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FSAI-F1toF3
The FSAI-F1toF3 dataset is a knowledge tracing dataset containing 51,283 question-and-answer interactions from 310 students on 2,266 questions of 99 skills. -
ASSIST2015
The ASSIST2015 dataset is a knowledge tracing dataset containing 19,840 students with 683,801 question-and-answer interactions from 100 skills. -
ASSIST2009
The ASSIST2009 dataset is a knowledge tracing dataset containing 4,151 students with 325,637 question-and-answer interactions from 26,684 questions of 110 skills. -
Deep-IRT: Make Deep Learning Based Knowledge Tracing Explainable Using Item R...
The Deep-IRT model is a synthesis of the item response theory (IRT) model and a knowledge tracing model that is based on the deep neural network architecture called dynamic...