Business data quality control: A step by step procedure

Frontiers in Statistical Quality Control 10

Volumn , Issue , 2012, Pages 371-383

  Lenz, Hans J ^a   Borowski, Esther ^a  

^a FREIE UNIVERSITÄT BERLIN   (Germany)

Author keywords

Data quality control; DQC workflow; Quality indicators

Indexed keywords

DATA REDUCTION; QUALITY ASSURANCE;

BUSINESS DATA; DATA QUALITY CONTROL; DQC WORKFLOW; MEASUREMENT TECHNIQUES; METADATA MODEL; QUALITY INDICATORS; REPORTING TOOLS; STEP BY STEP PROCEDURE;

QUALITY CONTROL;

EID: 84894543044     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-7908-2846-7_25     Document Type: Conference Paper

References (11)

1. Borowski, E. (2008). Entwicklung eines Vorgehensmodells zur Qualitätsanalyse mit dem Oracle Warehouse Builder. MSc thesis, Freie Universität Berlin.
2. Borowski, E., & Lenz, H.-J. (2008). Design of a workflow system to improve data quality using Oracle Warehouse Builder, Journal of Applied Quantitative Methods, 3, 198-206.
3. Hinrichs, H. (2002). Datenqualitätsmanagement in: Data-warehouse-systeme. Doctoral dissertation, Universität Oldenburg.
4. Lenz, H.-J. (2008). Proximities in statistics: Similarity and distance. In G. Della Riccia et al. (Eds.), CISM courses and lectures: Vol. 504. Preferences and similarities (pp. S. 161-177). Berlin: Springer.
5. Neiling, M. (2004). Identifizierung von Realwelt-Objekten in multiplen Datenbanken. Doctoral dissertation, TU Cottbus.
6. Norris-Montanari, J. (2003). Where to start - Data profiling. http://www.twdi.org/Publications/display.aspx?id=6807&t=y#a2.
7. Olson, J. E. (2003). Data quality. The accuracy dimension. San Francisco: Morgan Kaufmann.
8. Oracle (2007). Oracle warehouse builder 11g - An overview. http://www.oracle.com/technology/products/warehouse/11gri/presentations/ owb11gr1-overview.ppt.
9. Schlaucher, A. (2007). Der Datenqualiẗat auf der Spur. DOAG News, Q1, 24-28.
10. Shepherd, J. B. (1999). Data migration strategies. DM review magazine.
11. Tayi, G. K., & Ballou, D. P. (1998). Examining data quality. Communications of the ACM, 41(2), 54-57.