Towards quantifying data quality costs

Journal of Object Technology

Volumn 2, Issue 4, 2003, Pages 69-76

  Kim, Won ^a   Choi, Byoungju ^b  

^a Cyber Database Solutions   (United States)

^b Ewha Womans University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; COSTS; CUSTOMER SATISFACTION; ERROR ANALYSIS; INVENTORY CONTROL; NEURAL NETWORKS; SOCIETIES AND INSTITUTIONS;

DATA QUALITY; DEBIT-CREDIT TRANSACTIONS; MONETARY DATA; OPERATIONAL DATA;

DATA REDUCTION;

EID: 3042682295     PISSN: 16601769     EISSN: None     Source Type: Journal    
DOI: 10.5381/jot.2003.2.4.c6     Document Type: Article

References (5)

1. [Ballo 1987] Ballou, DP, Pazer, HL, Belardo, S., and Klein, B. "Implications of Data Quality for Spreadsheet Analysis, "Data Base, vol. 18, no. 3, pp. 13-19.
2. [Ballo 1995] Ballou, DP, Pazer, HL, "Designing Information Systems to Optimize the Accuracy-Timeliness Tradeoff," Information Systems Research, vol. 6, no. 1, pp. 51-72.
3. [Kauff 1993] Bansal, A, Kauffman RJ, and Weitz, RR, "Comparing the Modeling Performance of Regression and Neural Networks as Data Quality Varies: A Business Value Approach," Journal of Management Information Systems, vol. 10, no.1, pp. 11-32.
4. [Kim 2002] Kim, W. "On Three Major Holes in Data Warehousing Today," Journal of Object Technology, vol. 1, no. 4, September-October 2002, pp. 39-47. http://www.jot.fm/issues/issue_2002_09/column3
5. [Kim et al 2003], Kim, W., Choi, BJ, Hong, EK, Lee, DH, Kim, SK. "A Taxonomy of Dirty Data," The Data Mining and Knowledge Discovery Journal, vol. 7, no. 1, pp. 81-99.