Cognitive diagnosis (CD) aims to reveal the proficiency of students on specific knowledge
concepts and traits of test exercises (eg, difficulty). It plays a critical role in intelligent …

With the development of artificial intelligence, personalized learning has attracted much
attention as an integral part of intelligent education. China, the United States, the European …

Personalized education, tailored to individual student needs, leverages educational
technology and artificial intelligence (AI) in the digital age to enhance learning effectiveness …

Cognitive diagnosis is an important task in intelligence education, which aims at measuring
students' proficiency in specific knowledge concepts. Given a fully labeled exercise-concept …

In intelligent education systems, one fundamental task is to predict student performance on
new exercises and estimate the knowledge proficiency of students on knowledge concepts …

Cognitive Diagnosis has been widely investigated as a fundamental task in the field of
education, aiming at effectively assessing the students' knowledge proficiency level by …

Cognitive diagnosis has been widely recognized as a crucial task in the field of
computational education, which is capable of learning the knowledge profiles of students …

The focus of our work is on diagnostic tasks in personalized learning, such as cognitive
diagnosis and knowledge tracing. The goal of these tasks is to assess students' latent …

During the past few decades, cognitive diagnostics modeling has attracted increasing
attention in computational education communities, which is capable of quantifying the …

Cognitive diagnosis is vital for intelligent education to determine students' knowledge
mastery levels from their response logs. The Q-matrix, representing the relationships …