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Research
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2014
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How to establish a CDO Office in Your
Organization. MIT 2014 CDOIQ Symposium, summary from
Session 9D on July 24, 2014. MIT-CDO-WP-03
Lee,
Y.W., Madnick, S.E., Wang, R.Y., Wang, F.L., Zhang, H. (2014)
A Cubic Framework
for the Chief Data Officer: Succeeding in a World of Big Data. MIS Quarterly
Executive 13(1):1-13. MIT-CDO-WP-02
Zhu,
H., Madnick, S.E., Lee, Y.W., Wang, R.Y. (2014)
Data and Information Quality Research: Its Evolution and Future, Computing
Handbook: Information Systems and Information Technology, 3rd
Edition, Editors: Heikki Topi, Allen Tucker. Chapman & Hall / CRC, pp.
16.1-16.20. MIT-CDO-WP-01
2012
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Lee, Y.W., Chung, W.Y., Wang, R.W., Zhang, H. (2012).
On the Rise of the Chief Data Officers in a World of Big Data.
To be presented at the Pre-ICIS 2012 SIM Academic Workshop, Orlando, Florida,
December 15, 2012.
2011
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Madnick,
S.E. and Lee, Y.W. (2011). Editorial Notes: Classification
and Assessment of Large Amounts of Data: Examples in the Healthcare Industry and
Collaborative Digital Libraries. ACM Journal of Data and Information Quality,
2(3), 1-2.
Madnick,
S.E. and Lee, Y.W.(2011). Editorial: In Search of Novel Ideas
and Solutions with a Broader Context of Data Quality in Mind. ACM Journal
of Data and Information Quality, 2(2), 1-3.
Pipino, L. and Lee, Y.W. (2011, August 5–7). Medical Errors
and Information Quality: A Review and Research Agenda. Paper
presented at the Americas Conference on Information Systems, Detroit, MI.
Talburt, J. (2011, December 8-11). Using Information Quality
for Competitive Advantage. Paper presented at the International
Symposium on Information Systems and Management, Xi'an, China.
Li, X., Madnick, S.E., and Zhu, H. (2011, November). Improving
the Data Quality of Web Services Composition. Working Paper Composite
Information Systems Laboratory(CISL) #2011-07, Sloan School of Management, MIT,
Cambridge, MA.
Zhu, H. and Wu, H. (2011). Interoperability of XBRL Financial
Statements in the U.S. International Journal of E-Business Research, 7(2),
18-33.
Zhu, H. and Wu, H. (2011). Quality of Data Standards: Framework
and Illustration using XBRL Taxonomy and Instances. Electronic Markets,
21(2), 129-139.
Zhu, H., Ma, Y., and Su, G. (2011, December 3). Collaboratively
Assessing Information Quality on the Web. Working Paper presented
at the First ICIS sigIQ Workshop, Shanghai, China.
Zhu, H., and Wu, H. (2011, December 3). Interoperability
of Data Created using Extensible Data Standards. Working Paper
presented at the First ICIS sigIQ Workshop, Shanghai, China
Ma, Y., Zhu, H., Su, G. and Akhriza, T.M. (2011, December 3).
Hyperbolic Tree for Effective Visualization of Large Extensible Data Standards.
Paper presented at the First ICIS sigIQ Workshop, Shanghai, China.
2010
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Madnick, Stuart
E. and Lee, Y. W. (2010). Editors’ Comments: ACM Journal of
Data and Information Quality (JDIQ) is alive and well!. ACM Journal of
Data and Information Quality 2(1), 1-5.
Yao, Yurong, D.
M. Lee, and Lee, Y.W. (2010). Cost and Service Capability Considerations
on the Intention to Adopt Application Service Provision Services. Journal
of Database Management 21(3), 90-113.
Krieger, Michael M., Deputy CIO,
Office of the Army CIO/G6. (2010, July 14). Data -- A Force
Multiplier for Effective Decision Making. Keynote address, MIT
2010 IQ Industry Symposium, Cambridge, MA.
Bottega, J., Vice President and Chief
Data Officer, Federal Reserve Bank of New York. (2010, July 15).
Information Quality and the Financial Crisis. Keynote address,
MIT 2010 IQ Industry Symposium, Cambridge, MA.
