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)

Paper ID: 6379
Venue: SIGMOD
Year: 2022
Pagerank: 5.614576e-05
Overall Rank: 7,449 | 48.90%
DOI: 10.1145/3514221.3517865

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 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,220	Satisfying Complex Top-k Fairness Constraints by Preference Substitutions	2023	VLDB	5.3039758e-05
9,389	Fairness in Preference Queries: Social Choice Theories Meet Data Management	2024	VLDB	5.2755515e-05
9,848	Maximizing Fair Content Spread via Edge Suggestion in Social Networks	2022	VLDB	5.2094004e-05
11,396	Prerequisite-driven Fair Clustering on Heterogeneous Information Networks	2023	SIGMOD	5.093636e-05
11,419	Equitable Top-k Results for Long Tail Data	2023	SIGMOD	5.093636e-05

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	0.00010246472
6,717	Rank aggregation with ties: Experiments and Analysis	2015	VLDB	5.795458e-05

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