On the Prediction of Students' Quiz Score by Recurrent Neural Network.
Fumiya OkuboTakayoshi YamashitaAtsushi ShimadaYuta TaniguchiShin'ichi KonomiPublished in: CrossMMLA@LAK (2018)
Keyphrases
- recurrent neural networks
- chaotic time series
- recurrent networks
- learning outcomes
- neural network
- feed forward
- complex valued
- prediction accuracy
- intelligent tutoring systems
- learning environment
- online course
- student learning
- interactive learning
- reservoir computing
- learning activities
- prediction model
- higher education
- high school
- learning styles
- college students
- learning experience
- echo state networks
- high school students
- feedforward neural networks
- undergraduate students
- distance learning
- neural model
- computer programming
- long short term memory
- collaborative learning
- learning process
- artificial neural networks
- e learning
- control group
- hidden layer
- teaching methods
- multiple choice
- students learning
- science education
- tutoring system
- statistically significant
- regression model
- mobile devices