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publications and working papers below are the fruit of various
Information Quality programs at MIT. These works range from
books, to journal articles, and to
works-in-progress. |
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Books
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| Journey to Data Quality
(2006) NEW
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| Introduction to Information Quality
(2006) NEW
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| Information Quality
(Advances in Management Information Systems)(2005 - Hardcover)
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| Data Quality
(2000 - Hardcover)
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| Quality
Information and Knowledge (1999)
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Publications
Free ICIQ Conference Papers Download
Purchase Past Conference Proceedings
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Papers |
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2007 |
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"A Curriculum for a Master of Science in Information Quality,"
Forthcoming, Journal of Information Systems Education,
Volume 18, Number 2, 2007. Yang W. Lee, Elizabeth Pierce, John Talburt, Richard Wang, and Hongwei Zhu.
(Size 174 KB) |
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“An
Information Quality Framework for Verifiable
Intelligence Products,” in Data Engineering: Mining,
Information, and Intelligence, Book Chapter, Eds. Chan,
Y., Talburt, J.R., and Talley, T., Forthcoming,
Springer. Hongwei Zhu and Richard Wang.
(Size
116 KB) |
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"IPMAP:
Research Status and Direction," in
the Proceedings of the 12th International Conference on
Information Quality, November 2007, pp. 510-517.
G. Shankaranarayanan and
Richard Wang.
(Size
97.6 KB) |
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“The
House of Security: Stakeholder Perceptions of Security
Assessment and Importance,” The FSTC Innovator,
Volume I - Journal for Financial Services Technology
Leaders, Stuart Madnick, et al.
(Size
82.9 KB) |
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2006 |
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"Sample-Based Quality Estimation of Query Results in Relational Database Environments,"
IEEE Transactions on Knowledge and Data Engineering, May 2006, Vol.18, No.5, pp 639-650, D.P. Ballou, I.N. Chengalur-Smith, and R.Y. Wang.
(Size
1.3 MB) |
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2005 |
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"Information Quality"
Richard Wang, Elizabeth Pierce, Stuart Madnick, and Craig Fisher
(More Info
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2004 |
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"Data
Quality: Theory in Practice," EPA 23rd Annual
Conference, April 2004. Richard Wang. (Executive
summary) |
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"Process Embedded Data Integrity," Journal of
Database Management,
Jan-Mar 2004, Vol.15, No.1, 2004. , Yang W. Lee, Leo
Pipino, Diane M. Strong, and Richard Y. Wang. (Size
1.47 MB)
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"Developing Data Production Maps: Meeting Patient
Discharge Submission Requirements," International
Journal of Healthcare Technology and Management,
Vol.6, No.2, pp. 87-103. Bruce Davidson, Yang W. Lee, and Richard Y. Wang. (Size
372.9 KB)
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"Special Section: Assuring Information Quality,"
Journal of Management Information & Systems,
Winter 2003-4, Volume 20, No.3, pp. 9-11. Donald Ballou,
Stuart Madnick, and Richard Wang. (Size
32.7KB)
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"Knowing-Why About Data Processes and Data Quality," Journal
of Management Information & Systems,
Winter 2003-4, Volume 20, No.3, pp. 13-39. Yang W. Lee and
Diane M. Strong. (Size
222KB)
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"The Design and Implementation of a Corporate
Householding Knowledge Processor to Improve Data Quality,"
Journal of Management Information & Systems,
Winter 2003-4, Volume 20, No.3, pp. 41-69. Stuart Madnick, Richard
Wang, and Xiang Xian. (Size
475 KB)
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"Crafting Rules: Context-Reflective Data Quality
Problem Solving,"
Journal of Management Information Systems,
Winter 2003-4, Volume 20, No.3, pp. 93-119. Yang W. Lee. (Size
360KB)
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2003 |
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"Managing
Data Quality in Dynamic Decision Environments: An
Information Product Approach," Journal of
Database Management, Vol. 14, No. 4, Oct-Dec,
2003. Richard Wang, Ganesan Shankar and Mostapha Ziad. (Size
3.46 MB) |
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"Process Knowledge and Data Quality Outcomes,"
Proceedings of the Eighth International Conference on
Information Quality, November 2003, pp. 96-106. Yang W.
Lee and Diane M. Strong. (Size
79.11KB)
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"An
Information Product Approach for Total Information
Awareness," IEEE Aerospace Conference,
March 2003. Richard Wang, Thomas Allen, Wesley Harris, and
Stuart Madnick. (Size
707KB) |
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2002 |
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"AIMQ:
A Methodology for Information Quality Assessment,"
Information & Management, December 2002, Volume
40, Issue 2, pp. 133-146. Yang Lee, Diane Strong, Beverly
Kahn, and Richard Wang. (Size
390KB) |
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"What
Skills Matter in Data Quality?" Proceedings of
the Seventh International Conference on Information
Quality, November 2002, pp. 331-342. WooYoung Chung,
Craig Fisher, and Richard Wang. (Size
267KB) |
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"A
Framework for Corporate Householding," Proceedings
of the Seventh International Conference on Information
Quality, November 2002, pp. 36-46. Stuart Madnick,
Richard Wang, and Wei Zhang. (Size
374KB) |
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"Data
Quality Assessment," Communications of the ACM,
April 2002. pp. 211-218. Leo Pipino, Yang Lee, and Richard
Wang. (Size
0.99MB) |
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"Information
Quality Benchmarks: Product and Service Performance,"
Communications of the ACM, April 2002. pp. 184-192.
