Ordered Network Analysis in CS Education: Unveiling Patterns of Success and Struggle in Automated Programming Assessment.
Andres Felipe ZambranoMaciej PankiewiczAmanda BaranyRyan Shaun BakerPublished in: ITiCSE (1) (2024)
Keyphrases
- network analysis
- programming assignments
- social network analysis
- complex networks
- automatic assessment
- link prediction
- community detection
- network dynamics
- text mining
- network motifs
- network structure
- programming course
- introductory programming
- social networks
- dynamic networks
- information networks
- homeland security
- real world
- higher education
- programming language
- distance learning
- computer programming
- graph clustering
- real world networks
- protein protein interactions
- centrality measures
- database
- training data
- artificial intelligence
- frequent patterns