Entity Resolution and Information Quality

Written By John R. Talburt
Entity Resolution and Information Quality
  • Publsiher : Elsevier
  • Release : 14 January 2011
  • ISBN : 9780123819734
  • Pages : 256 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Entity Resolution and Information Quality written by John R. Talburt which was release on 14 January 2011, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Entity Resolution and Information Quality presents topics and definitions, and clarifies confusing terminologies regarding entity resolution and information quality. It takes a very wide view of IQ, including its six-domain framework and the skills formed by the International Association for Information and Data Quality {IAIDQ). The book includes chapters that cover the principles of entity resolution and the principles of Information Quality, in addition to their concepts and terminology. It also discusses the Fellegi-Sunter theory of record linkage, the Stanford Entity Resolution Framework, and the Algebraic Model for Entity Resolution, which are the major theoretical models that support Entity Resolution. In relation to this, the book briefly discusses entity-based data integration (EBDI) and its model, which serve as an extension of the Algebraic Model for Entity Resolution. There is also an explanation of how the three commercial ER systems operate and a description of the non-commercial open-source system known as OYSTER. The book concludes by discussing trends in entity resolution research and practice. Students taking IT courses and IT professionals will find this book invaluable. First authoritative reference explaining entity resolution and how to use it effectively Provides practical system design advice to help you get a competitive advantage Includes a companion site with synthetic customer data for applicatory exercises, and access to a Java-based Entity Resolution program.

Entity Resolution and Information Quality

Entity Resolution and Information Quality
  • Author : John R. Talburt
  • Publisher : Elsevier
  • Release Date : 2011-01-14
  • Total pages : 256
  • ISBN : 9780123819734
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Summary : Entity Resolution and Information Quality presents topics and definitions, and clarifies confusing terminologies regarding entity resolution and information quality. It takes a very wide view of IQ, including its six-domain framework and the skills formed by the International Association for Information and Data Quality {IAIDQ). The book includes chapters that ...

Information Quality and Governance for Business Intelligence

Information Quality and Governance for Business Intelligence
  • Author : Yeoh, William
  • Publisher : IGI Global
  • Release Date : 2013-12-31
  • Total pages : 478
  • ISBN : 9780123819734
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Summary : Business intelligence initiatives have been dominating the technology priority list of many organizations. However, the lack of effective information quality and governance strategies and policies has been meeting these initiatives with some challenges. Information Quality and Governance for Business Intelligence presents the latest exchange of academic research on all aspects ...

Information Quality in Information Fusion and Decision Making

Information Quality in Information Fusion and Decision Making
  • Author : Éloi Bossé,Galina L. Rogova
  • Publisher : Springer
  • Release Date : 2019-04-02
  • Total pages : 620
  • ISBN : 9780123819734
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Summary : This book presents a contemporary view of the role of information quality in information fusion and decision making, and provides a formal foundation and the implementation strategies required for dealing with insufficient information quality in building fusion systems for decision making. Information fusion is the process of gathering, processing, and ...

Entity Information Life Cycle for Big Data

Entity Information Life Cycle for Big Data
  • Author : John R. Talburt,Yinle Zhou
  • Publisher : Morgan Kaufmann
  • Release Date : 2015-04-20
  • Total pages : 254
  • ISBN : 9780123819734
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Summary : Entity Information Life Cycle for Big Data walks you through the ins and outs of managing entity information so you can successfully achieve master data management (MDM) in the era of big data. This book explains big data’s impact on MDM and the critical role of entity information management ...

Innovative Techniques and Applications of Entity Resolution

Innovative Techniques and Applications of Entity Resolution
  • Author : Wang, Hongzhi
  • Publisher : IGI Global
  • Release Date : 2014-02-28
  • Total pages : 398
  • ISBN : 9780123819734
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Summary : Entity resolution is an essential tool in processing and analyzing data in order to draw precise conclusions from the information being presented. Further research in entity resolution is necessary to help promote information quality and improved data reporting in multidisciplinary fields requiring accurate data representation. Innovative Techniques and Applications of ...

