Verfügbarkeit: Data and Information Quality | Technische Universität München

Data and Information Quality: Dimensions, Principles and Techniques

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Bibliographische Detailangaben
Beteiligte Personen:	Batini, Carlo (VerfasserIn), Scannapieco, Monica 1974- (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Cham Springer International Publishing 2016
Schriftenreihe:	Data-Centric Systems and Applications
Schlagwörter:	Data structures (Computer science) Database management Computer Science Data Structures, Cryptology and Information Theory Information Systems Applications (incl. Internet) Health Informatics Knowledge Management Informatik Datenbankverwaltung Gesundheitswesen Informationsqualität Wissensmanagement Datenqualität
Links:	https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://ebookcentral.proquest.com/lib/fuberlin-ebooks/detail.action?docID=4456478 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 https://doi.org/10.1007/978-3-319-24106-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920321&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920321&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	1 Online-Ressource (XXVIII, 500 p. 260 illus., 53 illus. in color)
ISBN:	9783319241067 9783319241043
ISSN:	2197-9723
DOI:	10.1007/978-3-319-24106-7

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Datensatz im Suchindex

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adam_text	DATA AND INFORMATION QUALITY / BATINI, CARLO : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. DATA AND INFORMATION QUALITY / BATINI, CARLO : 2016 ABSTRACT / INHALTSTEXT THIS BOOK PROVIDES A SYSTEMATIC AND COMPARATIVE DESCRIPTION OF THE VAST NUMBER OF RESEARCH ISSUES RELATED TO THE QUALITY OF DATA AND INFORMATION. ITDOES 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 MANAGEMENTOR 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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id	DE-604.BV043503976
illustrated	Not Illustrated
indexdate	2024-12-20T17:38:05Z
institution	BVB
isbn	9783319241067 9783319241043
issn	2197-9723
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028920321
oclc_num	946155429
open_access_boolean
owner	DE-355 DE-BY-UBR DE-523 DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-188
owner_facet	DE-355 DE-BY-UBR DE-523 DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-188
physical	1 Online-Ressource (XXVIII, 500 p. 260 illus., 53 illus. in color)
psigel	ZDB-30-PQE ZDB-2-SCS ZDB-2-SCS_2016
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer International Publishing
record_format	marc
series2	Data-Centric Systems and Applications
spellingShingle	Batini, Carlo Scannapieco, Monica 1974- Data and Information Quality Dimensions, Principles and Techniques Data structures (Computer science) Database management Computer Science Data Structures, Cryptology and Information Theory Information Systems Applications (incl. Internet) Health Informatics Knowledge Management Informatik Datenbankverwaltung (DE-588)4389357-0 gnd Gesundheitswesen (DE-588)4020775-4 gnd Informationsqualität (DE-588)4793947-3 gnd Informatik (DE-588)4026894-9 gnd Wissensmanagement (DE-588)4561842-2 gnd Datenqualität (DE-588)1036653315 gnd
subject_GND	(DE-588)4389357-0 (DE-588)4020775-4 (DE-588)4793947-3 (DE-588)4026894-9 (DE-588)4561842-2 (DE-588)1036653315
title	Data and Information Quality Dimensions, Principles and Techniques
title_auth	Data and Information Quality Dimensions, Principles and Techniques
title_exact_search	Data and Information Quality Dimensions, Principles and Techniques
title_full	Data and Information Quality Dimensions, Principles and Techniques by Carlo Batini, Monica Scannapieco
title_fullStr	Data and Information Quality Dimensions, Principles and Techniques by Carlo Batini, Monica Scannapieco
title_full_unstemmed	Data and Information Quality Dimensions, Principles and Techniques by Carlo Batini, Monica Scannapieco
title_short	Data and Information Quality
title_sort	data and information quality dimensions principles and techniques
title_sub	Dimensions, Principles and Techniques
topic	Data structures (Computer science) Database management Computer Science Data Structures, Cryptology and Information Theory Information Systems Applications (incl. Internet) Health Informatics Knowledge Management Informatik Datenbankverwaltung (DE-588)4389357-0 gnd Gesundheitswesen (DE-588)4020775-4 gnd Informationsqualität (DE-588)4793947-3 gnd Informatik (DE-588)4026894-9 gnd Wissensmanagement (DE-588)4561842-2 gnd Datenqualität (DE-588)1036653315 gnd
topic_facet	Data structures (Computer science) Database management Computer Science Data Structures, Cryptology and Information Theory Information Systems Applications (incl. Internet) Health Informatics Knowledge Management Informatik Datenbankverwaltung Gesundheitswesen Informationsqualität Wissensmanagement Datenqualität
url	https://doi.org/10.1007/978-3-319-24106-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920321&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920321&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT batinicarlo dataandinformationqualitydimensionsprinciplesandtechniques AT scannapiecomonica dataandinformationqualitydimensionsprinciplesandtechniques

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