OLAP over Imprecise Data with Domain Constraints
Summary: OLAP over imprecise data with domain constraints; a simple constraint language and formal framework for constraint-aware query answering. Efficient OLAP from fact marginals D*; uses a constraint-hypergraph to exploit space regularities and construct D*, validated by real and synthetic experiments. (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 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 321 | MCDB: A Monte Carlo Approach to Managing Uncertain Data | 2008 | SIGMOD | 0.00027527389 |
| 2,048 | Graph Cube: On Warehousing and OLAP Multidimensional Networks | 2011 | SIGMOD | 9.6914395e-05 |
| 5,987 | Sampling Cube: A Framework for Statistical OLAP Over Sampling Data | 2008 | SIGMOD | 5.2432535e-05 |
| 6,959 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 4.8857059e-05 |
| 12,378 | Query Answering Techniques on Uncertain and Probabilistic Data | 2008 | SIGMOD | 4.1945683e-05 |
| 12,406 | Systems Aspects of Probabilistic Data Management | 2008 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 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 | 0.00057857292 |
| 149 | Trio: A System for Integrated Management of Data, Accuracy, and Lineage | 2005 | CIDR | 0.00041101118 |
| 528 | Database Relations with Null Values (Extended Abstract) | 1982 | PODS | 0.0002084153 |
| 760 | Creating Probabilistic Databases from Information Extraction Models | 2006 | VLDB | 0.00017053935 |
| 1,722 | Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach | 2007 | VLDB | 0.00010757784 |
| 2,268 | OLAP Over Uncertain and Imprecise Data | 2005 | VLDB | 9.1497575e-05 |
| 2,675 | A Performance Study Of Transitive Closure Algorithms | 1994 | SIGMOD | 8.3315228e-05 |
| 2,769 | On The Integrity Of Databases With Incomplete Information | 1986 | PODS | 8.1450304e-05 |
| 5,674 | Efficient Allocation Algorithms for OLAP over Imprecise Data | 2006 | VLDB | 5.377195e-05 |
| 5,694 | OLAP Dimension Constraints | 2002 | PODS | 5.3682155e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,277 | Efficient Query Repair for Aggregate Constraints | 2026 | VLDB | 4.1945683e-05 |
| 7,941 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.613363e-05 |
| 6,079 | Querying Uncertain Data with Aggregate Constraints | 2011 | SIGMOD | 5.2223439e-05 |
| 767 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00016981309 |
| 4,723 | Exact and Approximate Aggregation in Constraint Query Languages | 1999 | PODS | 5.9714196e-05 |
| 6,959 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 4.8857059e-05 |
| 4,796 | Extending Practical Pre-Aggregation in On-Line Analytical Processing | 1999 | VLDB | 5.9152598e-05 |
| 5,694 | OLAP Dimension Constraints | 2002 | PODS | 5.3682155e-05 |
| 5,674 | Efficient Allocation Algorithms for OLAP over Imprecise Data | 2006 | VLDB | 5.377195e-05 |
| 2,268 | OLAP Over Uncertain and Imprecise Data | 2005 | VLDB | 9.1497575e-05 |