Collaborative multi-regression models for predicting students' performance in course activities.
Asmaa ElbadrawyR. Scott StudhamGeorge KarypisPublished in: LAK (2015)
Keyphrases
- regression model
- collaborative activities
- collaborative learning activities
- collaborative learning
- meta cognitive
- virtual laboratories
- learning activities
- group discussion
- student learning
- active participation
- computer supported collaborative learning
- young students
- student groups
- learning experience
- group activities
- regression methods
- prediction model
- regression analysis
- peer assessment
- regression trees
- learning environment
- generalized linear models
- college students
- interval valued data
- cognitive tools
- independent variables
- linear model
- higher education
- learning outcomes
- e learning
- learning process
- model selection
- generalized linear
- explanatory variables
- machine learning
- learning scenarios
- linear regression model
- project based learning
- high school
- target variable
- bayesian networks
- decision trees
- survival analysis
- regression method