Tingyu Fu

Incorporate Global Information from Entire Datasets for Knowledge Tracing via Mini-Batch Input

Knowledge tracing uses students’ answer record data and the relationship between exercises to predict students’ future answering performance. However, in the deep learning model, the input manner of mini-batch may prevent the network from learning global information such as the difficulty of exercis…