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Elo Rating×Модел на Брадли-Тери×Модел на Plackett-Luce×
ОбластВземане на решенияВземане на решенияВземане на решения
СемействоRegression modelRegression modelRegression model
Година на възникване197819521975
СъздателArpad EloRalph Bradley & Milton TerryRobin Plackett; R. Duncan Luce
ТипPairwise comparison ranking modelProbabilistic paired comparison modelProbabilistic ranking model
Основополагащ източникElo, A. E. (1978). The Rating of Chessplayers, Past and Present. Arco Publishing. ISBN: 978-0-668-04721-0Bradley, R. A., & Terry, M. E. (1952). Rank analysis of incomplete block designs: I. The method of paired comparisons. Biometrika, 39(3/4), 324–345. DOI ↗Plackett, R. L. (1975). The analysis of permutations. Journal of the Royal Statistical Society: Series C, 24(2), 193–202. DOI ↗
Други названияElo Rating System, Elo Chess Rating, Elo Skill Rating, Elo Derecelendirme SistemiBT Model, Bradley-Terry-Luce Model, Paired Comparison Model, İkili Karşılaştırma ModeliLuce's Choice Axiom Model, Rank-Ordered Logit Model, Exploded Logit Model, Sıralama Tercih Modeli
Свързани233
РезюмеThe Elo Rating System is a pairwise comparison-based ranking method developed by Hungarian-American physicist and chess master Arpad Elo and formally published in 1978. Originally designed to assess the relative skill levels of chess players, it assigns each competitor a numerical rating that rises or falls after each encounter based on the expected versus actual outcome. The system assumes that player performance follows a logistic distribution, enabling probabilistic predictions of match results and continuous rating refinement over time.The Bradley-Terry model is a probabilistic model for paired comparisons that assigns a latent strength parameter to each item and predicts the probability that one item beats another in a head-to-head contest. Introduced by Ralph A. Bradley and Milton E. Terry in 1952, it provides a principled statistical framework for ranking items from pairwise preference data, including incomplete comparison designs where not every pair is directly observed.The 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.
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ScholarGateСравнение на методи: Elo Rating · Bradley-Terry Model · Plackett-Luce Model. Извлечено на 2026-06-19 от https://scholargate.app/bg/compare