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Elo Rating×Mô hình Bradley-Terry×Plackett-Luce Model×
Lĩnh vựcRa quyết địnhRa quyết địnhRa quyết định
HọRegression modelRegression modelRegression model
Năm ra đời197819521975
Người khởi xướngArpad EloRalph Bradley & Milton TerryRobin Plackett; R. Duncan Luce
LoạiPairwise comparison ranking modelProbabilistic paired comparison modelProbabilistic ranking model
Công trình gốcElo, 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 ↗
Tên gọi khácElo 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
Liên quan233
Tóm tắtThe 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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ScholarGateSo sánh phương pháp: Elo Rating · Bradley-Terry Model · Plackett-Luce Model. Truy cập ngày 2026-06-19 từ https://scholargate.app/vi/compare