Learning styles' recognition in e-learning environments with feed-forward neural networks.
Jorge Eduardo VillaverdeDaniela GodoyAnalía AmandiPublished in: J. Comput. Assist. Learn. (2006)
Keyphrases
- learning styles
- feed forward neural networks
- back propagation
- neural network
- statistically significant
- multi layer
- learning outcomes
- activation function
- online course
- artificial neural networks
- learning preferences
- learning experience
- learning materials
- learning management systems
- hidden layer
- feed forward
- student learning styles
- basis functions
- learning process
- pattern recognition
- extreme learning machine
- feature extraction
- data mining
- linear combination
- fuzzy inference system
- learning environment
- cognitive style
- multiple intelligences
- neural nets
- training algorithm