I recently posted a brief literature review video of the field for those interested in the bigger picture around the article: https://youtu.be/SDb9-LGRrCU?si=t6FM3832-_OwwpSz
The TLDR of the relevant sections (see video description for relevant timestamps)
- Models like ACT-R represent a model of the domain and a model of the student
- Knowledge tracing is an ML-heavy field that predicts skills, state, etc (like parent says)
- Recommender Systems use that knowledge to intelligently recommend next problems
I recently posted a brief literature review video of the field for those interested in the bigger picture around the article: https://youtu.be/SDb9-LGRrCU?si=t6FM3832-_OwwpSz
The TLDR of the relevant sections (see video description for relevant timestamps)
- Models like ACT-R represent a model of the domain and a model of the student
- Knowledge tracing is an ML-heavy field that predicts skills, state, etc (like parent says)
- Recommender Systems use that knowledge to intelligently recommend next problems