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
GET BOOK

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, ...

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 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 ...

Effective Entity Resolution Methodology for Improving Data Quality and Reliability of Service oriented Applications

Effective Entity Resolution Methodology for Improving Data Quality and Reliability of Service oriented Applications
  • Author : Ewa Musial
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 131
  • ISBN : 9780123819734
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Summary : Download or read online Effective Entity Resolution Methodology for Improving Data Quality and Reliability of Service oriented Applications written by Ewa Musial, published by which was released on 2014. Get Effective Entity Resolution Methodology for Improving Data Quality and Reliability of Service oriented Applications Books now! Available in PDF, ePub and ...

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 ...

Special Issue on Entity Resolution

Special Issue on Entity Resolution
  • Author : John R. Talburt
  • Publisher : Unknown
  • Release Date : 2013
  • Total pages : 212
  • ISBN : 9780123819734
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Summary : Download or read online Special Issue on Entity Resolution written by John R. Talburt, published by which was released on 2013. Get Special Issue on Entity Resolution Books now! Available in PDF, ePub and Kindle....

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 ...

The Four Generations of Entity Resolution

The Four Generations of Entity Resolution
  • Author : George Papadakis,Ekaterini Ioannou,Emanouil Thanos
  • Publisher : Morgan & Claypool Publishers
  • Release Date : 2021-03-16
  • Total pages : 109
  • ISBN : 9780123819734
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Summary : Information systems are part and parcel of organizations. Yet, organizations often struggle to realize the benefits that motivate their introduction of these systems. To derive benefit from a new information system, it must be integrated into the structures and processes of the organization. That is, the system must be organizationally ...

Advances in Information and Communication

Advances in Information and Communication
  • Author : Kohei Arai
  • Publisher : Springer Nature
  • Release Date : 2021-08-05
  • Total pages : 212
  • ISBN : 9780123819734
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Summary : Download or read online Advances in Information and Communication written by Kohei Arai, published by Springer Nature which was released on . Get Advances in Information and Communication Books now! Available in PDF, ePub and Kindle....

Entity Resolution for Large Scale Databases

Entity Resolution for Large Scale Databases
  • Author : Kunho Kim
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 9780123819734
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Summary : Entity resolution involves the problem of identifying, matching, and grouping the same entities from a single collection or multiple ones of data. Real-world databases often comprise data from multiple sources; hence, this process is an essential preprocessing step for correctly processing queries on a particular entity. An example of entity ...

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 ...

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....

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 ...