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 |
|---|---|---|---|---|
| 11,331 | The Gibbs–Rand Model | 2022 | PODS | 4.1945683e-05 |
| 11,643 | Query Evaluation in Election Databases | 2019 | PODS | 4.1945683e-05 |
| 13,281 | Supporting Hard Queries over Probabilistic Preferences | 2020 | VLDB | - |
Previous
Page 1 / 1
Next
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 | 0.00057857292 |
| 707 | Foundations of Preferences in Database Systems | 2002 | VLDB | 0.00017782998 |
| 1,197 | The LLUNATIC Data-Cleaning Framework | 2013 | VLDB | 0.00013390321 |
| 4,803 | A System for Management and Analysis of Preference Data | 2014 | VLDB | 5.9107061e-05 |
| 8,541 | Querying Probabilistic Preferences in Databases | 2017 | PODS | 4.4937074e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,442 | Approximating Predicates and Expressive Queries on Probabilistic Databases | 2008 | PODS | 6.186154e-05 |
| 1,992 | Probabilistic Ranking of Database Query Results | 2004 | VLDB | 9.8462684e-05 |
| 372 | Selectivity Estimation using Probabilistic Models | 2001 | SIGMOD | 0.00025354779 |
| 6,169 | Approximate Lifted Inference with Probabilistic Databases | 2015 | VLDB | 5.1716068e-05 |
| 7,163 | Probabilistic Query Evaluation: The Combined FPRAS Landscape | 2023 | PODS | 4.8132033e-05 |
| 4,720 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB | 5.973811e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 3,549 | Optimizing MPF Queries: Decision Support and Probabilistic Inference | 2007 | SIGMOD | 6.9858057e-05 |
| 13,281 | Supporting Hard Queries over Probabilistic Preferences | 2020 | VLDB | - |
| 8,541 | Querying Probabilistic Preferences in Databases | 2017 | PODS | 4.4937074e-05 |