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A survey of knowledge tracing: Models, variants, and applications
Modern online education has the capacity to provide intelligent educational services by
automatically analyzing substantial amounts of student behavioral data. Knowledge tracing …
automatically analyzing substantial amounts of student behavioral data. Knowledge tracing …
Language model can do knowledge tracing: Simple but effective method to integrate language model and knowledge tracing task
U Lee, J Bae, D Kim, S Lee, J Park, T Ahn… - arxiv preprint arxiv …, 2024 - arxiv.org
Knowledge Tracing (KT) is a critical task in online learning for modeling student knowledge
over time. Despite the success of deep learning-based KT models, which rely on sequences …
over time. Despite the success of deep learning-based KT models, which rely on sequences …
CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer
Knowledge tracing (KT), wherein students' problem-solving histories are used to estimate
their current levels of knowledge, has attracted significant interest from researchers …
their current levels of knowledge, has attracted significant interest from researchers …
[PDF][PDF] Improving Knowledge Tracing via modeling Students' Learning Behaviors
Knowledge tracing (KT), which involves the use of students' problem-solving histories to
estimate their current level of knowledge, has attracted significant interest from researchers …
estimate their current level of knowledge, has attracted significant interest from researchers …
A Systematic Review of Language Aptitude and Proficiency: EEG and ERP Measurements
Z Ashofteh, R Bahri Roudposhti… - Journal of Cognition …, 2023 - ceejournal.com
How to evaluate and predict the degrees of language aptitude and language proficiency is
one of the controversial issues in the world of second language learning. To address this …
one of the controversial issues in the world of second language learning. To address this …