A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect.
Shanfeng HuHindol BhattacharyaMatangini ChattopadhyayNauman AslamHubert P. H. ShumPublished in: SKIMA (2018)
Keyphrases
- recurrent neural networks
- echo state networks
- chaotic time series
- recurrent networks
- prediction accuracy
- neural network
- complex valued
- feedforward neural networks
- artificial neural networks
- feed forward
- reservoir computing
- prediction model
- positive feedback
- neural model
- data streams
- nonlinear dynamic systems
- student learning
- hidden layer
- learning environment
- peer assessment
- long short term memory
- point cloud
- knowledge base
- learning styles
- sliding window
- real time
- intelligent tutoring systems
- learning process
- support vector machine svm
- neural network structure
- tutoring system
- programming assignments
- genetic algorithm