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 (New Jersey Institute of Technology)
- 2. Md Mouinul Islam (New Jersey Institute of Technology)
- 3. Baruch Schieber (New Jersey Institute of Technology)
- 4. Senjuti Basu Roy (New Jersey Institute of Technology)
BibTeX Citation
@inproceedings{wei_sigmod22,
title = {{Rank Aggregation with Proportionate Fairness}},
author = {Wei, Dong and Islam, Md Mouinul and Schieber, Baruch and Roy, Senjuti Basu},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3517865},
url = {https://dl.acm.org/doi/10.1145/3514221.3517865},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,018 | Fairness in Preference Queries: Social Choice Theories Meet Data Management | 2024 | VLDB | 5.4061498e-05 |
| 9,397 | Satisfying Complex Top-k Fairness Constraints by Preference Substitutions | 2023 | VLDB | 5.1849689e-05 |
| 10,032 | Maximizing Fair Content Spread via Edge Suggestion in Social Networks | 2022 | VLDB | 5.0925155e-05 |
| 10,985 | CoBLOC - Continuous Block Level Fairness on Data Streams | 2026 | VLDB | 4.9793485e-05 |
| 11,711 | Prerequisite-driven Fair Clustering on Heterogeneous Information Networks | 2023 | SIGMOD | 4.9793485e-05 |
| 11,733 | Equitable Top-k Results for Long Tail Data | 2023 | SIGMOD | 4.9793485e-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 |
|---|---|---|---|---|
| 1,379 | Designing Fair Ranking Schemes | 2019 | SIGMOD | 0.0001086418 |
| 6,850 | Rank aggregation with ties: Experiments and Analysis | 2015 | VLDB | 5.6654235e-05 |
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