The Need for Data Quality
Summary: Treats data as a key corporate asset and notes pervasive flaws from governance gaps, poor acquisition/update, many DBs, and duplicate data. Advocates asset-centric theories, measurement metrics, balanced architectures, process-simulation, and co-designed information systems to reduce data errors by 97%. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,881 | The Voice of the Customer: Innovative and Useful Research Directions | 1993 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,355 | Information Theory For Data Management | 2009 | VLDB | 4.1945683e-05 |
| 7,013 | Qualitative Data Cleaning | 2016 | VLDB | 4.8619024e-05 |
| 3,360 | Modeling and Querying Possible Repairs in Duplicate Detection | 2009 | VLDB | 7.1742067e-05 |
| 1,612 | Detecting Data Errors: Where are we and what needs to be done? | 2016 | VLDB | 0.00011142794 |
| 560 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.00020141923 |
| 11,895 | Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration | 2015 | CIDR | 4.1945683e-05 |
| 3,170 | Quality-driven Integration of Heterogeneous Information Systems | 1999 | VLDB | 7.4482367e-05 |
| 13,807 | Data Quality in Cooperative Information Systems | 2002 | VLDB | - |
| 623 | Improving Data Quality: Consistency and Accuracy | 2007 | VLDB | 0.00018996374 |
| 507 | Data Quality and Data Cleaning: An Overview | 2003 | SIGMOD | 0.00021473263 |