Data and Information Quality

Data and Information Quality
Author :
Publisher : Springer
Total Pages : 520
Release :
ISBN-10 : 9783319241067
ISBN-13 : 3319241060
Rating : 4/5 (67 Downloads)

Book Synopsis Data and Information Quality by : Carlo Batini

Download or read book Data and Information Quality written by Carlo Batini and published by Springer. This book was released on 2016-03-23 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a systematic and comparative description of the vast number of research issues related to the quality of data and information. It does so by delivering a sound, integrated and comprehensive overview of the state of the art and future development of data and information quality in databases and information systems. To this end, it presents an extensive description of the techniques that constitute the core of data and information quality research, including record linkage (also called object identification), data integration, error localization and correction, and examines the related techniques in a comprehensive and original methodological framework. Quality dimension definitions and adopted models are also analyzed in detail, and differences between the proposed solutions are highlighted and discussed. Furthermore, while systematically describing data and information quality as an autonomous research area, paradigms and influences deriving from other areas, such as probability theory, statistical data analysis, data mining, knowledge representation, and machine learning are also included. Last not least, the book also highlights very practical solutions, such as methodologies, benchmarks for the most effective techniques, case studies, and examples. The book has been written primarily for researchers in the fields of databases and information management or in natural sciences who are interested in investigating properties of data and information that have an impact on the quality of experiments, processes and on real life. The material presented is also sufficiently self-contained for masters or PhD-level courses, and it covers all the fundamentals and topics without the need for other textbooks. Data and information system administrators and practitioners, who deal with systems exposed to data-quality issues and as a result need a systematization of the field and practical methods in the area, will also benefit from the combination of concrete practical approaches with sound theoretical formalisms.


Data and Information Quality Related Books

Data and Information Quality
Language: en
Pages: 520
Authors: Carlo Batini
Categories: Computers
Type: BOOK - Published: 2016-03-23 - Publisher: Springer

DOWNLOAD EBOOK

This book provides a systematic and comparative description of the vast number of research issues related to the quality of data and information. It does so by
Information and Database Quality
Language: en
Pages: 240
Authors: Mario G. Piattini
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

In a global and increasingly competitive market, where organizations are driven by information, the search for ways to transform data into true knowledge is cri
Information Quality
Language: en
Pages: 381
Authors: Ron S. Kenett
Categories: Mathematics
Type: BOOK - Published: 2016-12-19 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Provides an important framework for data analysts in assessing the quality of data and its potential to provide meaningful insights through analysis Analytics a
Data Quality
Language: en
Pages: 368
Authors: Rupa Mahanti
Categories: Business & Economics
Type: BOOK - Published: 2019-03-18 - Publisher: Quality Press

DOWNLOAD EBOOK

“This is not the kind of book that you’ll read one time and be done with. So scan it quickly the first time through to get an idea of its breadth. Then dig in
Executing Data Quality Projects
Language: en
Pages: 353
Authors: Danette McGilvray
Categories: Computers
Type: BOOK - Published: 2008-09-01 - Publisher: Elsevier

DOWNLOAD EBOOK

Information is currency. Recent studies show that data quality problems are costing businesses billions of dollars each year, with poor data linked to waste and