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MithraRanking: A System for Responsible Ranking Design

Summary: MithraRanking helps users pick weights for multi-criteria rankings within an acceptable region, aiming for stable, fair results. Focuses on responsible ranking design by formalizing stability and fairness guiding weight selection within boundaries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h3fa1b76dc027f0b6
Venue
SIGMOD
Year
2019
Pagerank
5.208561e-05
Overall Rank
9,120 | 38.87%
DOI
10.1145/3299869.3320244

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{guan_sigmod19,
        title = {{MithraRanking: A System for Responsible Ranking Design}},
        author = {Guan, Yifan and Asudeh, Abolfazl and Mayuram, Pranav and Jagadish, H. V. and Stoyanovich, Julia and Miklau, Gerome and Das, Gautam},
        series = {{SIGMOD} '19},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3299869.3320244},
        url = {https://dl.acm.org/doi/10.1145/3299869.3320244},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
4,886 On Detecting Cherry-picked Trendlines 2020 VLDB 6.355165e-05
5,752 Tailoring Data Source Distributions for Fairness-aware Data Integration 2021 VLDB 5.9890389e-05
6,984 Fairly Evaluating and Scoring Items in a Data Set 2020 VLDB 5.6117769e-05
7,513 Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes 2021 SIGMOD 5.4906303e-05
10,553 Local Stability of Rankings 2026 SIGMOD 4.9605343e-05
11,574 FairHash: A Fair and Memory/Time-efficient Hashmap 2024 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
1,385 Designing Fair Ranking Schemes 2019 SIGMOD 0.00010823535
5,624 On Obtaining Stable Rankings 2019 VLDB 6.0456849e-05
6,709 A Nutritional Label for Rankings 2018 SIGMOD 5.6855354e-05
12,425 Query Reranking As A Service 2016 VLDB 4.9605343e-05
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