Zhu, H., Wang, R. Y. (2010). Information Quality Framework
for Verifiable Intelligence Products. In Chan, Y. and Talley, T.
M. M. (Eds.), Data Engineering: International Series in Operations Research & Management
Science. New York: Springer.
2009
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Madnick, S.E., Wang, R.Y., Lee, Y.W., and Zhu, H. (2009). Overview
and Framework for Data and Information Quality Research. ACM Journal of
Data and Information Quality, 1(1), 1-22.
Bechtold, R., U.S. Army
Chief Data Officer, Office of the Army CIO/G6. (2009, July 15).
Transforming the Army Enterprise with High IQ. Keynote address,
MIT 2009 IQ Industry Symposium, Cambridge, MA.
Madnick, S.E.
and Lee, Y., (2009). Editors’ Comments: Where the JDIQ Articles
Come From: Incubating Research in an Emerging Field. ACM Journal of Data
and Information Quality 1(3), 1-5.
Madnick, S.E. and Lee, Y. (2009). Editorial Letter for the Special Issue on Data Quality in Databases
and Information Systems. ACM Journal of Data and Information Quality,
1(2), 1-2.
Naumann,
F. and Raschid, L. (2009). Editorial Letter for the Special
Issue on Data Quality in Databases and Information Systems. ACM Journal
of Data and Information Quality, 1(2), 1-2.
Madnick, S.E.
and Yang Lee, Y. (2009). Editorial for the Inaugural Issue of
the ACM Journal of Data and Information Quality (JDIQ). ACM Journal of
Data and Information Quality, 1(1), 1-6.
2008
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Schumacher, K., and Lee, Y. (2008). Heterogeneous Quality Information
in Healthcare Marketplace: A Stakeholder Perspective. In N. Wickramasinghe,
& E. Geisler (Eds.), Encyclopedia of Healthcare Information Systems (pp.
670-677).
2007
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Lee, Y., Chase, S., Fisher, J., Leinung, A., McDowell, D., Paradiso, M., Simons,
J., and Yarsawich, C. (2007, August). CEIP Maps: Context-embedded
Information Product Maps. Paper presented at the Thirteenth Americas
Conference on Information Systems (AMCIS), Key Stone, CO.
Lee, Y. W., Pierce, E., Talburt, J., Wang, R., and Zhu, H. (2007).
A Curriculum for a Master of Science in Information Quality. Journal of
Information Systems Education, 18(2), 233-240.
Shankaranarayanan, G. and Wang, R. (2007, November 9-11).
IPMAP: Research Status and Direction. Paper presented at the
12th International Conference on Information Quality, MIT, Cambridge, MA.
Ang, W.H., Deng, V.,
Lee, Y., Madnick, S.E., Mistree, Michael Siegel, Diane Strong, D., and Wang, R.Y.
(2007). The House of Security: Stakeholder Perceptions of Security
Assessment and Importance The FSTC Innovator (MIT Sloan School Working Paper
4662-07). FSTC Innovator: The Journal for Financial Services Technology Leaders,
1(1), 19024
Talburt, J., Wang, R., Hess, K., & Kuo, E. (2007). An algebraic approach to data
quality metrics for entity resolution over large datasets. In L. Al-Hakim (Ed.),
Information quality management: Theory and applications (pp. 1-22). Hershey, PA:
Idea Group Publishing. Extended version,
original published in ICIQ-2004 Proceedings.
2006
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Lee, Y.W., Pipino, L.L., Funk, J.D.,
Wang, R.Y. (2006). Journey to Data Quality.
Cambridge, MA: MIT Press.
Madnick, S.E. and Zhu, H. (2006). Improving Data Quality with
Effective Use of Data Semantics. Data and Knowledge Engineering 59(2),
460-475.
Ballou, D.P., Chengalur-Smith, I.N. and Wang, R.Y. (2006).
Sample-Based Quality Estimation of Query Results in Relational Database Environments.
IEEE Transactions on Knowledge and Data Engineering, 18(5), 639-650.
Fisher, C., Lauria, E.,
Chengular-Smith, S., Wang, R.Y. (2006).
Introduction to Information Quality. United Kingdom:
AuthorHouse.
2005
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Wang, R., Pierce, E.,
Madnick, S.E and Fisher, C. (Eds.). (2005). Information
Quality (Advances in Management Information Systems). Armonk,
NY: M.E. Sharpe.
