Clustering Students to Generate an Ensemble to Improve Standard Test Score Predictions.
Shubhendu TrivediZachary A. PardosNeil T. HeffernanPublished in: AIED (2011)
Keyphrases
- clustering algorithm
- student learning
- k means
- distance learning
- neural network
- data clustering
- clustering method
- learning experience
- e learning
- high school
- self organizing maps
- learning activities
- collaborative learning
- higher education
- training data
- test data
- learning environment
- multiple choice
- university level
- cluster ensemble
- high school students
- undergraduate students
- college students
- experimental design
- blended learning
- distance education
- hierarchical clustering
- spectral clustering