Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques
R Pelánek - User modeling and user-adapted interaction, 2017 - Springer
Learner modeling is a basis of personalized, adaptive learning. The research literature
provides a wide range of modeling approaches, but it does not provide guidance for …
provides a wide range of modeling approaches, but it does not provide guidance for …
Intelligent tutoring systems.
AC Graesser, MW Conley, A Olney - 2012 - psycnet.apa.org
Intelligent tutoring systems (ITSs) are computerized learning environments that incorporate
computational models from the cognitive sciences, learning sciences, computational …
computational models from the cognitive sciences, learning sciences, computational …
Experiences from using code explanations generated by large language models in a web software development e-book
Advances in natural language processing have resulted in large language models (LLMs)
that can generate code and code explanations. In this paper, we report on our experiences …
that can generate code and code explanations. In this paper, we report on our experiences …
Co-designing a real-time classroom orchestration tool to support teacher-AI complementarity.
Involving stakeholders throughout the creation of new educational technologies can help
ensure their usefulness and usability in real-world contexts. However, given the complexity …
ensure their usefulness and usability in real-world contexts. However, given the complexity …
Student learning benefits of a mixed-reality teacher awareness tool in AI-enhanced classrooms
When used in K-12 classrooms, intelligent tutoring systems (ITSs) can be highly effective in
hel** students learn. However, they might be even more effective if designed to work …
hel** students learn. However, they might be even more effective if designed to work …
Intelligent tutors as teachers' aides: exploring teacher needs for real-time analytics in blended classrooms
Intelligent tutoring systems (ITSs) are commonly designed to enhance student learning.
However, they are not typically designed to meet the needs of teachers who use them in …
However, they are not typically designed to meet the needs of teachers who use them in …
Intelligent tutoring systems: How computers achieve learning gains that rival human tutors
Intelligent Tutoring System (ITSs) implement many affordances of digital technologies that
were articulated in the National Academy of Sciences, Engineering, and Medicine report …
were articulated in the National Academy of Sciences, Engineering, and Medicine report …
Dynamic Bayesian networks for student modeling
Intelligent tutoring systems adapt the curriculum to the needs of the individual student.
Therefore, an accurate representation and prediction of student knowledge is essential …
Therefore, an accurate representation and prediction of student knowledge is essential …
The classroom as a dashboard: Co-designing wearable cognitive augmentation for K-12 teachers
When used in classrooms, personalized learning software allows students to work at their
own pace, while freeing up the teacher to spend more time working one-on-one with …
own pace, while freeing up the teacher to spend more time working one-on-one with …
A pandemic of busywork: Increased online coursework following the transition to remote instruction is associated with reduced academic achievement.
Under normal circumstances, when students invest more effort in their schoolwork, they
generally show evidence of improved academic achievement. But when universities …
generally show evidence of improved academic achievement. But when universities …