Hybrid models for knowledge tracing: A systematic literature review
Knowledge tracing is a well-known problem in AI for education, consisting of monitoring how
the knowledge state of students changes during the learning process and accurately …
the knowledge state of students changes during the learning process and accurately …
A literature review of knowledge tracing for student modeling: research trends, models, datasets, and challenges
Modeling students' knowledge is a fundamental part of online learning platforms.
Knowledge tracing is an application of student modeling which renowned for its ability to …
Knowledge tracing is an application of student modeling which renowned for its ability to …
SPAKT: A self-supervised pre-training method for knowledge tracing
Y Ma, P Han, H Qiao, C Cui, Y Yin, D Yu - IEEE Access, 2022 - ieeexplore.ieee.org
Knowledge tracing (KT) is the core task of computer-aided education systems, and it aims at
predicting whether a student can answer the next exercise (ie, question) correctly based on …
predicting whether a student can answer the next exercise (ie, question) correctly based on …
An entrepreneurial education game for effectively Tracing the knowledge structure of college students-based on adaptive algorithms
M Fang, Y Liu, C Hu, J Huang, L Wu - Entertainment Computing, 2024 - Elsevier
The application of games in the field of education has brought new developments and
updated educational needs to games. To maintain and improve students' learning …
updated educational needs to games. To maintain and improve students' learning …
A dynamic knowledge diagnosis approach integrating cognitive features
T Huang, H Yang, Z Li, H **
Intelligent technology plays a pivotal role in revolutionizing learning assessments,
overcoming the constraints of traditional assessment methods and driving educational …
overcoming the constraints of traditional assessment methods and driving educational …
A probabilistic generative model for tracking multi-knowledge concept mastery probability
Abstract Knowledge tracing aims to track students' knowledge status over time to predict
students' future performance accurately. In a real environment, teachers expect knowledge …
students' future performance accurately. In a real environment, teachers expect knowledge …
Parallel Prediction Method of Knowledge Proficiency Based on Bloom's Cognitive Theory
Knowledge proficiency refers to the extent to which students master knowledge and reflects
their cognitive status. To accurately assess knowledge proficiency, various pedagogical …
their cognitive status. To accurately assess knowledge proficiency, various pedagogical …
DKVMN-KAPS: Dynamic Key-Value Memory Networks Knowledge Tracing with Students' Knowledge-Absorption Ability and Problem-Solving Ability
W Zhang, Z Gong, P Luo, Z Li - IEEE Access, 2024 - ieeexplore.ieee.org
Knowledge tracing aims to predict students' future question-answering performance based
on their historical question-answering records, but the current mainstream knowledge …
on their historical question-answering records, but the current mainstream knowledge …