Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems.
Zhaoxing LiJujie YangJindi WangLei ShiSebastian SteinPublished in: CoRR (2024)
Keyphrases
- intelligent tutoring systems
- data analysis
- student model
- constraint based modeling
- authoring tool
- tutoring system
- intelligent tutoring
- cognitive model
- intelligent tutors
- student modeling
- recurrent neural networks
- data collection
- intelligent learning environments
- pedagogical model
- web based learning systems
- model tracing
- learner models
- instructional systems
- human tutors
- student knowledge
- educational systems
- pedagogical agents