Writing Proficiency Assessment: Regression Analysis of Item Response Theory supported by Machine Learning Techniques.
W. P. SilvaElias de OliveiraMariana CuriJean-Rémi BourguetPublished in: CLEI (2021)
Keyphrases
- item response theory
- regression analysis
- peer assessment
- student model
- regression model
- explanatory variables
- linear regression model
- factor analysis
- interval valued data
- learning experience
- student knowledge
- linear regression models
- machine learning algorithms
- machine learning
- machine learning methods
- statistical tests
- tutoring system
- game based learning
- independent variables
- learning tools