Personalized ontology and deep training tree-based optimal gated recurrent unit-recurrent neural network for prediction of students' behavior.
F. Mary Harin FernandezT. Venkata RamanaMahammad ShabanaV. KannagiM. NaliniPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- recurrent neural networks
- recurrent networks
- feedforward neural networks
- echo state networks
- e learning
- chaotic time series
- feed forward
- neural network
- reservoir computing
- hidden layer
- neural network structure
- medical students
- long short term memory
- complex valued
- computer software
- feed forward neural networks
- student learning
- artificial neural networks
- higher education
- domain knowledge
- distance learning
- nonlinear dynamic systems
- learning activities
- semantic web
- neural model
- prediction accuracy
- intelligent tutoring systems
- learning environment
- tutoring system
- domain ontology
- learning outcomes
- training algorithm
- multi layer perceptron
- learning experience
- training process
- high school
- machine learning
- control group
- genetic algorithm
- knowledge base
- training set
- concept maps
- biologically inspired
- programming course
- learning styles