Deep Neural Networks for Predicting Students' Performance.
Aya NabilMohammed SeyamAhmed Abou ElfetouhPublished in: SIGCSE (2021)
Keyphrases
- neural network
- learning environment
- learning styles
- student learning
- learning experience
- learning outcomes
- intelligent tutoring systems
- e learning
- pattern recognition
- higher education
- high school students
- college students
- distance learning
- undergraduate students
- distance education
- university level
- educational institutions
- computer science students
- problem based learning
- open ended
- high school
- genetic algorithm
- artificial neural networks
- fuzzy logic
- learning activities
- learning process
- deep learning
- cooperative learning
- multilayer perceptron
- online course
- learning community
- learning tools
- helping students
- middle school students
- neural network model
- educational settings
- programming course
- computer programming
- collaborative learning
- learning scenarios
- university students
- teacher education
- cognitive load
- mobile learning
- back propagation
- graduate students
- self organizing maps
- multi layer
- tutoring system