A Query Engine for Probabilistic Preferences
Summary: Practical query engine for probabilistic preferences in relational data, supporting Repeated Insertion Model (RIM), a Mallows generalization. Novel conjunctive-query inference for RIM with shared computation, outperforming state-of-the-art solvers and delivering clear practical gains in experiments. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Uzi Cohen
- 2. Batya Kenig
- 3. Haoyue Ping
- 4. Benny Kimelfeld
- 5. Julia Stoyanovich
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,333 | The Gibbs–Rand Model | 2022 | PODS | 4.1905499e-05 |
| 11,647 | Query Evaluation in Election Databases | 2019 | PODS | 4.1905499e-05 |
| 13,294 | Supporting Hard Queries over Probabilistic Preferences | 2020 | VLDB | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 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 |
| 706 | Foundations of Preferences in Database Systems | 2002 | VLDB | 0.00017777858 |
| 1,197 | The LLUNATIC Data-Cleaning Framework | 2013 | VLDB | 0.00013373177 |
| 4,804 | A System for Management and Analysis of Preference Data | 2014 | VLDB | 5.906327e-05 |
| 8,539 | Querying Probabilistic Preferences in Databases | 2017 | PODS | 4.4893996e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,439 | Approximating Predicates and Expressive Queries on Probabilistic Databases | 2008 | PODS | 6.1806955e-05 |
| 1,996 | Probabilistic Ranking of Database Query Results | 2004 | VLDB | 9.8374939e-05 |
| 373 | Selectivity Estimation using Probabilistic Models | 2001 | SIGMOD | 0.00025354685 |
| 6,167 | Approximate Lifted Inference with Probabilistic Databases | 2015 | VLDB | 5.1725053e-05 |
| 7,162 | Probabilistic Query Evaluation: The Combined FPRAS Landscape | 2023 | PODS | 4.8085863e-05 |
| 4,722 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB | 5.9646931e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 3,547 | Optimizing MPF Queries: Decision Support and Probabilistic Inference | 2007 | SIGMOD | 6.9810773e-05 |
| 13,294 | Supporting Hard Queries over Probabilistic Preferences | 2020 | VLDB | - |
| 8,539 | Querying Probabilistic Preferences in Databases | 2017 | PODS | 4.4893996e-05 |