Automatic Categorization of Introductory Programming Students using Cluster Analysis.
Miguel A. RubioPublished in: ITiCSE (2015)
Keyphrases
- introductory programming
- cluster analysis
- automatic categorization
- document clustering
- student learning
- introductory programming courses
- high school
- clustering method
- programming course
- novice programmers
- clustering algorithm
- text categorization
- k means
- hierarchical latent class models
- answer questions
- data mining
- document categorization
- unsupervised learning
- data analysis
- programming assignments
- distance education
- learning tools
- knowledge discovery
- data sets