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000754365 020__ $$a9783319241067$$q(electronic book)
000754365 020__ $$a3319241060$$q(electronic book)
000754365 020__ $$z9783319241043
000754365 0247_ $$a10.1007/978-3-319-24106-7$$2doi
000754365 035__ $$aSP(OCoLC)ocn945576994
000754365 035__ $$aSP(OCoLC)945576994
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000754365 08204 $$a005.74$$223
000754365 08204 $$a005.7406$$223
000754365 1001_ $$aBatini, Carlo,$$eauthor.
000754365 24510 $$aData and information quality$$h[electronic resource] :$$bdimensions, principles and techniques /$$cCarlo Batini, Monica Scannapieco.
000754365 264_1 $$aSwitzerland :$$bSpringer,$$c[2016]
000754365 264_4 $$c©2016
000754365 300__ $$a1 online resource.
000754365 336__ $$atext$$btxt$$2rdacontent
000754365 337__ $$acomputer$$bc$$2rdamedia
000754365 338__ $$aonline resource$$bcr$$2rdacarrier
000754365 4901_ $$aData-centric systems and applications
000754365 504__ $$aIncludes bibliographical references and index.
000754365 5050_ $$aIntroduction to Information Quality -- Data Quality Dimensions -- Information Quality Dimensions for Maps and Texts -- Data Quality Issues in Linked open data -- Quality Of Images -- Models for Information Quality -- Activities for Information Quality -- Object Identification -- Recent Advances in Object Identification -- Data Quality Issues in Data Integration Systems -- Information Quality in Use -- Methodologies for Information Quality Assessment and Improvement -- Information Quality in Healthcare -- Quality of Web Data and Quality of Big Data: Open Problems -- References -- Index.
000754365 506__ $$aAccess limited to authorized users.
000754365 520__ $$aThis 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 inte rested in investigating properties ofdata 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.
000754365 650_0 $$aDatabase management$$xQuality control.
000754365 650_0 $$aDatabases$$xQuality control.
000754365 7001_ $$aScannapieco, Monica,$$eauthor.
000754365 77608 $$iPrint version:$$z9783319241043
000754365 830_0 $$aData-centric systems and applications.
000754365 852__ $$bebk
000754365 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-24106-7$$zOnline Access$$91397441.1
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000754365 980__ $$aEBOOK
000754365 980__ $$aBIB
000754365 982__ $$aEbook
000754365 983__ $$aOnline
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