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・ Bayesian cognitive science
・ Bayesian econometrics
・ Bayesian efficiency
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・ Bayesian Filtering Library
・ Bayesian game
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Bayesian Knowledge Tracing
・ Bayesian linear regression
・ Bayesian multivariate linear regression
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・ Bayesian Operational Modal Analysis
・ Bayesian optimization
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・ Bayesian statistics
・ Bayesian tool for methylation analysis
・ Bayesian vector autoregression
・ Bayet
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Bayesian Knowledge Tracing : ウィキペディア英語版
Bayesian Knowledge Tracing
Bayesian Knowledge Tracing is an algorithm used in many intelligent tutoring systems to model each learner's mastery of the knowledge being tutored.
It models student knowledge in a Hidden Markov Model as a latent variable, updated by observing the correctness of each student's interaction in which they apply the skill in question.
BKT assumes that student knowledge is represented as a set of binary variables, one per skill, where the skill is either mastered
by the student or not. Observations in BKT are also binary: a student gets a problem/step either right or wrong.
Intelligent tutoring systems often uses BKT for mastery learning and problem sequencing. In its most common
implementation, BKT has only skill-specific parameters.
==References==


抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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