Accommodating Exceptions In Databases, And Refining The Schema By Learning From Them
Summary: Accommodate exceptional information—data that violate schema constraints—without reworking the database system. Proposes a learning-based DBA assistant that generalizes from observed exceptions to refine integrity constraints and schema definitions, enabling flexible schema evolution. (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 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 25 | Dependency Inference (Extended Abstract) | 1987 | VLDB | 0.00083101742 |
| 12,933 | NON-MONOTONIC KNOWLEDGE EVOLUTION IN VLKDBs | 1990 | VLDB | 4.1945683e-05 |
| 12,965 | Management Of Complex Objects As Dynamic Forms | 1988 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12 | The Functional Data Model and the Data Language DAPLEX | 1979 | SIGMOD | 0.0011248121 |
| 1,068 | Storage and Access Structures to Support a Semantic Data Model | 1982 | VLDB | 0.00014323478 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 556 | On the Semantics of Updates in Databases | 1983 | PODS | 0.00020249905 |
| 942 | A Formal Approach to Finding Explanations for Database Queries | 2014 | SIGMOD | 0.00015155714 |
| 12,800 | Enhancing Database Correctness: A Statistical Approach | 1995 | SIGMOD | 4.1945683e-05 |
| 3,921 | On the Complexity of Deriving Schema Mappings from Database Instances | 2008 | PODS | 6.6301252e-05 |
| 11,366 | Statistical Schema Learning using Occam's Razor | 2022 | SIGMOD | 4.1945683e-05 |
| 201 | Active Databases as a Paradigm for Enhanced Computing Environments | 1983 | VLDB | 0.00034943762 |
| 3,818 | Embedded Functional Dependencies and Data-completeness Tailored Database Design | 2019 | VLDB | 6.7300958e-05 |
| 2,283 | Knowledge-based Integrity Constraint Validation | 1986 | VLDB | 9.105984e-05 |
| 1,065 | Data-Driven Understanding and Refinement of Schema Mappings | 2001 | SIGMOD | 0.00014338146 |
| 9,851 | Adaptive Schema Databases | 2017 | CIDR | 4.2721228e-05 |