Schematic diagram of knowledge tracing.

<div><p>Knowledge tracing is a technology that models students’ changing knowledge state over learning time based on their historical answer records, thus predicting their learning ability. It is the core module that supports the intelligent education system. To address the problems of s...

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Bibliographic Details
Main Author:	Feng Xu (89016) (author)
Other Authors:	Kang Chen (285159) (author), Maosheng Zhong (6159869) (author), Lei Liu (5074) (author), Huizhu Liu (17133686) (author), Xianzeng Luo (19976674) (author), Lang Zheng (11461955) (author)
Published:	2024
Subjects:	Sociology Science Policy Biological Sciences not elsewhere classified subsequent time step study provides explanations item response theory intelligent education system historical answer records acc metrics contrast value memory network sparse input data learners &# 8217 dkvmn incorporating multi changing knowledge state knowledge point relations learning time based knowledge state memory forgetting knowledge points input layer forgetting relations world datasets weak capacity thus predicting three real significant improvements prediction strategies paper build mri based learning ability latest models improved dkvmn extensive experiments existing models exercise relations dynamic key core module attention mechanism
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Schematic diagram of knowledge tracing.

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