as old as data itself. However, the proliferation of diverse, large-scale and often publically available data on the Web has increased the risk of poor data quality and misleading data interpretations. On the other hand, data is now exposed at a much more strategic level e.g. through business intelligence systems, increasing manifold the stakes involved for individuals, corporations as well as government agencies. There, the lack of knowledge about data accuracy, currency or completeness can have erroneous and even catastrophic results. With these changes, traditional approaches to data management in general, and data quality control specifically, are challenged. There is an evident need to incorporate data quality considerations into the whole data cycle, encompassing managerial/governance as well as technical aspects. Data quality experts from research and industry agree that a unified framework for data quality management should bring together organizational, architectural and computational approaches. Accordingly, Sadiq structured this handbook in four parts: Part I is on organizational solutions, i.e. the development of data quality objectives for the organization, and the development of strategies to establish roles, processes, policies, and standards required to manage and ensure data quality. Part II, on architectural solutions, covers the technology landscape required to deploy developed data quality management processes, standards and policies. Part III, on computational solutions, presents effective and efficient tools and techniques related to record linkage, lineage and provenance, data uncertainty, and advanced integrity constraints. Finally, Part IV is devoted to case studies of successful data quality initiatives that highlight the various aspects of data quality in action. The individual chapters present both an overview of the respective topic in terms of historical research and/or practice and state of the art, as well as specific techniques, methodologies and frameworks developed by the individual contributors. Researchers and students of computer science, information systems, or business management as well as data professionals and practitioners will benefit most from this handbook by not only focusing on the various sections relevant to their research area or particular practical work, but by also studying chapters that they may initially consider not to be directly relevant to them, as there they will learn about new perspectives and approaches.

Performance Management of Integrated Systems and its Applications in Software Engineering

Performance Management of Integrated Systems and its Applications in Software Engineering Book
Author : Millie Pant,Tarun K. Sharma,Sebastián Basterrech,Chitresh Banerjee
Publisher : Springer Nature
Release : 2019-09-10
ISBN : 9811382530
Language : En, Es, Fr & De

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Book Description :

This book presents a key solution for current and future technological issues, adopting an integrated system approach with a combination of software engineering applications. Focusing on how software dominates and influences the performance, reliability, maintainability and availability of complex integrated systems, it proposes a comprehensive method of improving the entire process. The book provides numerous qualitative and quantitative analyses and examples of varied systems to help readers understand and interpret the derived results and outcomes. In addition, it examines and reviews foundational work associated with decision and control systems for information systems, to inspire researchers and industry professionals to develop new and integrated foundations, theories, principles, and tools for information systems. It also offers guidance and suggests best practices for the research community and practitioners alike. The book’s twenty-two chapters examine and address current and future research topics in areas like vulnerability analysis, secured software requirements analysis, progressive models for planning and enhancing system efficiency, cloud computing, healthcare management, and integrating data-information-knowledge in decision-making. As such it enables organizations to adopt integrated approaches to system and software engineering, helping them implement technological advances and drive performance. This in turn provides actionable insights on each and every technical and managerial level so that timely action-based decisions can be taken to maintain a competitive edge. Featuring conceptual work and best practices in integrated systems and software engineering applications, this book is also a valuable resource for all researchers, graduate and undergraduate students, and management professionals with an interest in the fields of e-commerce, cloud computing, software engineering, software & system security and analysis, data-information-knowledge systems and integrated systems.

FEMA Flood Maps Some Standards and Processes in Place to Promote Map Accuracy and Outreach but Opportunities Exist to Address Implementation Challenges

FEMA Flood Maps  Some Standards and Processes in Place to Promote Map Accuracy and Outreach  but Opportunities Exist to Address Implementation Challenges Book
Author : Anonim
Publisher : DIANE Publishing
Release : 2021-12-03
ISBN : 1437943578
Language : En, Es, Fr & De

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Book Description :

Download FEMA Flood Maps Some Standards and Processes in Place to Promote Map Accuracy and Outreach but Opportunities Exist to Address Implementation Challenges book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.