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 : /5 from reviews
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Download or read book entitled Entity Resolution and Information Quality by author: John R. Talburt which was release on 14 January 2011 and published by Elsevier with total page 256 pages . This book available in PDF, EPUB and Kindle Format. 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 ...

Data Matching

Data Matching
  • Author : Peter Christen
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-07-04
  • Total pages : 272
  • ISBN : 9780123819734
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Summary : Data matching (also known as record or data linkage, entity resolution, object identification, or field matching) is the task of identifying, matching and merging records that correspond to the same entities from several databases or even within one database. Based on research in various domains including applied statistics, health informatics, ...

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 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 ...

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 ...

Entity Resolution in the Web of Data

Entity Resolution in the Web of Data
  • Author : Vassilis Christophides,Vasilis Efthymiou,Kostas Stefanidis
  • Publisher : Morgan & Claypool Publishers
  • Release Date : 2015-08-01
  • Total pages : 122
  • ISBN : 9780123819734
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Summary : In recent years, several knowledge bases have been built to enable large-scale knowledge sharing, but also an entity-centric Web search, mixing both structured data and text querying. These knowledge bases offer machine-readable descriptions of real-world entities, e.g., persons, places, published on the Web as Linked Data. However, due to ...

Data Warehousing and Mining Concepts Methodologies Tools and Applications

Data Warehousing and Mining  Concepts  Methodologies  Tools  and Applications
  • Author : Wang, John
  • Publisher : IGI Global
  • Release Date : 2008-05-31
  • Total pages : 4092
  • ISBN : 9780123819734
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Summary : In recent years, the science of managing and analyzing large datasets has emerged as a critical area of research. In the race to answer vital questions and make knowledgeable decisions, impressive amounts of data are now being generated at a rapid pace, increasing the opportunities and challenges associated with the ...

Proceedings of ACM IEEE CS Joint Conference on Digital Libraries

Proceedings of     ACM IEEE CS Joint Conference on Digital Libraries
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 212
  • ISBN : 9780123819734
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Summary : Read online Proceedings of ACM IEEE CS Joint Conference on Digital Libraries written by , published by which was released on 2007. Download full Proceedings of ACM IEEE CS Joint Conference on Digital Libraries Books now! Available in PDF, ePub and Kindle....

Opening Information Horizons

Opening Information Horizons
  • Author : Anonim
  • Publisher : IEEE
  • Release Date : 2006
  • Total pages : 386
  • ISBN : 9780123819734
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Summary : Read online Opening Information Horizons written by , published by IEEE which was released on 2006. Download full Opening Information Horizons Books now! Available in PDF, ePub and Kindle....

Information Quality Management

Information Quality Management
  • Author : Guy V. Tozer
  • Publisher : Wiley-Blackwell
  • Release Date : 1994
  • Total pages : 172
  • ISBN : 9780123819734
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Summary : As business enterprises become ever more dependent in their decision making upon the quality of the data being gathered and processed by information systems, so there are increasing concerns over the ability of the data providers to sustain a consistent level of quality....

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 ...

The Practitioner s Guide to Data Quality Improvement

The Practitioner s Guide to Data Quality Improvement
  • Author : David Loshin
  • Publisher : Elsevier
  • Release Date : 2010-11-22
  • Total pages : 432
  • ISBN : 9780123819734
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Summary : 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 ...

Open Distributed Processing

Open Distributed Processing
  • Author : Jan de Meer,Volker Heymer,Rudolf Roth
  • Publisher : North Holland
  • Release Date : 1992
  • Total pages : 449
  • ISBN : 9780123819734
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Summary : Open Distributed Processing is a central field in the standardization activities of ISO and CCITT. This volume presents important cornerstones related to ODP: an introduction to the ISO Basic Reference Model, providing the framework for future standards in the area of ODP; the architectural implications of ODP; the methods and ...