Explaining Monotonic Ranking Functions
Summary: Proposes participation metrics for monotone rankings to quantify each parameter's contribution and enable explainability. Adds diversity and disparity metrics to gauge diversity against data distribution, evaluated on synthetic data and real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Abraham Gale
- 2. Amélie Marian
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,538 | Ranking Indicator Discovery from Very Large Knowledge Graphs | 2025 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 7 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015496097 |
| 1,597 | Designing Fair Ranking Schemes | 2019 | SIGMOD | 0.00011209846 |
| 3,014 | Ranking with Uncertain Scoring Functions: Semantics and Sensitivity Measures | 2011 | SIGMOD | 7.70946e-05 |
| 7,191 | A Nutritional Label for Rankings | 2018 | SIGMOD | 4.8049534e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,826 | Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals | 2023 | VLDB | 5.3124507e-05 |
| 4,095 | Ranking Continuous Probabilistic Datasets | 2010 | VLDB | 6.4556768e-05 |
| 7,632 | Rank Aggregation with Proportionate Fairness | 2022 | SIGMOD | 4.6915165e-05 |
| 1,609 | A Unified Approach to Ranking in Probabilistic Databases | 2009 | VLDB | 0.00011150935 |
| 7,009 | Understanding local structure in ranked datasets | 2013 | CIDR | 4.8637193e-05 |
| 5,555 | On Obtaining Stable Rankings | 2019 | VLDB | 5.4386174e-05 |
| 7,191 | A Nutritional Label for Rankings | 2018 | SIGMOD | 4.8049534e-05 |
| 13,119 | ShaRP: Explaining Rankings and Preferences with Shapley Values | 2025 | VLDB | - |
| 3,014 | Ranking with Uncertain Scoring Functions: Semantics and Sensitivity Measures | 2011 | SIGMOD | 7.70946e-05 |
| 1,597 | Designing Fair Ranking Schemes | 2019 | SIGMOD | 0.00011209846 |