Predicting student grades from online, collaborative social learning metrics using K-NN.
Matthew Yee-KingAndreu Grimalt-ReynesMark d'InvernoPublished in: EDM (2016)
Keyphrases
- online collaborative
- knn
- social learning
- learning environment
- k nearest neighbor
- learning process
- learning community
- pedagogical agents
- social interaction
- individual learning
- nearest neighbor
- collaborative learning
- learning activities
- distance education
- computer supported collaborative learning
- k nearest neighbour
- e learning
- knowledge building
- m learning
- project based learning
- learning systems
- support vector machine
- learning analytics
- learning processes
- online environment
- text classification
- computer supported
- feature selection
- computational models
- learning outcomes
- voting methods
- cooperative learning
- computer mediated
- intelligent tutoring systems
- collaborative problem solving
- neural network