Educational data mining and learning analytics: An updated survey

C Romero, S Ventura - Wiley interdisciplinary reviews: Data …, 2020 - Wiley Online Library
This survey is an updated and improved version of the previous one published in 2013 in
this journal with the title “data mining in education”. It reviews in a comprehensible and very …

Educational applications of artificial intelligence in simulation-based learning: A systematic map** review

CP Dai, F Ke - Computers and Education: Artificial Intelligence, 2022 - Elsevier
The field of education has experienced a transformation as artificial intelligence (AI)
becomes increasingly applicable for learning purposes. AI has the potential to transform the …

[HTML][HTML] Artificial intelligence in education: The three paradigms

F Ouyang, P Jiao - Computers and Education: Artificial Intelligence, 2021 - Elsevier
With the development of computing and information processing techniques, artificial
intelligence (AI) has been extensively applied in education. Artificial intelligence in …

[HTML][HTML] Assessment in the age of artificial intelligence

Z Swiecki, H Khosravi, G Chen… - … and Education: Artificial …, 2022 - Elsevier
In this paper, we argue that a particular set of issues mars traditional assessment practices.
They may be difficult for educators to design and implement; only provide discrete snapshots …

Supporting students' self-regulated learning in online learning using artificial intelligence applications

SH **, K Im, M Yoo, I Roll, K Seo - International Journal of Educational …, 2023 - Springer
Self-regulated learning (SRL) is crucial for hel** students attain high academic
performance and achieve their learning objectives in the online learning context. However …

Exploring students' perspectives on generative AI-assisted academic writing

J Kim, S Yu, R Detrick, N Li - Education and Information Technologies, 2024 - Springer
The rapid development of generative artificial intelligence (GenAI), including large language
models (LLM), has merged to support students in their academic writing process. Kee** …

Exploring teachers' perceptions of artificial intelligence as a tool to support their practice in Estonian K-12 education

IA Chounta, E Bardone, A Raudsep… - International Journal of …, 2022 - Springer
In this article, we present a study on teachers' perceptions about Artificial Intelligence (AI) as
a tool to support teaching in Estonian K-12 education. Estonia is promoting technological …

Predicting at-risk students at different percentages of course length for early intervention using machine learning models

M Adnan, A Habib, J Ashraf, S Mussadiq… - Ieee …, 2021 - ieeexplore.ieee.org
Online learning platforms such as Massive Open Online Course (MOOC), Virtual Learning
Environments (VLEs), and Learning Management Systems (LMS) facilitate thousands or …

[HTML][HTML] ChatGPT: The brightest student in the class

E Vázquez-Cano, JM Ramirez-Hurtado… - Thinking Skills and …, 2023 - Elsevier
This paper presents a research study that evaluated the score ChatGPT would get when
summarizing a reading comprehension text from the PISA international tests with a prompt …

Investigating students' use of self‐assessments in higher education using learning analytics

D Ifenthaler, C Schumacher… - Journal of Computer …, 2023 - Wiley Online Library
Background Formative assessments are vital for supporting learning and performance but
are also considered to increase the workload of teachers. As self‐assessments in higher …