A review of the trends and challenges in adopting natural language processing methods for education feedback analysis

T Shaik, X Tao, Y Li, C Dann, J McDonald… - Ieee …, 2022 - ieeexplore.ieee.org
Artificial Intelligence (AI) is a fast-growing area of study that stretching its presence to many
business and research domains. Machine learning, deep learning, and natural language …

[HTML][HTML] Navigating career stages in the age of artificial intelligence: A systematic interdisciplinary review and agenda for future research

S Bankins, S Jooss, SLD Restubog, M Marrone… - Journal of Vocational …, 2024 - Elsevier
As artificial intelligence (AI) use expands within organizations, its influence is increasingly
permeating careers and vocational domains. However, there is a notable lack of structured …

An intelligent recommendation system for automating academic advising based on curriculum analysis and performance modeling

S Atalla, M Daradkeh, A Gawanmeh, H Khalil… - Mathematics, 2023 - mdpi.com
The explosive increase in educational data and information systems has led to new teaching
practices, challenges, and learning processes. To effectively manage and analyze this …

Generative artificial intelligence in higher education: Evidence from an analysis of institutional policies and guidelines

N McDonald, A Johri, A Ali, A Hingle - arXiv preprint arXiv:2402.01659, 2024 - arxiv.org
The release of ChatGPT in November 2022 prompted a massive uptake of generative
artificial intelligence (GenAI) across higher education institutions (HEIs). HEIs scrambled to …

[HTML][HTML] Harnessing large language models to auto-evaluate the student project reports

H Du, Q Jia, E Gehringer, X Wang - Computers and Education: Artificial …, 2024 - Elsevier
Addressing the problem of the difficulty in providing timely and reasonable feedback
evaluation for student project reports, this paper proposes a method based on LLMs (Large …

A text mining framework for screening catalysts and critical process parameters from scientific literature-A study on Hydrogen production from alcohol

A Kumar, S Ganesh, D Gupta, H Kodamana - … Engineering Research and …, 2022 - Elsevier
Hydrogen production is an active area of research with a vast amount of available scientific
literature. However, this data is unstructured and scattered, making its utilization difficult from …

Mining Detailed Course Transaction Records for Semantic Information.

Y Xu, ZA Pardos - International Educational Data Mining Society, 2023 - ERIC
In studies that generate course recommendations based on similarity, the typical enrollment
data used for model training consists only of one record per student-course pair. In this …

[HTML][HTML] SMFSOP: A semantic-based modelling framework for student outcome prediction

YMI Hassan, A Elkorany, K Wassif - … of King Saud University-Computer and …, 2023 - Elsevier
Over the past two decades, studying the various factors affecting student performance
became essential. Knowing these factors assist in enhancing student's performance …

A Study on the Application of Natural Language Processing Used in Business Analytics for Better Management Decisions: A Literature Review

G Manoharan, S Durai, GA Rajesh… - Artificial Intelligence …, 2023 - taylorfrancis.com
Since they started to recognise the potential to cut costs, boost productivity, and achieve
greater levels of quality, many firms have been adjusting their operations to a process …

A Digital Recommendation System for Personalized Learning to Enhance Online Education: A Review

GM Dhananjaya, RH Goudar, A Kulkarni… - IEEE …, 2024 - ieeexplore.ieee.org
This review delves into using e-learning technology and personalized recommendation
systems in education. It examines 60 articles from prominent databases and identifies the …