Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing

14 Feb 2020Youngduck ChoiYoungnam LeeJunghyun ChoJineon BaekByungsoo KimYeongmin ChaDongmin ShinChan BaeJaewe Heo

Knowledge tracing, the act of modeling a student's knowledge through learning activities, is an extensively studied problem in the field of computer-aided education. Although models with attention mechanism have outperformed traditional approaches such as Bayesian knowledge tracing and collaborative filtering, they share two limitations... (read more)

PDF Abstract

Code


No code implementations yet. Submit your code now

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper