Rank Centrality: Ranking from Pairwise Comparisons

@article{Negahban2017RankCR,
  title={Rank Centrality: Ranking from Pairwise Comparisons},
  author={Sahand Negahban and Sewoong Oh and Devavrat Shah},
  journal={Operations Research},
  year={2017},
  volume={65},
  pages={266-287}
}
The question of aggregating pairwise comparisons to obtain a global ranking over a collection of objects has been of interest for a very long time: be it ranking of online gamers (e.g. MSR’s TrueSkill system) and chess players, aggregating social opinions, or deciding which product to sell based on transactions. In most settings, in addition to obtaining a ranking, finding ‘scores’ for each object (e.g. player’s rating) is of interest for understanding the intensity of the preferences. In this… CONTINUE READING
Highly Cited
This paper has 71 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 48 extracted citations

Accelerated Spectral Ranking

View 18 Excerpts
Highly Influenced

Randomized Kaczmarz for rank aggregation from pairwise comparisons

2016 IEEE Information Theory Workshop (ITW) • 2016
View 5 Excerpts
Highly Influenced

Top-K ranking: An information-theoretic perspective

2015 IEEE Information Theory Workshop - Fall (ITW) • 2015
View 5 Excerpts
Highly Influenced

72 Citations

0204020152016201720182019
Citations per Year
Semantic Scholar estimates that this publication has 72 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 33 references

equal standard deviations and equal correlations

S. Negahban, M. J. Wainwright
2012
View 5 Excerpts
Highly Influenced

Industrial and Applied Mathematics, 564–572

N. Ailon, M. Charikar, A. Newman
Ailon, N • 2010
View 4 Excerpts
Highly Influenced

Information and accuracy attainable in the estimation of statistical parameters

C R.
Proceedings of The 31st International Conference on Machine Learning • 1945
View 12 Excerpts
Highly Influenced

Selection in the Presence of Noise

View 3 Excerpts
Highly Influenced

Spectral ranking

Network Science • 2016
View 2 Excerpts

Ranking: Compare, don't score

2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) • 2011

Similar Papers

Loading similar papers…