Information Quality Management

Information Quality Management
  • Author : Latif Al-Hakim
  • Publisher : IGI Global
  • Release Date : 2007-01-01
  • Total pages : 301
  • ISBN : 9780123819734
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Summary : Technologies such as the Internet and mobile commerce bring with them ubiquitous connectivity, real-time access, and overwhelming volumes of data and information. The growth of data warehouses and communication and information technologies has increased the need for high information quality management in organizations. Information Quality Management: Theory and Applications provides ...

Advances in Information and Communication

Advances in Information and Communication
  • Author : Kohei Arai
  • Publisher : Springer Nature
  • Release Date : 2021-04-15
  • Total pages : 1059
  • ISBN : 9780123819734
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Summary : This book aims to provide an international forum for scholarly researchers, practitioners and academic communities to explore the role of information and communication technologies and its applications in technical and scholarly development. The conference attracted a total of 464 submissions, of which 152 submissions (including 4 poster papers) have been selected after a ...

Information Quality

Information Quality
  • Author : Ron S. Kenett,Galit Shmueli
  • Publisher : John Wiley & Sons
  • Release Date : 2016-10-13
  • Total pages : 384
  • ISBN : 9780123819734
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Summary : 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 ...

Handbook of Data Quality

Handbook of Data Quality
  • Author : Shazia Sadiq
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-08-13
  • Total pages : 438
  • ISBN : 9780123819734
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Summary : 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 ...

Executing Data Quality Projects

Executing Data Quality Projects
  • Author : Danette McGilvray
  • Publisher : Academic Press
  • Release Date : 2021-05-27
  • Total pages : 376
  • ISBN : 9780123819734
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Summary : Executing Data Quality Projects, Second Edition presents a structured yet flexible approach for creating, improving, sustaining and managing the quality of data and information within any organization. Studies show that data quality problems are costing businesses billions of dollars each year, with poor data linked to waste and inefficiency, damaged ...

Information Technology New Generations

Information Technology  New Generations
  • Author : Shahram Latifi
  • Publisher : Springer
  • Release Date : 2016-03-28
  • Total pages : 1306
  • ISBN : 9780123819734
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Summary : This book collects articles presented at the 13th International Conference on Information Technology- New Generations, April, 2016, in Las Vegas, NV USA. It includes over 100 chapters on critical areas of IT including Web Technology, Communications, Security, and Data Mining....

ITNG 2022 19th International Conference on Information Technology New Generations

ITNG 2022 19th International Conference on Information Technology New Generations
  • Author : Shahram Latifi
  • Publisher : Springer Nature
  • Release Date : 2022-09-25
  • Total pages : 212
  • ISBN : 9780123819734
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Summary : Download or read online ITNG 2022 19th International Conference on Information Technology New Generations written by Shahram Latifi, published by Springer Nature which was released on . Get ITNG 2022 19th International Conference on Information Technology New Generations Books now! Available in PDF, ePub and Kindle....

Foundations of Information and Knowledge Systems

Foundations of Information and Knowledge Systems
  • Author : Thomas Lukasiewicz,Attila Sali
  • Publisher : Springer
  • Release Date : 2012-02-29
  • Total pages : 405
  • ISBN : 9780123819734
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Summary : This book constitutes the proceedings of the 7th International Symposium on Foundations of Information and Knowledge Systems, FoIKS 2012, held in Kiel, Germany, in March 2012. The 12 regular and 8 short papers, presented together with two invited talks in full paper-length, were carefully reviewed and selected from 53 submissions. The contributions cover foundational aspects ...

Handbook of Research on Big Data Storage and Visualization Techniques

Handbook of Research on Big Data Storage and Visualization Techniques
  • Author : Segall, Richard S.,Cook, Jeffrey S.
  • Publisher : IGI Global
  • Release Date : 2018-01-05
  • Total pages : 917
  • ISBN : 9780123819734
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Summary : The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and ...

Measuring Data Quality for Ongoing Improvement

Measuring Data Quality for Ongoing Improvement
  • Author : Laura Sebastian-Coleman
  • Publisher : Newnes
  • Release Date : 2012-12-31
  • Total pages : 376
  • ISBN : 9780123819734
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Summary : The Data Quality Assessment Framework shows you how to measure and monitor data quality, ensuring quality over time. You’ll start with general concepts of measurement and work your way through a detailed framework of more than three dozen measurement types related to five objective dimensions of quality: completeness, timeliness, ...