Fairness in Preference Queries: Social Choice Theories Meet Data Management
Summary: Applies social choice methods to preference queries at scale, comparing elicitation models and aggregators (Kemeny, Borda, STV/IRV) and outputs (full orders, top‑k). Surveys fairness fixes—input/output repairs and metrics—and pinpoints scalability, elicitation‑aware fairness, and algorithmic/complexity gaps for future DB research. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Senjuti Basu Roy
- 2. Baruch Schieber
- 3. Nimrod Talmon
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,223 | On Fair Epsilon Net and Geometric Hitting Set | 2026 | VLDB | 4.1945683e-05 |
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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 |
|---|---|---|---|---|
| 3,802 | Group Recommendation: Semantics and Efficiency | 2009 | VLDB | 6.7552492e-05 |
| 6,427 | From Group Recommendations to Group Formation | 2015 | SIGMOD | 5.0670573e-05 |
| 7,632 | Rank Aggregation with Proportionate Fairness | 2022 | SIGMOD | 4.6915165e-05 |
| 8,972 | Satisfying Complex Top-k Fairness Constraints by Preference Substitutions | 2023 | VLDB | 4.4187185e-05 |
| 11,218 | Equitable Top-k Results for Long Tail Data | 2023 | SIGMOD | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,685 | Fairly Evaluating and Scoring Items in a Data Set | 2020 | VLDB | 4.6788921e-05 |
| 7,046 | Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification | 2022 | SIGMOD | 4.8525913e-05 |
| 5,409 | Operationalizing Individual Fairness with Pairwise Fair Representations | 2020 | VLDB | 5.5236357e-05 |
| 11,218 | Equitable Top-k Results for Long Tail Data | 2023 | SIGMOD | 4.1945683e-05 |
| 6,467 | Tailoring Data Source Distributions for Fairness-aware Data Integration | 2021 | VLDB | 5.0528156e-05 |
| 4,803 | A System for Management and Analysis of Preference Data | 2014 | VLDB | 5.9107061e-05 |
| 4,564 | Learning User Preferences By Adaptive Pairwise Comparison | 2015 | VLDB | 6.0819005e-05 |
| 7,632 | Rank Aggregation with Proportionate Fairness | 2022 | SIGMOD | 4.6915165e-05 |
| 1,597 | Designing Fair Ranking Schemes | 2019 | SIGMOD | 0.00011209846 |
| 8,972 | Satisfying Complex Top-k Fairness Constraints by Preference Substitutions | 2023 | VLDB | 4.4187185e-05 |