2004
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Lee, Y.W. (2003-2004, Winter). Crafting Rules: Context-Reflective Data Quality Problem Solving.
Journal of Management Information Systems, 20(3), 93-119.
Wang, R. (2004, April). Data Quality: Theory in Practice.
(Executive summary)
Lee, Y.W., Pipino, L., Strong, D.M., and Wang, R.W. (2004, Jan-Mar).
Process Embedded Data Integrity. Journal of Database Management, 15(1),
87-103.
Davidson,
B., Lee, Y.L., and Wang, R.Y. (2004). Developing Data Production
Maps: Meeting Patient Discharge Submission Requirements. International
Journal of Healthcare Technology and Management, 6(2), 87-103.
Ballou, D., Madnick, S.E., and Wang, R.W. (2003-2004, Winter).
Special Section: Assuring Information Quality, Journal of Management Information
& Systems, 20(3), 9-11.
Lee, Y.W. and Strong, D.M.
(2003-2004, Winter). Knowing-Why About Data Processes and Data
Quality. Journal of Management Information & Systems 20(3),
13-39.
Madnick, S.E., Wang, R.Y., and Xian, X. (2003-2004, Winter).
The Design and Implementation of a Corporate Householding Knowledge Processor to
Improve Data Quality. Journal of Management Information & Systems,
20(3), 41-69.
Talburt, J., Kuo, E., Wang, R. & Hess, K. (2004). An algebraic approach to data
quality metrics for customer recognition. In S. Chengular-Smith, L Raschid, J.
Long, & C. Seko (Eds.), 9th International Conference on Information Quality (pp.
234-247). Cambridge, MA: MIT IQ Publishing.
2003
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Ganesan Shankaranarayanan, G., Ziad, M., and Wang, R. (2003, Oct-Dec).
Managing Data Quality in Dynamic Decision Environments: An Information Product Approach.
Journal of Database Management, 14(4), 14, 32
Yee, Y.W. and Strong, D.M. (2003, November 7-9). Process
Knowledge and Data Quality Outcomes. Paper presented at the Eighth
International Conference on Information Quality, MIT, Cambridge, MA.
Wang, R., Allen, T., Harris, W., and Madnick, S.E. (2003, March 8-15).
An Information Product Approach for Total Information Awareness.
Paper presented at the IEEE Aerospace Conference, Big Sky, MT.
Stuart
Madnick, S.E., Wang, R.Y., et al. (2003). Exemplifying Business
Opportunities From Corporate Household Research. [White Paper].
Madnick, S.E. and Wang,R.Y. (2003). MIT TDQM Research Initiative
on Corporate Householding.
2002
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Stuart E. Madnick,
Wang, R.Y., Zhang, W. (2002, November 8-10). A Framework
for Corporate Householding. Paper presented at the Seventh International
Conference on Information Quality, MIT, Cambridge, MA.
Lee, Y., Strong, D., Kahn, B.,
and Wang, R. (2002). AIMQ: A Methodology for Information Quality
Assessment. Information and Management, 40(2), 133-146.
Chung, W., Fisher,C.,
and Wang, R. (2002, November 8-10). What Skills Matter in
Data Quality? Paper presented at the Seventh International Conference
on Information Quality, MIT, Cambridge, MA.
Madnick, S.E.,
Wang, R.Y., and Zhang, W. (2002, November 8-10). Framework
for Corporate Householding. Paper presented at the Seventh International
Conference on Information Quality, MIT, Cambridge, MA.
Pipino, L., Lee, Y.,
Wang, R. (2002). Data Quality Assessment. Communications
of the ACM, 45(4), 211-218.
Kahn, B., Strong,
D., and Wang, R. (2002). Information Quality Benchmarks: Product
and Service Performance. Communications of the ACM, 45(4),
184-192.
2001
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Lee, Y., Allen,
T., and Wang, R. (2001, November 2-4). Information Products
for Remanufacturing: Tracing the Repair of an Aircraft Fuel-Pump.
Paper presented at the Sixth International Conference on Information Quaility, MIT,
Cambridge, MA.
