Detection of Student Behavior Profiles Applying Neural Networks and Decision Trees.
César GuevaraSandra Sanchez-GordonHugo Arias-FloresJosé Varela AldásDavid Castillo SalazarMarcelo BorjaWashington Fierro-SaltosRichard RiveraJairo Hidalgo-GuijarroMarco Yandún-VelasteguíPublished in: IHSED (2019)
Keyphrases
- neural network
- decision trees
- automatic detection
- detection accuracy
- object detection
- learning environment
- detection algorithm
- student learning
- detection rate
- intelligent tutoring systems
- artificial neural networks
- learning styles
- back propagation
- fuzzy logic
- behavioral patterns
- predictive accuracy
- pattern recognition
- multi layer
- behavior patterns
- machine learning
- affective states
- rule induction
- fuzzy decision trees
- false alarms
- random forest
- machine learning algorithms
- genetic algorithm
- multilayer perceptron
- decision rules
- decision tree induction
- anomaly detection
- learning process
- abnormal behavior
- knowledge acquired