Knowledge tracing: A survey

G Abdelrahman, Q Wang, B Nunes - ACM Computing Surveys, 2023 - dl.acm.org
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 …

Classifying emotions and engagement in online learning based on a single facial expression recognition neural network

AV Savchenko, LV Savchenko… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, behaviour of students in the e-learning environment is analyzed. The novel
pipeline is proposed based on video facial processing. At first, face detection, tracking and …

An intelligent system for monitoring students' engagement in large classroom teaching through facial expression recognition

C Pabba, P Kumar - Expert Systems, 2022 - Wiley Online Library
Students' disengagement problem has become critical in the modern scenario due to
various distractions and lack of student‐teacher interactions. This problem is exacerbated …

Three-dimensional DenseNet self-attention neural network for automatic detection of student's engagement

NK Mehta, SS Prasad, S Saurav, R Saini, S Singh - Applied Intelligence, 2022 - Springer
Today, due to the widespread outbreak of the deadly coronavirus, popularly known as
COVID-19, the traditional classroom education has been shifted to computer-based …

Exploring the capabilities and limitations of chatgpt and alternative big language models

S AlZu'bi, A Mughaid, F Quiam… - Artificial Intelligence …, 2024 - ojs.bonviewpress.com
ChatGPT, an artificial intelligence (AI)-powered chatbot developed by OpenAI, has gained
immense popularity since its public launch in November 2022. With its ability to write essays …

E-learning research trends in higher education in light of COVID-19: a bibliometric analysis

SKM Brika, K Chergui, A Algamdi, AA Musa… - Frontiers in …, 2022 - frontiersin.org
This paper provides a broad bibliometric overview of the important conceptual advances that
have been published during COVID-19 within “e-learning in higher education.” E-learning …

Wearables for engagement detection in learning environments: A review

M Bustos-Lopez, N Cruz-Ramirez… - Biosensors, 2022 - mdpi.com
Appropriate teaching–learning strategies lead to student engagement during learning
activities. Scientific progress and modern technology have made it possible to measure …

A vision-based multi-cues approach for individual students' and overall class engagement monitoring in smart classroom environments

C Pabba, P Kumar - Multimedia Tools and Applications, 2024 - Springer
Student disengagement in higher education offline classroom learning has become a critical
concern because of digital distractions and insufficient student engagement monitoring. As …

COVID-WideNet—A capsule network for COVID-19 detection

PK Gupta, MK Siddiqui, X Huang… - Applied Soft …, 2022 - Elsevier
Ever since the outbreak of COVID-19, the entire world is grappling with panic over its rapid
spread. Consequently, it is of utmost importance to detect its presence. Timely diagnostic …