A neural network approach for students' performance prediction.
Fumiya OkuboTakayoshi YamashitaAtsushi ShimadaHiroaki OgataPublished in: LAK (2017)
Keyphrases
- neural network
- prediction model
- prediction accuracy
- learning environment
- learning experience
- student learning
- e learning
- artificial neural networks
- collaborative learning
- learning styles
- computer science students
- intelligent tutoring systems
- college students
- multi layer perceptron
- higher education
- predictive model
- undergraduate students
- chaotic time series
- learning outcomes
- high school
- neural network model
- neural network ensemble
- tutoring system
- learning activities
- learning process
- neural network is trained
- helping students
- students learning
- middle school students
- grounded theory
- genetic algorithm
- problem based learning
- online course
- high school students
- middle school
- science education
- computer supported collaborative learning
- prediction error
- bp neural network
- recurrent neural networks
- distance learning
- elman network