Rank Aggregation with Proportionate Fairness
Summary: Rank aggregation under proportionate fairness (RAPF) for non-binary protected groups using Kemeny distance; IPF subproblem under Kendall-Tau. Binary attributes: greedy exact IPF; multi-valued: ExactMV-IPF optimal, ApproxMV-IPF 2-approx. RandAlgRAPF/AlgRAPF yield 2+ IPF-approx. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dong Wei
- 2. Md Mouinul Islam
- 3. Baruch Schieber
- 4. Senjuti Basu Roy
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,972 | Satisfying Complex Top-k Fairness Constraints by Preference Substitutions | 2023 | VLDB | 4.4187185e-05 |
| 9,241 | Fairness in Preference Queries: Social Choice Theories Meet Data Management | 2024 | VLDB | 4.3690661e-05 |
| 9,712 | Maximizing Fair Content Spread via Edge Suggestion in Social Networks | 2022 | VLDB | 4.299267e-05 |
| 11,193 | Prerequisite-driven Fair Clustering on Heterogeneous Information Networks | 2023 | SIGMOD | 4.1945683e-05 |
| 11,218 | Equitable Top-k Results for Long Tail Data | 2023 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,597 | Designing Fair Ranking Schemes | 2019 | SIGMOD | 0.00011209846 |
| 5,700 | Rank aggregation with ties: Experiments and Analysis | 2015 | VLDB | 5.365274e-05 |
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| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
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| 9,246 | Happiness Maximizing Sets under Group Fairness Constraints | 2023 | VLDB | 4.3690661e-05 |
| 4,918 | Top-k Sorting Under Partial Order Information | 2018 | SIGMOD | 5.8282325e-05 |
| 1,609 | A Unified Approach to Ranking in Probabilistic Databases | 2009 | VLDB | 0.00011150935 |
| 9,241 | Fairness in Preference Queries: Social Choice Theories Meet Data Management | 2024 | VLDB | 4.3690661e-05 |
| 5,700 | Rank aggregation with ties: Experiments and Analysis | 2015 | VLDB | 5.365274e-05 |
| 11,218 | Equitable Top-k Results for Long Tail Data | 2023 | SIGMOD | 4.1945683e-05 |
| 2,385 | Comparing and Aggregating Rankings with Ties | 2004 | PODS | 8.9247846e-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 |