Personalization in OELEs: Developing a Data-Driven Framework to Model and Scaffold SRL Processes
Personalization in OELEs: Developing a Data-Driven Framework to Model and Scaffold SRL Processes
Anabil Munshi,Gautam Biswas
2019 · DOI: 10.1007/978-3-030-23207-8_65
International Conference on Artificial Intelligence in Education · 19 Citations
TLDR
Mining techniques on data collected from multiple channels are applied to track learners’ cognitive, affective, metacognitive and motivational processes as they work in Betty’s Brain, a computer-based OELE to develop data-driven learner SRL models that inform the design of personalized scaffolds.