Data Mining of Students' Course Selection Based on Currency Rules and Decision Tree.
Yu LiangXuliang DuanYuanjun DingXifeng KouJingcheng HuangPublished in: ICBDC (2019)
Keyphrases
- decision trees
- data mining
- association rules
- rule induction
- association rule mining
- rule sets
- decision tree induction
- classification rules
- data mining methods
- student learning
- decision rules
- high school students
- discovered rules
- rule discovery
- rule mining
- learning environment
- machine learning
- learning experience
- learning outcomes
- undergraduate students
- learning activities
- college students
- data mining models
- data analysis
- data mining techniques
- e learning
- collaborative learning
- higher education
- mobile learning
- knowledge discovery
- data mining tools
- high school
- tutoring system
- mobile devices
- mining association rules
- university level
- decision table
- online course
- distance education
- data mining algorithms
- problem based learning
- intelligent tutoring systems
- rough sets
- machine learning algorithms
- distance learning
- decision tree algorithm
- decision tree classifiers
- fuzzy decision trees
- learning styles
- naive bayes
- data warehouse
- logistic regression
- background knowledge
- real world
- university students
- text mining
- meta learning
- control group
- classification models
- concept maps
- data mining applications