Association rule mining and visualization of introductory programming course activities.
Maja MateticMarija Brkic BakaricSabina SisovicPublished in: CompSysTech (2015)
Keyphrases
- programming course
- association rule mining
- association rules
- data mining
- data mining techniques
- automatic assessment
- programming assignments
- itemsets
- student learning
- knowledge discovery
- computer programming
- frequent itemsets
- discovered association rules
- mining algorithm
- software testing
- associative classification
- interestingness measures
- rule mining
- association rule mining algorithm
- teaching materials
- frequent itemset mining
- frequent subtree mining
- algorithms for mining association rules
- mining association rules
- source code
- data analysis
- interesting rules
- introductory programming
- apriori algorithm
- associative classifiers
- introductory programming courses
- databases