Querying Probabilistic Preferences in Databases
Summary: Embed probabilistic preference symbols in relational schemas, representing each preference as distributions like RIM/Mallows to model uncertain binary preferences in PDBs. Reduce CQ evaluation to a new inference problem over RIM, prove complexity bounds and give a polynomial‑data solver. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Batya Kenig
- 2. Benny Kimelfeld
- 3. Haoyue Ping
- 4. Julia Stoyanovich
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,537 | A Query Engine for Probabilistic Preferences | 2018 | SIGMOD | 4.4893996e-05 |
| 11,333 | The Gibbs–Rand Model | 2022 | PODS | 4.1905499e-05 |
| 11,647 | Query Evaluation in Election Databases | 2019 | PODS | 4.1905499e-05 |
| 13,194 | Most Expected Winner: An Interpretation of Winners over Uncertain Voter Preferences | 2023 | SIGMOD | - |
| 13,294 | Supporting Hard Queries over Probabilistic Preferences | 2020 | VLDB | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 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 |
| 4,804 | A System for Management and Analysis of Preference Data | 2014 | VLDB | 5.906327e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,269 | The Dichotomy of Conjunctive Queries on Probabilistic Structures | 2007 | PODS | 0.00012911894 |
| 572 | The Complexity of Query Reliability | 1998 | PODS | 0.00019888988 |
| 4,722 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB | 5.9646931e-05 |
| 3,547 | Optimizing MPF Queries: Decision Support and Probabilistic Inference | 2007 | SIGMOD | 6.9810773e-05 |
| 837 | The reliability of queries (Extended Abstract) | 1995 | PODS | 0.0001603297 |
| 7,162 | Probabilistic Query Evaluation: The Combined FPRAS Landscape | 2023 | PODS | 4.8085863e-05 |
| 7,604 | Conjunctive Queries on Probabilistic Graphs: Combined Complexity | 2017 | PODS | 4.6944524e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 13,294 | Supporting Hard Queries over Probabilistic Preferences | 2020 | VLDB | - |
| 8,537 | A Query Engine for Probabilistic Preferences | 2018 | SIGMOD | 4.4893996e-05 |