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A Nutritional Label for Rankings

Summary: Ranking Facts is a web-based demo that generates a nutritional label for rankings to convey fairness, stability, and transparency. Visual widgets showcase current fairness, stability, and transparency research on real data (college rankings, criminal risk, finance) to expose methodology and outputs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5591
Venue
SIGMOD
Year
2018
Pagerank
5.8364579e-05
Overall Rank
6,577 | 54.88%
DOI
10.1145/3183713.3193568

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{yang_sigmod18,
        title = {{A Nutritional Label for Rankings}},
        author = {Yang, Ke and Stoyanovich, Julia and Asudeh, Abolfazl and Howe, Bill and Jagadish, HV and Miklau, Gerome},
        series = {{SIGMOD} '18},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3183713.3193568},
        url = {https://dl.acm.org/doi/10.1145/3183713.3193568},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
1,340 Responsible Data Management 2020 VLDB 0.00011111667
5,465 On Obtaining Stable Rankings 2019 VLDB 6.2075408e-05
6,507 Explaining Monotonic Ranking Functions 2021 VLDB 5.8576814e-05
7,367 Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes 2021 SIGMOD 5.6319194e-05
7,566 Panel: A Debate on Data and Algorithmic Ethics 2018 VLDB 5.5957178e-05
8,930 MithraRanking: A System for Responsible Ranking Design 2019 SIGMOD 5.3483178e-05
10,263 Local Stability of Rankings 2026 SIGMOD 5.093636e-05
13,324 ShaRP: Explaining Rankings and Preferences with Shapley Values 2025 VLDB -
13,484 COUNTATA: Dataset Labeling Using Pattern Counts 2020 VLDB -
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Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank Cited Paper Year Venue Pagerank
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