Satisfying Complex Top-k Fairness Constraints by Preference Substitutions
Summary: Margin-finding for top-k under complex proportionate fairness via single-ballot substitutions: minimize vote reassignments to satisfy group-quota constraints across binary/multivalued and multi-attribute protected settings. Characterizes complexity, designs algorithms with provable guarantees, and validates scalability on real datasets. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Md. Mouinul Islam
- 2. Dong Wei
- 3. Baruch Schieber
- 4. Senjuti Basu Roy
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,660 | Query Refinement for Diverse Top-k Selection | 2024 | SIGMOD | 5.3859487e-05 |
| 9,248 | Fairness in Preference Queries: Social Choice Theories Meet Data Management | 2024 | VLDB | 4.3648789e-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 |
|---|---|---|---|---|
| 1,577 | Designing Fair Ranking Schemes | 2019 | SIGMOD | 0.00011276814 |
| 3,561 | Location-Aware Type Ahead Search on Spatial Databases: Semantics and Efficiency | 2011 | SIGMOD | 6.9693906e-05 |
| 3,804 | Group Recommendation: Semantics and Efficiency | 2009 | VLDB | 6.7487709e-05 |
| 4,580 | Crowdsourced Top-k Algorithms: An Experimental Evaluation | 2016 | VLDB | 6.0646299e-05 |
| 7,425 | Rank Aggregation with Proportionate Fairness | 2022 | SIGMOD | 4.7292787e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,839 | Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals | 2023 | VLDB | 5.3073497e-05 |
| 4,922 | Top-k Sorting Under Partial Order Information | 2018 | SIGMOD | 5.8226327e-05 |
| 12,359 | A Fair Assignment Algorithm for Multiple Preference Queries | 2009 | VLDB | 4.1905499e-05 |
| 9,711 | Maximizing Fair Content Spread via Edge Suggestion in Social Networks | 2022 | VLDB | 4.2951473e-05 |
| 10,964 | Faster Algorithms for Fair Max-Min Diversification in Rd | 2024 | SIGMOD | 4.1905499e-05 |
| 9,253 | Happiness Maximizing Sets under Group Fairness Constraints | 2023 | VLDB | 4.3648789e-05 |
| 1,577 | Designing Fair Ranking Schemes | 2019 | SIGMOD | 0.00011276814 |
| 9,248 | Fairness in Preference Queries: Social Choice Theories Meet Data Management | 2024 | VLDB | 4.3648789e-05 |
| 11,220 | Equitable Top-k Results for Long Tail Data | 2023 | SIGMOD | 4.1905499e-05 |
| 7,425 | Rank Aggregation with Proportionate Fairness | 2022 | SIGMOD | 4.7292787e-05 |