Early Detection of At-Risk Students Using Machine Learning Based on LMS Log Data.
Nobuhiko KondoMidori OkuboToshiharu HatanakaPublished in: IIAI-AAI (2017)
Keyphrases
- early detection
- log data
- machine learning
- e learning
- higher education
- learning process
- learning management systems
- breast cancer
- log files
- automatic diagnosis
- learning environment
- distance learning
- log analysis
- machine learning algorithms
- lung cancer
- skin cancer
- learning styles
- web log data
- search logs
- massive amounts
- machine learning methods
- risk management
- data mining techniques
- data analysis
- data mining
- text classification
- text mining
- information extraction
- knowledge discovery
- learning algorithm
- gastric cancer
- risk factors
- metadata