Arie Segev, A., and
Wang, R. (2001, November 2-4). Data Quality Challenges in
Enabling eBusiness Transformation. Working paper presented at
the Sixth International Conference on Information Quaility, MIT, Cambridge, MA.
Madnick, S.,
Wang, R., Dravis, F., and Chen, X. (2001, November 2-4).
Improving the Quality of Corporate Household Data: Current Practices and Research
Directions. Paper presented at the Sixth International Conference
on Information Quaility, MIT, Cambridge, MA.
Wang, R.Y., Ziad, M., Lee, Y.W. (2001).
Data Quality. New York: Springer.
2000
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Shankaranarayanan, G.,
Wang, R., and Ziad, M. (2000, October 20-21). IP-MAP: Representing
the Manufacture of an Information Product. Paper presented at
the Fifth International Conference on Information Quaility, MIT, Cambridge, MA.
1999
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Huang, K.T., Lee, Y.W., Wang, R.Y.
(1999). Quality Information and Knowledge.
Upper Saddle River, New Jersey: Prentice Hall.
1998
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Funk, J., Lee, Y., and
Wang, R. (1998, October 23-25). Institutionalizing Information
Quality Practice: The S. C. Johnson Wax Case. Paper Presented
at the 1998 Conference on Information Quality, MIT, Cambridge, MA.
Storey, V. and Wang, R. (1998,
October 23-25). Modeling Quality Requirements in Conceptual
Database Design. Paper Presented at the 1998 Conference on Information
Quality, MIT, Cambridge, MA.
Wang, R., Lee, Y., Pipino,
L., and Strong, D. (1998, Summer). Manage Your Information
as a Product. Sloan Management Review, 39(4), 95-105. (Link
to Sloan Management Review)
Ballou, D., Wang,
R., Pazer, H. and Tayi, G.K. (1998, April). Modeling Information
Manufacturing Systems to Determine Information Product Quality. Management
Science, 44(4), 462-484.
Wang, R. Y. (1998, February). A Product Perspective on Total Data Quality Management.
Communications of the ACM, 41(2), 58-63.
Tayi, G.K. and Ballou,
Donald P. (1998, February). Examining Data Quality.
Communications of the ACM, 41(2), 54-57.
1997
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Kovac, R., Lee, Y., and
Pipino, L. (1997, October 24-26). Total Data Quality Management:
The Case of IRI, Information Quality. Paper presented at the
1997 Conference on Information Quality, MIT, Cambridge, MA.
Strong, D.,
Lee, Y., and Wang, R. (1997, August). 10 Potholes in the Road
to Information Quality. IEEE Computer, 30(8), 38-46.
Strong, D., Lee,
Y., and Wang, R. (1997, May). Data Quality in Context.
Communications of the ACM, 40(5), pp. 103-110.
1996
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Wand, Y., and Wang, R.
(1996, November). Anchoring Data Quality Dimensions in Ontological
Foundations. Communications of the ACM, 39(11), 86-95.
Wang, R. and Strong,
D. (1996, Spring). Beyond Accuracy: What Data Quality Means
to Data Consumers. Journal of Management Information Systems, 12(4),
5-33.
1995
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Wang, R., Storey, V.
and Firth, C. (1995, August). A Framework for Analysis of Data
Quality Research. Knowledge and Data Engineering, 7(4), 623-640.
Wang, R., Reddy, M., and Kon, H. (1995, March). Toward quality
data: An attribute-based approach. Journal of Decision Support Systems,
13(3-4), 349-372.
1993
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Wang, R., Reddy, M. and
Gupta, A. (1993, December). An Object-oriented Implementation
of Quality Data Products. Paper presented at the Workshop on
Information Technologies and Systems, Orland, FL.
Tu, S. and Wang, R. (1993,
December). Modeling Data Quality and Context through Extensions
of the ER Model. Paper presented at the Workshop on Information
Technologies and Systems, Orland, FL.
Wang, R., Kon, H. and Madnick,
S. (1993, April 19, 23). Data Quality Requirements Analysis
and Modeling. Proceedings of the Ninth International Conference
of Data Engineering, Vienna, Austria.
1990
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Wang, R. and Madnick
S. (1990, August). A Polygen Model for Heterogeneous Database
Systems: The Source Tagging Perspective. Paper Presented at the
Sixteenth International Conference on Very large Databases, Brisbane, Australia.
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