Knowledge tracing: A survey
Humans' ability to transfer knowledge through teaching is one of the essential aspects for
human intelligence. A human teacher can track the knowledge of students to customize the …
human intelligence. A human teacher can track the knowledge of students to customize the …
[HTML][HTML] AI-assisted knowledge assessment techniques for adaptive learning environments
S Minn - Computers and Education: Artificial Intelligence, 2022 - Elsevier
The growth of online learning, enabled by the availability on the Internet of different forms of
didactic materials such as MOOCs and Intelligent Tutoring Systems (ITS), in turn, increases …
didactic materials such as MOOCs and Intelligent Tutoring Systems (ITS), in turn, increases …
Context-aware attentive knowledge tracing
Knowledge tracing (KT) refers to the problem of predicting future learner performance given
their past performance in educational applications. Recent developments in KT using …
their past performance in educational applications. Recent developments in KT using …
A survey on deep learning based knowledge tracing
Abstract “Knowledge tracing (KT)” is an emerging and popular research topic in the field of
online education that seeks to assess students' mastery of a concept based on their …
online education that seeks to assess students' mastery of a concept based on their …
A survey of knowledge tracing
High-quality education is one of the keys to achieving a more sustainable world. In contrast
to traditional face-to-face classroom education, online education enables us to record and …
to traditional face-to-face classroom education, online education enables us to record and …
Enhancing the prediction of student performance based on the machine learning XGBoost algorithm
ABSTRACT Performance Factors Analysis (PFA) is considered one of the most important
Knowledge Tracing (KT) approaches used for constructing adaptive educational …
Knowledge Tracing (KT) approaches used for constructing adaptive educational …
Dynamic key-value memory networks for knowledge tracing
Knowledge Tracing (KT) is a task of tracing evolving knowledge state of students with
respect to one or more concepts as they engage in a sequence of learning activities. One …
respect to one or more concepts as they engage in a sequence of learning activities. One …
Neural cognitive diagnosis for intelligent education systems
Cognitive diagnosis is a fundamental issue in intelligent education, which aims to discover
the proficiency level of students on specific knowledge concepts. Existing approaches …
the proficiency level of students on specific knowledge concepts. Existing approaches …
GIKT: a graph-based interaction model for knowledge tracing
With the rapid development in online education, knowledge tracing (KT) has become a
fundamental problem which traces students' knowledge status and predicts their …
fundamental problem which traces students' knowledge status and predicts their …
Deep learning goes to school: Toward a relational understanding of AI in education
In Applied AI, or 'machine learning', methods such as neural networks are used to train
computers to perform tasks without human intervention. In this article, we question the …
computers to perform tasks without human intervention. In this article, we question the …