Foundations of Uncertain-Data Integration
Summary: Extends LAV data integration to uncertain sources, with two settings and a containment framework using views over a mediated uncertain database. Proves global consistency-checking is intractable, identifies a polynomial case, and defines correct answers for uncertain LAV rather than traditional certain answers. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Parag Agrawal
- 2. Anish Das Sarma
- 3. Jeffrey Ullman
- 4. Jennifer Widom
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,144 | Scalable Query Rewriting: A Graph-Based Approach | 2011 | SIGMOD | 5.6597671e-05 |
| 7,944 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.6089395e-05 |
| 8,256 | Counting Problems over Incomplete Databases | 2020 | PODS | 4.5440379e-05 |
| 9,044 | Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data | 2023 | VLDB | 4.3997447e-05 |
| 10,653 | OpenForge: Probabilistic Metadata Integration | 2025 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 103 | ULDBs: Databases with Uncertainty and Lineage | 2006 | VLDB | 0.00049520051 |
| 149 | Trio: A System for Integrated Management of Data, Accuracy, and Lineage | 2005 | CIDR | 0.00041085859 |
| 702 | MYSTIQ: A system for finding more answers by using probabilities | 2005 | SIGMOD | 0.00017848789 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 823 | On the Representation and Querying of Sets of Possible Worlds | 1987 | SIGMOD | 0.00016225326 |
| 889 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00015548507 |
| 1,292 | Using Probabilistic Information in Data Integration | 1997 | VLDB | 0.0001275375 |
| 1,702 | U-DBMS: A Database System for Managing Constantly-Evolving Data | 2005 | VLDB | 0.00010821682 |
| 1,862 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010292134 |
| 2,593 | Answering Queries from Statistics and Probabilistic Views | 2005 | VLDB | 8.4758322e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,339 | Local Transformations and Conjunctive-Query Equivalence | 2012 | PODS | 4.351469e-05 |
| 8,265 | Checking Consistency of Database Constraints: a Logical Basis | 1986 | VLDB | 4.5412367e-05 |
| 12,020 | Certain Query Answering in Partially Consistent Databases | 2014 | VLDB | 4.1905499e-05 |
| 49 | Consistent Query Answers in Inconsistent Databases | 1999 | PODS | 0.00067607389 |
| 7,944 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.6089395e-05 |
| 4,809 | Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers | 2019 | SIGMOD | 5.9035874e-05 |
| 1,101 | On the Decidability and Complexity of Query Answering over Inconsistent and Incomplete Databases | 2003 | PODS | 0.00014037952 |
| 8,769 | New Directions For Uncertainty Reasoning In Deductive Databases | 1991 | SIGMOD | 4.4520434e-05 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 2,593 | Answering Queries from Statistics and Probabilistic Views | 2005 | VLDB | 8.4758322e-05 |