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Plackett-Luceov model×Metode agregacije rangova×
OblastDonošenje odlukaDonošenje odluka
PorodicaRegression modelMachine learning
Godina nastanka19752001
TvoracRobin Plackett; R. Duncan LuceDwork, Kumar, Naor & Sivakumar
TipProbabilistic ranking modelCombinatorial ranking method
Temeljni izvorPlackett, R. L. (1975). The analysis of permutations. Journal of the Royal Statistical Society: Series C, 24(2), 193–202. DOI ↗Dwork, C., Kumar, R., Naor, M., & Sivakumar, D. (2001). Rank aggregation methods for the web. Proceedings of the 10th International Conference on World Wide Web, 613–622. DOI ↗
Drugi naziviLuce's Choice Axiom Model, Rank-Ordered Logit Model, Exploded Logit Model, Sıralama Tercih ModeliRank Fusion, Order Aggregation, Preference Aggregation, Sıralama Birleştirme
Srodne32
SažetakThe Plackett-Luce model is a probabilistic framework for analysing and predicting rank-ordered data. Introduced by Robin Plackett (1975) — building on R. Duncan Luce's earlier axiom of choice (1959) — it models the probability of any complete ranking of items as a sequential selection process, where each item's chance of being chosen at each position is proportional to its latent worth parameter. It is widely used in preference learning, recommender systems, and choice modelling.Rank Aggregation is a family of methods that combine multiple ranked lists of alternatives into a single consensus ranking. Formally studied in the context of web search by Dwork, Kumar, Naor, and Sivakumar (2001), these methods address the problem of synthesizing divergent preference orderings from multiple sources — such as search engines, expert judges, or voter ballots — into one coherent, representative ordering that minimizes overall disagreement across the input rankings.
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ScholarGateUporedite metode: Plackett-Luce Model · Rank Aggregation. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare