Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction.
Unggi LeeSungjun YoonJoon Seo YunKyoungsoo ParkYounghoon JungDamji StrattonHyeoncheol KimPublished in: CoRR (2023)
Keyphrases
- learning systems
- knowledge acquisition
- learning algorithm
- learning process
- prior knowledge
- representation language
- language acquisition
- supervised learning
- prediction accuracy
- object oriented programming
- prediction model
- java programming
- learned knowledge
- subject matter
- solving problems
- domain knowledge
- knowledge base
- organizational learning
- concept maps
- learning tasks
- effective learning
- procedural knowledge
- active learning