Supervised machine learning in multimodal learning analytics for estimating success in project-based learning.
Daniel SpikolEmanuele RuffaldiGiacomo DabisiasMutlu CukurovaPublished in: J. Comput. Assist. Learn. (2018)
Keyphrases
- learning analytics
- supervised machine learning
- project based learning
- student success
- computer assisted
- learning processes
- manually annotated
- educational data mining
- high school
- active learning
- case study
- technology enhanced learning
- learning strategies
- learning analytics and knowledge
- supervised learning
- problem based learning
- learning design
- learning sciences
- collaborative learning
- higher education
- learning environment
- machine learning
- relation extraction
- information extraction
- ground truth
- data sets