A Course Agnostic Approach to Predicting Student Success from VLE Log Data Using Recurrent Neural Networks.
Owen CorriganAlan F. SmeatonPublished in: EC-TEL (2017)
Keyphrases
- recurrent neural networks
- log data
- student success
- learning analytics
- feed forward
- neural network
- echo state networks
- search result
- virtual learning environments
- recurrent networks
- log files
- feedforward neural networks
- reservoir computing
- cascade correlation
- web log data
- log analysis
- artificial neural networks
- data mining techniques
- neural model
- query intent
- query suggestion
- website
- user interaction
- decision making
- massive amounts
- database
- information retrieval
- real world