Finding College Student Social Networks by Mining the Records of Student ID Transactions.
Jing-Ya XuTao LiuLin-Tao YangMark L. DavisonShouyin LiuPublished in: Symmetry (2019)
Keyphrases
- college students
- social networks
- transaction data
- student satisfaction
- transactional data
- database
- teaching methods
- attitudes toward
- social network analysis
- status quo
- community college
- post test
- high school
- learning environment
- databases
- credit card
- data mining
- intrinsic motivation
- data mining tasks
- student learning
- learning strategies
- intelligent tutoring systems
- web logs
- itemsets
- united states
- mining association rules
- knowledge discovery
- student achievement
- transaction databases
- machine learning
- learning styles
- software engineering
- association rules
- mining algorithm
- lessons learned
- outlier detection