Discovering the effects of learning analytics dashboard on students' behavioral patterns using differential sequence mining.
Gökhan AkçapinarMohammad Nehal HasninePublished in: KES (2022)
Keyphrases
- learning analytics
- sequence mining
- behavioral patterns
- educational data mining
- student success
- sequential pattern mining
- learning sciences
- behavior patterns
- user behavior
- learning analytics and knowledge
- frequent sequences
- sequential data
- data mining
- social networks
- graph mining
- sequential patterns
- visual analytics
- learning environment
- pattern discovery
- behavior analysis
- multi dimensional
- tutoring system
- mining algorithm
- learning experience