Beverly Kahn, Diane Strong, and Richard Wang. (Size
326KB) |
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2001 |
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"Information
Products for Remanufacturing: Tracing the Repair of an
Aircraft Fuel-Pump," Proceedings of the Sixth
International Conference on Information Quality,
November 2001. pp. 77-82. Yang Lee, Thomas Allen, and
Richard Wang. (Size
124KB) |
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"Data
Quality Challenges in Enabling eBusiness Transformation,"
Proceedings of the Sixth International Conference on
Information Quality, November 2001. pp. 83-91. Arie
Segev and Richard Wang. (Size
482KB) |
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"Improving
the Quality of Corporate Household Data: Current Practices
and Research Directions," Proceedings of the
Sixth International Conference on Information Quality,
November 2001. pp. 92-104. Stuart Madnick, Richard Wang,
Frank Dravis, and Xinping Chen. (Size
150KB) |
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2000 |
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"IP-MAP: Representing the
Manufacture of an Information Product," Proceedings
of the 2000 International Conference on Information
Quality, October 2000. pp. 1-16. G. Shankar, Richard
Wang, and Mostapha Ziad. (Size
361KB)
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1998 |
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"Institutionalizing Information
Quality Practice: The S. C. Johnson Wax Case," Proceedings
of the 1998 Conference on Information Quality, October
1998. pp. 1-17. James Funk, Yang Lee, and Richard Wang. (Size
1.59MB)
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"Modeling Quality Requirements in
Conceptual Database Design," Proceedings of
the 1998 Conference on Information Quality, October
1998. pp. 64-87. Veda Storey and Richard Wang. (Size
1.85MB)
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| "Manage Your Information as a
Product," Sloan Management Review, Summer
1998, Volume 39, No. 4. pp. 95-105. Richard Wang, Yang
Lee, Leo Pipino, and Diane Strong. (Link
to Sloan Management Review) |
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| "Modeling Information Manufacturing
Systems to Determine Information Product Quality,"
Management Science, April 1998, Volume 44, No. 4.
pp. 462-484. Donald Ballou, Richard Wang, Harold Pazer,
and Giri Kumar Tayi. (Link
to Management Science) (pdf
abstract) |
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| "A Product Perspective on Total
Data Quality Management,” Communications of the
ACM, February 1998, pp. 58-63. Richard Wang. (Size
79.3KB) |
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| "Examining Data Quality," Communications
of the ACM. February 1998, pp. 54-57. Tayi, Giri
Kumar and Donald P. Ballou, Eds. (Size
489KB) |
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1997 |
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| "Total Data Quality
Management: The Case of IRI," Proceedings of the 1997 Conference on Information Quality.
October 1997. pp. 63-79. Kovac, Rita, Yang Lee, and Leo
Pipino. (Size
228KB) |
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| "10 Potholes in the Road to
Information Quality," IEEE Computer,
August 1997, Volume 30, No. 8. pp. 38-46. Diane Strong,
Yang Lee, and Richard Wang. (Size
512KB) |
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| “Data Quality in Context,” Communications
of the ACM, May 1997. pp. 103-110. Diane Strong, Yang
Lee, and Richard Wang. (Size
167KB) |
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1996 |
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| “Anchoring Data Quality Dimensions in
Ontological Foundations,” Communications of the
ACM, November 1996. pp. 86-95. Yair Wand and Richard
Wang. (Size
272KB) |
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| "Beyond Accuracy: What Data Quality
Means to Data Consumers," Journal of
Management Information Systems, Spring 1996, Volume
12, No. 4. pp. 5-33. Richard Wang and Diane Strong. (Link
to Journal of Management Information Systems) |
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1995 |
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| "A Framework for Analysis of Data
Quality Research," IEEE Transactions on
Knowledge and Data Engineering, August 1995, Volume 7,
No. 4. pp. 623-640. Richard Wang, Veda Storey, and
Christopher Firth. (Size
3MB) |
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| "Toward quality data: An
attribute-based approach," Journal of Decision
Support Systems, March 1995, Volume 13, Issue 3-4. pp.
349-372. Richard Wang, M. Reddy, and Henry Kon. (Link
to Journal of Decision Support Systems) |
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1993 |
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| “An Object-oriented Implementation of
Quality Data Products,” Third Workshop on
Information Technology and Systems, December 1993. pp.
48-56. Richard Wang, M. Reddy, and Amar Gupta. (Size
111KB) |
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| “Modeling Data Quality and Context
through Extensions of the ER Model,” Third
Workshop on Information Technology and Systems,
December 1993. Steven Tu and Richard Wang. (Size
118KB) |
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| “Data Quality Requirements Analysis and
Modeling,” Proceedings of the Ninth International
Conference of Data Engineering, April 1993. pp.
670-677. Richard Wang, Henry Kon, and Stuart Madnick. (Size
156KB) |
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1990 |
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| “A Polygen Model for Heterogeneous
Database Systems: The Source Tagging Perspective,” 16th
International Conference on Very Large Data Bases,
August 1990. pp. 519-538. Richard Wang and Stuart Madnick.
(Size
1.88MB) |
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M.I.T. Information Quality Program
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