Students' Course Results Prediction Based on Data Processing and Machine Learning Methods.
Jinyang LiuChuantao YinKunyang WangMinghui GuanXi WangHong ZhouPublished in: J. Signal Process. Syst. (2022)
Keyphrases
- machine learning methods
- data processing
- machine learning
- machine learning approaches
- machine learning algorithms
- prediction accuracy
- learning experience
- student learning
- learning activities
- e learning
- ensemble methods
- learning environment
- high school
- college students
- students learning
- higher education
- distance learning
- prediction model
- learning styles
- undergraduate students
- high school students
- data analysis
- distance education
- collaborative learning
- data management
- statistical methods
- problem based learning
- tutoring system
- prediction error
- helping students
- science education
- programming course
- middle school students
- intelligent tutoring systems
- online course
- data acquisition
- learning process
- control group
- databases
- explanation based learning
- teaching materials
- learning outcomes
- mobile learning
- computer programming
- domain knowledge
- university students
- computer science
- database systems
- data mining