A data quality management maturity model

ETRI Journal

Volumn 28, Issue 2, 2006, Pages 191-204

  Ryu, Kyung Seok ^a   Park, Joo Seok ^b   Park, Jae Hong ^c  

^a Electronics and Telecommunications Research Institute (ETRI)   (South Korea)

^b Kyung Hee University   (South Korea)

^c STANFORD UNIVERSITY   (United States)

Author keywords

Data management; Data quality; Data service quality; Data structure quality; Data value quality; Maturity model; Metadata; Process quality; Standard data

Indexed keywords

DATA STRUCTURES; MATHEMATICAL MODELS; METADATA; QUALITY CONTROL;

DATA QUALITY; DATA STRUCTURE QUALITY; DATA VALUE QUALITY; MATURITY MODEL; PROCESS QUALITY; STANDARD DATA;

DATA ACQUISITION;

EID: 33646797762     PISSN: 12256463     EISSN: 12256463     Source Type: Journal    
DOI: 10.4218/etrij.06.0105.0026     Document Type: Article

References (40)

1. Peter F. Drucker, "Playing in the Information-Based 'Orchestra'," The Wall Street Journal, June 4, 1985.
2. L. English, Improving Data Warehouse and Business Information Quality, John Wiley & Sons, Inc., 1999.
3. Amir Parssian, Sumit Sarkar, and Varghese S. Jacob, Assessing Data Qualify For Information Products, School of Management University of Texas at Dallas, U.S.A, 1997.
4. Ken Orr, "Data Quality and Systems," Communications of the ACM, vol. 41, no. 2, Feb. 1998, pp. 66-71.
5. Leo L. Pipino, Yang W. Lee, and Richard Y. Wang, "Data Quality Assessment" Communications of the ACM, vol. 45, no. 4, Apr. 2002, pp. 211-218.
6. Diane M. Strong, Yang W. Lee, Richard Y. Wang, "Data Quality in Context," Communications of the ACM, vol. 40, no. 5, May 1997, pp. 103-110.
7. John A. Hoxmeier, Database Quality Dimensions, Computer Information Systems Department, College of Business, Colorado State University, Fort Coffins, http://www.sbaer.uca.edu/Research/1999/WDSI/99wds578.htm.
8. John A. Hoxmeier, A Framework for Assessing Database Qualify, Computer Information Systems Department, College of Business, Colorado State University, Fort Coffins.
9. Giri Kumar Tayi and Donald P. Ballou, "Examining Data Quality," Communications of the ACM, vol. 41, no. 2, Feb. 1998, pp. 54-57.
10. Beverly K. Kahn, Diane M. Strong, and Richard Y. Wing, "Information Quality Benchmark," Communications of the ACM, vol. 45, no. 4, Feb. 2002, pp. 184-192.
11. B. Kahn, D. Strong, and R. Wang, "Information Quality Benchmarks: Product and Service Performance," Communications of the ACM, vol. 45,Apr. 2003,pp. 184-192.
12. Yair Wand and Richard Y. Wang, "Anchoring Data Quality Dimensions in Ontological Foundations," Communications of the ACM, vol. 39, 1996, pp. 86-69.
13. Richard Y. Wang, "A Product Perspective on Total Data Quality Management," Communications of the ACM,vol. 41, no. 2, 1998, pp. 58-65.
14. Yair Wand and Richard Y. Wang, "Anchoring, Data Quality Dimensions in Ontological Foundations," Communications of the ACM, vol. 39, no. 11, 1996, pp. 90-95.
15. G. Shankaranarayan, M. Ziad, and R. Wang, "Managing Data Quality in Dynamic Decision Environments : An Information Product Approach," J. Database Management, vol. 14, no. 4, 2003, pp. 14-32.
16. Storey and Wang, "A Framework for the Analysis of Data Quality Research," IEEE Trans. an Knowledge and Data Engineering, vol. 7, no. 4, 1995, pp. 623-640.
17. M. Paulk, "Using the Software CMM with Good Judgment," ASQ Software Quality Professional, vol. 1, no. 3, June 1999, pp. 19-29
