Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information — mentioned by kamranjon

Tue, 01 Apr 2025 06:04:09 GMT

Hi! I can't really share the company, but I do love the space and happy to discuss what I've been reading. So the idea of Knowledge Tracing originated, from my understanding with a paper in 1994: http://act-r.psy.cmu.edu/wordpress/wp-content/uploads/2012/1... this sort of introduced the idea that you could model and understand a students learning as it progresses through a set of materials. The concept of Knowledge Components was started, I believe, at Carnegie Mellon and University of Pittsburgh with the Learn Lab: https://learnlab.org/learnlab-research/ - in 2012 they authored a paper…

Paper and discussion history. A mention is not an endorsement.

Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information · HackerPapers discussions

Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information — mentioned by kamranjon