Intelligent techniques in e-learning: a literature review
Online learning has become increasingly important, having in mind the latest events,
imposed isolation measures and closed schools and campuses. Consequently, teachers …
imposed isolation measures and closed schools and campuses. Consequently, teachers …
HHSKT: A learner–question interactions based heterogeneous graph neural network model for knowledge tracing
Abstract Knowledge tracing (KT) has evolved into a crucial component of the online
education system with the rapid development of online adaptive learning. A key component …
education system with the rapid development of online adaptive learning. A key component …
Adaptive assessment and content recommendation in online programming courses: On the use of elo-rating
Online learning systems should support students preparedness for professional practice by
equipping them with the necessary skills while keeping them engaged and active. In that …
equipping them with the necessary skills while keeping them engaged and active. In that …
Beyond item analysis: Connecting student behaviour and performance using e‐assessment logs
H Lahza, TG Smith, H Khosravi - British Journal of Educational …, 2023 - Wiley Online Library
Traditional item analyses such as classical test theory (CTT) use exam‐taker responses to
assessment items to approximate their difficulty and discrimination. The increased adoption …
assessment items to approximate their difficulty and discrimination. The increased adoption …
[HTML][HTML] Fusing ECG signals and IRT models for task difficulty prediction in computerised educational systems
M Arevalillo-Herráez, S Katsigiannis, F Alqahtani… - Knowledge-Based …, 2023 - Elsevier
Accurately assessing task difficulty is a critical aspect to achieve adaptation in computer-
based educational systems. In real-world scenarios, task difficulty estimation can be …
based educational systems. In real-world scenarios, task difficulty estimation can be …
A study on street walkability for older adults with different mobility abilities combining street view image recognition and deep learning-The case of Chengxianjie …
China is on the brink of transitioning into an aged society, resulting in a growing demand for
an age-friendly street-built environment. However, previous research has paid limited …
an age-friendly street-built environment. However, previous research has paid limited …
Influence of mobile devices' scalability on individual perceived learning
Y Xu, H Li, L Yu, S Zha, W He… - Behaviour & Information …, 2021 - Taylor & Francis
With the increased popularity of mobile learning, there is a growing demand on the
understanding of how the scalable technology, such as mobile devices, influences …
understanding of how the scalable technology, such as mobile devices, influences …
An Investigation into Research Trends of Massive Open Online Courses (MOOCs).
Abstract The genesis of Massive Open Online Courses (MOOCs) is traced back to the early
2000. Since then, it has been a roller coaster ride till 2008 and afterwards they have been …
2000. Since then, it has been a roller coaster ride till 2008 and afterwards they have been …
Evaluation of student's performance in programming using item response theory
V Hegde, S Shushruth - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
In most areas of study, many colleges and universities now recognize that a unified
approach has numerous advantages. However, the aptitude of the learner has been …
approach has numerous advantages. However, the aptitude of the learner has been …
Is the Area Under Curve Appropriate for Evaluating the Fit of Psychometric Models?
In the literature of modern psychometric modeling, mostly related to item response theory
(IRT), the fit of model is evaluated through known indices, such as χ2, M2, and root mean …
(IRT), the fit of model is evaluated through known indices, such as χ2, M2, and root mean …