Learning Path Recommender System based on Recurrent Neural Network.
Tomohiro SaitoYutaka WatanobePublished in: iCAST (2018)
Keyphrases
- recurrent neural networks
- learning path
- recommender systems
- e learning
- effective learning
- learning materials
- collaborative filtering
- learning objects
- neural network
- recurrent networks
- domain ontology
- learning management systems
- learning experience
- feed forward
- learning resources
- artificial neural networks
- echo state networks
- complex valued
- user preferences
- reservoir computing
- personalized recommendation
- personalized learning
- related concepts
- information overload
- learning scenarios
- instructor led
- user feedback
- recommendation systems
- user modeling
- learning process
- user model
- higher education
- data model
- training data
- study guide
- back propagation