SPAKT: A Self-Supervised Pre-TrAining Method for Knowledge Tracing

Knowledge tracing (KT) is the core task of computer-aided education systems, and it aims at predicting whether a student can answer the next exercise (i.e., question) correctly based on his/her historical answer records. In recent years, deep neural network-based approaches have been widely develope...

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Bibliographic Details
Main Authors: Yuling Ma, Peng Han, Huiyan Qiao, Chaoran Cui, Yilong Yin, Dehu Yu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9813711/