A Deep Neural Network-Based Prediction Model for Students' Academic Performance.
Ghaith Al-TameemiJames XueSuraj AjitTriantafyllos KanakisIsraa HadiThar BakerMohammed Al-KhafajiyRawaa Al-JumeilyPublished in: DeSE (2021)
Keyphrases
- prediction model
- neural network
- regression model
- learning environment
- learning experience
- computer science education
- bp neural network
- information literacy
- student learning
- learning activities
- high school students
- learning outcomes
- computer engineering
- learning styles
- university level
- distance learning
- high school
- response surface methodology
- stepwise regression
- learning process
- faculty members
- higher education
- collaborative learning
- wavelet neural network
- special education
- predictive model
- customer churn
- intelligent tutoring systems
- post secondary
- online environment
- undergraduate engineering
- online course
- undergraduate students
- fuzzy neural network
- distance education
- design studio
- online discussion forums
- e learning
- concept maps
- forecasting model
- educational institutions
- science education
- semi structured interviews
- hong kong
- control group
- exponential smoothing
- national science foundation
- shape from shading
- learning objects
- support vector machine
- high dimensional