Log-Data Clustering Analysis for Dropout Prediction in Beginner Programming Classes.
Shinichi OedaGenki HashimotoPublished in: KES (2017)
Keyphrases
- log data
- clustering analysis
- clustering method
- fuzzy clustering
- log files
- data mining techniques
- clustering algorithm
- cluster analysis
- cluster membership
- microarray
- data clustering
- log analysis
- anomaly detection
- search logs
- data mining
- k means
- knowledge discovery
- data analysis
- validity measures
- web usage mining
- predictive modeling
- massive amounts
- reinforcement learning