Learning performance prediction via convolutional GRU and explainable neural networks in e-learning environments.
Xizhe WangPengze WuGuang LiuQionghao HuangXiaoling HuHaijiao XuPublished in: Computing (2019)
Keyphrases
- neural network
- error back propagation
- learning process
- knowledge acquisition
- genetic algorithm
- collaborative e learning
- cascade correlation
- neural network model
- learning systems
- supervised learning
- pattern recognition
- reinforcement learning
- online learning
- collaborative learning
- unsupervised learning
- learning tasks
- prior knowledge
- incremental learning
- learning scheme
- prediction algorithm
- recurrent networks
- learning environment
- connectionist systems