Oct 22, 2020 · Multiple Features Fusion Attention Mechanism Enhanced Deep Knowledge Tracing for Student Performance Prediction ... Abstract: Student performance ...
A novel framework for student performance prediction is proposed by making full use of both student behavior features and exercise features and combining ...
Therefore, this paper proposes a novel framework for student performance prediction by making full use of both student behavior features and exercise features ...
Nov 6, 2020 · Therefore, this paper proposes a novel framework for student performance prediction by making full use of both student behavior features and ...
Multiple features fusion attention mechanism enhanced deep knowledge tracing for student performance prediction. IEEE Access, 8 (2020), pp. 194894-194903.
The MLFKT framework aims to enhance the tracing of learners' knowledge states and to improve the prediction of learning performance by incorporating multiple ...
Jan 1, 2024 · The model uses a collaborative multi-head attention mechanism to solve the information redundancy problem in the previous Transformer-based ...
By capturing the probability of students mastering specific concepts, BKT helps in identifying their knowledge gaps and predicting their performance on future ...
A unique framework called Multiple Features Fusion Attention Mechanism Enhanced Deep Knowledge Tracing (MFA-DKT) was proposed by Liu et al. (2020) . The system ...