A student-centered approach using modern technologies in distance learning: a systematic review of the literature

N Kerimbayev, Z Umirzakova, R Shadiev… - Smart Learning …, 2023 - Springer
A literature review was conducted to develop a clear understanding of the student-centered
approach using modern technologies in distance learning. The study aimed to address four …

Survey on explainable AI: From approaches, limitations and applications aspects

W Yang, Y Wei, H Wei, Y Chen, G Huang, X Li… - Human-Centric …, 2023 - Springer
In recent years, artificial intelligence (AI) technology has been used in most if not all domains
and has greatly benefited our lives. While AI can accurately extract critical features and …

[HTML][HTML] Predicting student performance using data mining and learning analytics techniques: A systematic literature review

A Namoun, A Alshanqiti - Applied Sciences, 2020 - mdpi.com
Featured Application The herein survey is among the first research efforts to synthesize the
intelligent models and paradigms applied in education to predict the attainment of student …

Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling

P Guleria, M Sood - Education and Information Technologies, 2023 - Springer
Abstract Machine Learning concept learns from experiences, inferences and conceives
complex queries. Machine learning techniques can be used to develop the educational …

The effects of explanations in automated essay scoring systems on student trust and motivation

R Conijn, P Kahr, CCP Snijders - Journal of Learning Analytics, 2023 - research.tue.nl
Ethical considerations, including transparency, play an important role when using artificial
intelligence (AI) in education. Explainable AI has been coined as a solution to provide more …

Reviewing the need for explainable artificial intelligence (xAI)

J Gerlings, A Shollo, I Constantiou - ar**
E Del Gobbo, A Guarino, B Cafarelli, L Grilli… - Studies in Educational …, 2023 - Elsevier
The assessment of students' performances in Higher Education is one of the essential
components of teaching activities. Open-ended tasks allow a more in-depth assessment of …

[HTML][HTML] Exploring online activities to predict the final grade of student

S Gaftandzhieva, A Talukder, N Gohain, S Hussain… - Mathematics, 2022 - mdpi.com
Student success rate is a significant indicator of the quality of the educational services
offered at higher education institutions (HEIs). It allows students to make their plans to …

Empowering teachers with AI: Co-designing a learning analytics tool for personalized instruction in the science classroom

T Nazaretsky, C Bar, M Walter… - LAK22: 12th international …, 2022 - dl.acm.org
AI-powered educational technology that is designed to support teachers in providing
personalized instruction can enhance their ability to address the needs of individual …

[KNJIGA][B] An introduction to distance education

M Cleveland-Innes, DR Garrison - 2010 - api.taylorfrancis.com
Names: Cleveland-Innes, Martha, 1956–editor.| Garrison, DR (D. Randy), 1945–editor. Title:
An introduction to distance education: understanding teaching and learning in a new …