An explainable machine learning approach for student dropout prediction.
João Gabriel Corrêa KrügerAlceu de Souza Britto Jr.Jean Paul BarddalPublished in: Expert Syst. Appl. (2023)
Keyphrases
- machine learning
- prediction accuracy
- learning environment
- machine learning algorithms
- student learning
- machine learning methods
- knowledge discovery
- learning algorithm
- learning styles
- prediction algorithm
- active learning
- explanation based learning
- learning systems
- data mining
- prediction model
- data analysis
- predictive modeling
- computer vision
- online course
- tutoring system
- inductive logic programming
- student model
- machine learning approaches
- decision trees
- artificial intelligence
- computational intelligence
- text mining
- machine learning and statistical
- higher education
- learning tasks
- intelligent tutoring systems
- natural language processing
- learning process
- natural language
- reinforcement learning