18. M. Paulk, "Practices of High Maturity Organizations," SEPG Conference, 1999, pp. 8-11.
19. M. Paulk, C. Weber, B. Curtis, and M. Chrissis, A High Maturity Example: Space Shuttle Onboard Software, in the Capability Maturity Model: Guidelines for Improving Software Process, Addison-Wesley, 1994.
20. James Herbseb, "Software Quality and the Capability Maturity Model," Communications of ACM, vol. 40, no. 6, June 1997, pp. 30-40.
21. H. Saiedian and R. Kuzara, "SEI Capability Maturity Model's Impact on Contractors," IEEE Computer, vol. 28, Issue 1, Jan. 1995, pp. 16-26.
22. P. Howard, Data Qualify Products: an Evaluation and Comparison, Bloor Research, 2004.
23. C. Hsu, G. Babin, M. Bouziane, W Cheung, L. Rattner, and L. Yee, "Metadatabase Modeling for Enterprise Information Integration," J. Systems Integratian,vol. 2, no.1, Feb. 1992, pp. 5-37.
24. S. Lujan-Mora and M. Palomar, "Reducing Inconsistency in Integrating Data from Different Sources," Proc. 2001 Int'l Symp. Database Engineering & Applications, 2001, pp. 209-218.
25. Fred R. Mcfadden, Jeffiey A. Hoffer, and Mary B. Prescott, Modern Database Management, Addison Wesley Longman, 1999, pp. 6-7, 537-538, 559-560.
26. James Martin, Information Engineering, Book II-Planning and Analysis, Prentice-Hall, 1989, pp. 147-50.
27. Clive Finkelstein, Information Engineering, Addison-Wesley, 1992, pp. 598.
28. David C. Hay, Data Model Patterns, Dorset House, 1996, pp. 65, 201, 226, 233, 254-55.
29. G. Lawrence Sanders, Data Modeling, Boyd & Fraser, 1995, pp. 99, 103-104.
30. Michael C. Reingruber and William W. Gregory, Data Modeling Handbook-A Best-Practice Approach to Building Qualify Data Models, Wiley-QED,1994, pp. 293, 334.
31. T. Redman, Data Qualify for the Information Age, Artech House, 1996.
32. M. Garcia-Solaco, F. Saltor, and M. Castellanos, "A Structure Based Schema Integration Methodology," Proc. 11th Int'l Conf. Data Engineering, 1995, pp. 505-512.
33. J. Lee, K. Sian, and S. Hong, "Enterprise Integration with ERP and EAI," Communications of the ACM, vol. 46, 2003, pp. 54-60.
34. T. Ksiezyk, G. Martin, and Qing Jia InfoSleuth, "Agent-Based System for Data Integration and Analysis," Proc. 25th Annual Int'l Computer Software and Applications Conf. (COMPSAC), 2001, pp. 474-476.
35. Phan. M. Dung, "Integrating Data from Possibly Inconsistent Databases," Proc. Cooperative Information System, 1996, pp. 58-65.
36. M. Rajinikanth, G. Jakobson, C. Lafond, W. Papp, and G. PietetskyShapiro, "Multiple Database Integration in CALIDA: Design and Implementation," Proc. First Int'l Conf. Systems Integration, 1990, pp. 378-384.
37. R. Elmasri and S.B. Navathe, Fundamentals of Database Systems, Addison-Wesley, 2000.
38. J.D. Gascoigne Rui, A. Hodgson, and C.M. Sumpter, "Automating Information Transfer in Manufacturing Systems," Computer-Aided Engineering Journal, vol. 5, no. 3, 1988, pp. 113-121.
39. E. Schallehn, K.U. Sattler, and G. Saake, "Extensible and Similaritybased Grouping for Data Integration," Proc. Int. Conf. Data Engineering, 2002, pp. 277.
40. S. Jing, Z. Bin, W. Guoren, S. Baoyan, Y. Ge, and Z. Huaiyuan, "An Object-Wrapping Technique for Integrating Non-Traditional Database Systems," Proc. of the IEEE Int'l Conf. Intelligent Processing Systems, vol. 2, 1997, pp. 1576-1580.