Adaptive recommendation system using machine learning algorithms for predicting student's best academic program.
Mohamed M. EzzAyman El ShenawyPublished in: Educ. Inf. Technol. (2020)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- undergraduate engineering
- machine learning methods
- machine learning
- learning problems
- decision trees
- predictive accuracy
- learning process
- machine learning approaches
- machine learning systems
- programming course
- random forests
- adult students
- machine learning models
- online learning
- collaborative filtering
- novice programmers
- machine learning and data mining algorithms
- recommender systems
- intelligent tutoring systems
- learning styles
- faculty members
- learning environment
- supervised machine learning algorithms
- statistical machine learning
- learning models
- transfer learning