4 code implementations • 19 Oct 2020 • Dongmin Shin, Yugeun Shim, Hangyeol Yu, Seewoo Lee, Byungsoo Kim, Youngduck Choi
We propose SAINT+, a successor of SAINT which is a Transformer based knowledge tracing model that separately processes exercise information and student response information.
Ranked #1 on Knowledge Tracing on EdNet
no code implementations • 1 Jan 2020 • Youngduck Choi, Youngnam Lee, Junghyun Cho, Jineon Baek, Dongmin Shin, Hangyeol Yu, Yugeun Shim, Seewoo Lee, JongHun Shin, Chan Bae, Byungsoo Kim, Jaewe Heo
However, such methods fail to utilize the full range of student interaction data available and do not model student learning behavior.