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Fairness-Aware PageRank

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References

2021A Survey on Bias and Fairness in Machine Learning5,798 cited
2012Fairness through awareness3,501 cited
2005The political blogosphere and the 2004 U.S. election2,611 cited
2015Certifying and Removing Disparate Impact1,827 cited
2018Fairness of Exposure in Rankings607 cited
2019A comparative study of fairness-enhancing interventions in machine learning601 cited
2017FA*IR497 cited
2017Measuring Fairness in Ranked Outputs378 cited
2019Fairness in Recommendation Ranking through Pairwise Comparisons369 cited
2018Equity of Attention337 cited
2019Fairwalk: Towards Fair Graph Embedding163 cited
2020InFoRM: Individual Fairness on Graph Mining113 cited
2018Algorithmic Glass Ceiling in Social Networks90 cited
2020Bursting the Filter Bubble: Fairness-Aware Network Link Prediction82 cited

Cited by

2024FairSNA: Algorithmic Fairness in Social Network Analysis33 cited
2025Fairness amidst non‐IID graph data: A literature review29 cited

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2021Fair Graph Mining22 cited

2021Fairness in Rankings and Recommenders: Models, Methods and Research Directions18 cited

2021Fairness-aware Methods in Rankings and Recommenders18 cited