Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
Knowledge tracing (KT) is a popular approach for modeling students' learning progress over
time, which can enable more personalized and adaptive learning. However, existing KT …
time, which can enable more personalized and adaptive learning. However, existing KT …
Tagging knowledge concepts for math problems based on multi-label text classification
Z Ding, X Wang, Y Wu, G Cao, L Chen - Expert Systems with Applications, 2025 - Elsevier
Tagging knowledge concepts for course problems is essential for intelligent tutoring
systems. Traditional manual tagging methods, usually performed by domain experts, are …
systems. Traditional manual tagging methods, usually performed by domain experts, are …
Enhancing knowledge tracing with concept map and response disentanglement
In the rapidly advancing realm of educational technology, it becomes critical to accurately
trace and understand student knowledge states. Conventional Knowledge Tracing (KT) …
trace and understand student knowledge states. Conventional Knowledge Tracing (KT) …
Foundation Models for Education: Promises and Prospects
With the advent of foundation models like ChatGPT, educators are excited about the
transformative role that AI might play in propelling the next education revolution. The …
transformative role that AI might play in propelling the next education revolution. The …
CJEval: A Benchmark for Assessing Large Language Models Using Chinese Junior High School Exam Data
Online education platforms have significantly transformed the dissemination of educational
resources by providing a dynamic and digital infrastructure. With the further enhancement of …
resources by providing a dynamic and digital infrastructure. With the further enhancement of …