Multimodal Learning Analytics and Education Data Mining: using computational technologies to measure complex learning tasks.
Paulo BliksteinMarcelo WorsleyPublished in: J. Learn. Anal. (2016)
Keyphrases
- learning tasks
- learning analytics
- data mining
- educational data mining
- meta learning
- technology enhanced learning
- visual analytics
- machine learning
- educational settings
- learning sciences
- learning problems
- transfer learning
- supervised learning
- personal learning environments
- analytic tools
- st century
- educational practices
- multi task
- real world
- machine learning algorithms
- learning experience
- quantitative methods
- learning algorithm
- learning analytics and knowledge
- multi label
- knowledge discovery
- data mining methods
- learning systems
- similarity measure
- text mining
- association rules
- student modeling
- e learning
- data sets