A systematic review on machine learning models for online learning and examination systems
Examinations or assessments play a vital role in every student's life; they determine their
future and career paths. The COVID pandemic has left adverse impacts in all areas …
future and career paths. The COVID pandemic has left adverse impacts in all areas …
Role of Artificial Intelligence in Online Education: A Systematic Mapping Study
Artificial intelligence (AI) comprises various sub-fields, including machine learning (ML) and
deep learning (DL) perform a key role in the transformation of many industries, including …
deep learning (DL) perform a key role in the transformation of many industries, including …
Predicting student performance in a blended learning environment using learning management system interaction data
Purpose Student attritions in tertiary educational institutes may play a significant role to
achieve core values leading towards strategic mission and financial well-being. Analysis of …
achieve core values leading towards strategic mission and financial well-being. Analysis of …
[HTML][HTML] Systematic review of research on artificial intelligence in K-12 education (2017–2022)
F Martin, M Zhuang, D Schaefer - Computers and Education: Artificial …, 2023 - Elsevier
Abstract Background The use of Artificial Intelligence (AI) has increased in all education
sectors including K-12 settings where students can learn about AI and have an augmented …
sectors including K-12 settings where students can learn about AI and have an augmented …
Prediction of academic performance of students in online live classroom interactions—an analysis using natural language processing and deep learning methods
Y Zhen, JD Luo, H Chen - Journal of Social Computing, 2023 - ieeexplore.ieee.org
Prior studies have shown the importance of classroom dialogue in academic performance,
through which knowledge construction and social interaction among students take place …
through which knowledge construction and social interaction among students take place …
Digital education
Education plays an essential role in transferring social norms and building human capital.
There is widespread enthusiasm for the adoption and integration of digital technologies in …
There is widespread enthusiasm for the adoption and integration of digital technologies in …
Early Prediction of Museum Visitor Engagement with Multimodal Adversarial Domain Adaptation.
Recent years have seen significant interest in multimodal frameworks for modeling learner
engagement in educational settings. Multimodal frameworks hold particular promise for …
engagement in educational settings. Multimodal frameworks hold particular promise for …
An educational system for personalized teacher recommendation in K-12 online classrooms
In this paper, we propose a simple yet effective solution to build practical teacher
recommender systems for online one-on-one classes. Our system consists of (1) a pseudo …
recommender systems for online one-on-one classes. Our system consists of (1) a pseudo …
Analysis of Student Sentiment Dynamics to Evaluate Teachers Performance in Online Course using Machine Learning
With the rapid augmentation of the Internet and communication technology, interest in online
learning continues to rapidly broaden the horizons of academic institutions. One of the most …
learning continues to rapidly broaden the horizons of academic institutions. One of the most …
Predictive Identification of At-Risk Students: Using Learning Management System Data
JB Osborne, ASID Lang - Journal of Postsecondary Student …, 2023 - journals.flvc.org
This paper describes a neural network model that can be used to detect at-risk students
failing a particular course using only grade book data from a learning management system …
failing a particular course using only grade book data from a learning management system …