Deep Knowledge Tracing with Learning Curves

no code implementations • 26 Jul 2020 • Shanghui Yang, Mengxia Zhu, Xuesong Lu

The model employs three-dimensional convolutional neural networks to explicitly learn a student's recent experience on applying the same knowledge concept with that in the next question, and fuses the learnt feature with the feature representing her overall latent knowledge state obtained using a classic LSTM network.

Bayesian Inference Knowledge Tracing