Skip to main content

2016 | OriginalPaper | Buchkapitel

2. Data Quality Dimensions

verfasst von : Carlo Batini, Monica Scannapieco

Erschienen in: Data and Information Quality

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In Chap. 1, we provided an intuitive concept of information quality and we informally introduced several data quality dimensions, such as accuracy, completeness, currency, and consistency.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
30.
Zurück zum Zitat Atzeni P, de Antonellis V (1993) Relational Database Theory. The Benjamin/Cummings Publishing Company, Inc., Menlo ParkMATH Atzeni P, de Antonellis V (1993) Relational Database Theory. The Benjamin/Cummings Publishing Company, Inc., Menlo ParkMATH
31.
Zurück zum Zitat Ballou DP, Wang R, Pazer HL, Tayi G (1998) Modeling information manufacturing systems to determine information product quality. Management Science 44(4):462–484CrossRefMATH Ballou DP, Wang R, Pazer HL, Tayi G (1998) Modeling information manufacturing systems to determine information product quality. Management Science 44(4):462–484CrossRefMATH
33.
Zurück zum Zitat Ballou DP, Pazer HL (2003) Modeling completeness versus consistency tradeoffs in information decision contexts. IEEE Transactions on Knowledge Data Engineering 15(1):240–243CrossRef Ballou DP, Pazer HL (2003) Modeling completeness versus consistency tradeoffs in information decision contexts. IEEE Transactions on Knowledge Data Engineering 15(1):240–243CrossRef
38.
Zurück zum Zitat Batini C, Ceri S, Navathe S (eds) (1992) Conceptual Data Base Design: An Entity Relationship Approach. Benjamin and Cummings, Menlo ParkMATH Batini C, Ceri S, Navathe S (eds) (1992) Conceptual Data Base Design: An Entity Relationship Approach. Benjamin and Cummings, Menlo ParkMATH
45.
Zurück zum Zitat Batini C, Palmonari M, Viscusi G (2012) The many faces of information and their impact on information quality. In: Proceedings of the 17th International Conference on Information Quality (IQ 2012), pp 212–228 Batini C, Palmonari M, Viscusi G (2012) The many faces of information and their impact on information quality. In: Proceedings of the 17th International Conference on Information Quality (IQ 2012), pp 212–228
47.
Zurück zum Zitat Batini C, Nardelli E, Tamassia R (April 1986) A Layout Algorithm for Data Flow Diagrams. IEEE Transactions on Software Engineering Batini C, Nardelli E, Tamassia R (April 1986) A Layout Algorithm for Data Flow Diagrams. IEEE Transactions on Software Engineering
86.
Zurück zum Zitat Bovee M, Srivastava RP, Mak BR (2001) A conceptual framework and belief-function approach to assessing overall information quality. In: Proceedings of the 6th International Conference on Information Quality (IQ 2001), pp 311–328 Bovee M, Srivastava RP, Mak BR (2001) A conceptual framework and belief-function approach to assessing overall information quality. In: Proceedings of the 6th International Conference on Information Quality (IQ 2001), pp 311–328
198.
Zurück zum Zitat Elmasri R, Navathe S (1994) Foundamentals of Database Systems, 5th edn. Addison-Wesley, ReadingMATH Elmasri R, Navathe S (1994) Foundamentals of Database Systems, 5th edn. Addison-Wesley, ReadingMATH
341.
Zurück zum Zitat Jarke M, Lenzerini M, Vassiliou Y, Vassiliadis P (eds) (1995) Fundamentals of Data Warehouses. Springer, New YorkMATH Jarke M, Lenzerini M, Vassiliou Y, Vassiliadis P (eds) (1995) Fundamentals of Data Warehouses. Springer, New YorkMATH
380.
Zurück zum Zitat Krawczyk H, Wiszniewski B (2003) Visual GQM approach to quality-driven development of electronic documents. In: Proceedings of the 2nd International Workshop on Web Document Analysis (WDA2003), pp 43–46 Krawczyk H, Wiszniewski B (2003) Visual GQM approach to quality-driven development of electronic documents. In: Proceedings of the 2nd International Workshop on Web Document Analysis (WDA2003), pp 43–46
408.
Zurück zum Zitat Liu L, Chi L (2002) Evolutionary data quality. In: 7th International Conference on Information Quality, Boston Liu L, Chi L (2002) Evolutionary data quality. In: 7th International Conference on Information Quality, Boston
461.
Zurück zum Zitat Naumann F (2002) Quality-Driven Query Answering for Integrated Information Systems. Lecture Notes in Computer Science. Springer, New York, vol 2261 Naumann F (2002) Quality-Driven Query Answering for Integrated Information Systems. Lecture Notes in Computer Science. Springer, New York, vol 2261
498.
Zurück zum Zitat Pernici B, Scannapieco M (2003) Data quality in web information systems. Journal of Data SemanticsCrossRef Pernici B, Scannapieco M (2003) Data quality in web information systems. Journal of Data SemanticsCrossRef
504.
Zurück zum Zitat Pipino LL, Lee YW, Wang RY (2002) Data quality assessment. Communications of the ACM 45(4) Pipino LL, Lee YW, Wang RY (2002) Data quality assessment. Communications of the ACM 45(4)
519.
Zurück zum Zitat Redman TC (1996) Data Quality for the Information Age. Artech House Redman TC (1996) Data Quality for the Information Age. Artech House
521.
Zurück zum Zitat Redman TC (2001) Data Quality the Field Guide. The Digital Press, Belford Redman TC (2001) Data Quality the Field Guide. The Digital Press, Belford
601.
Zurück zum Zitat Tamassia R, Batini C, Di Battista G (1987) Automatic graph drawing and readability of diagrams. IEEE Transactions on Systems, Men and Cybernetics Tamassia R, Batini C, Di Battista G (1987) Automatic graph drawing and readability of diagrams. IEEE Transactions on Systems, Men and Cybernetics
640.
Zurück zum Zitat Wand Y, Wang RY (1996) Anchoring data quality dimensions in ontological foundations. Communications of the ACM 39(11):86–95CrossRef Wand Y, Wang RY (1996) Anchoring data quality dimensions in ontological foundations. Communications of the ACM 39(11):86–95CrossRef
645.
Zurück zum Zitat Wang RY, Strong DM (1996) Beyond accuracy: what data quality means to data consumers. Journal of Management Information Systems 12(4):5–33CrossRef Wang RY, Strong DM (1996) Beyond accuracy: what data quality means to data consumers. Journal of Management Information Systems 12(4):5–33CrossRef
677.
Zurück zum Zitat Wiszniewski B, Krawczyk H (Dublin, Ireland, 2003) Digital document life cycle development. In: Proceedings of the 1st International Symposium on Information and Communication Technologies (ISICT 2003), pp 255–260 Wiszniewski B, Krawczyk H (Dublin, Ireland, 2003) Digital document life cycle development. In: Proceedings of the 1st International Symposium on Information and Communication Technologies (ISICT 2003), pp 255–260
Metadaten
Titel
Data Quality Dimensions
verfasst von
Carlo Batini
Monica Scannapieco
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-24106-7_2