Answering Imprecise Queries over Web Databases
Summary: AIMQ is a domain- and user-independent system for answering imprecise conjunctive queries over autonomous web databases. It tightens constraints into a bound base query, then relaxes to fetch extra similar tuples and ranks by similarity without metrics. (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 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,549 | Query Processing over Incomplete Autonomous Databases | 2007 | VLDB | 5.4428494e-05 |
| 12,152 | Generating Exact- and Ranked Partially-Matched Answers to Questions in Advertisements | 2012 | VLDB | 4.1945683e-05 |
| 12,230 | ONDUX: On-Demand Unsupervised Learning for Information Extraction | 2010 | SIGMOD | 4.1945683e-05 |
| 12,426 | QUIC: Handling Query Imprecision & Data Incompleteness in Autonomous Databases | 2007 | CIDR | 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 |
|---|---|---|---|---|
| 186 | Proximity Search in Databases | 1998 | VLDB | 0.00036215179 |
| 1,336 | Clustering Categorical Data: An Approach Based on Dynamical Systems | 1998 | VLDB | 0.00012498064 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 6,739 | Benchmarking Approximate Consistent Query Answering | 2021 | PODS | 4.9449088e-05 |
| 7,941 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.613363e-05 |
| 3,661 | Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity | 2019 | VLDB | 6.8689912e-05 |
| 9,351 | On Efficient Approximate Queries over Machine Learning Models | 2023 | VLDB | 4.3524472e-05 |
| 12,695 | Approximate Query Translation Across Heterogeneous Information Sources | 2000 | VLDB | 4.1945683e-05 |
| 1,697 | A Probabilistic Framework for Vague Queries and Imprecise Information in Databases | 1990 | VLDB | 0.00010873473 |
| 6,713 | Query Relaxation Using Malleable Schemas | 2007 | SIGMOD | 4.951387e-05 |
| 5,549 | Query Processing over Incomplete Autonomous Databases | 2007 | VLDB | 5.4428494e-05 |
| 12,426 | QUIC: Handling Query Imprecision & Data Incompleteness in Autonomous Databases | 2007 | CIDR | 4.1945683e-05 |