Machine Learning Approach for Student Academic Performance Prediction.
Sachin RaiK. Aditya ShastrySurendra PratapSaurav KishorePriyanka MishraH. A. SanjayPublished in: FICTA (1) (2020)
Keyphrases
- machine learning
- prediction accuracy
- data mining
- faculty members
- learning environment
- computational intelligence
- artificial intelligence
- learning algorithm
- inductive learning
- learning process
- prediction algorithm
- predictive modeling
- pattern recognition
- computer vision
- explanation based learning
- machine learning approaches
- student model
- prediction error
- student learning
- prediction model
- educational environment
- intelligent tutoring systems
- machine learning methods
- learning systems
- machine learning algorithms
- learning styles
- text classification
- supervised learning
- information extraction
- computer science
- online discussion forums
- higher education
- protein secondary structure prediction
- computer engineering
- feature selection
- decision trees
- natural language
- undergraduate students
- science education
- data analysis
- active learning
- tutoring system
- natural language processing
- online learning