Applications of learning analytics in high schools: A systematic literature review

EBG Sousa, B Alexandre, R Ferreira Mello… - Frontiers in Artificial …, 2021 - frontiersin.org
Learning analytics aims to analyze data from students and learning environments to support
learning at different levels. Although learning analytics is a recent field, it reached a high …

Applications of Artificial Intelligence Models in Educational Analytics and Decision Making: A Systematic Review

J de Souza Zanirato Maia, APA Bueno, JR Sato - World, 2023 - mdpi.com
Education plays a critical role in society as it promotes economic development through
human capital, reduces crime, and improves general well-being. In any country, especially …

An exploration of factors linked to academic performance in PISA 2018 through data mining techniques

A Gamazo, F Martínez-Abad - Frontiers in Psychology, 2020 - frontiersin.org
International large-scale assessments, such as PISA, provide structured and static data.
However, due to its extensive databases, several researchers place it as a reference in Big …

Examining ICT attitudes, use and support in blended learning settings for students' reading performance: Approaches of artificial intelligence and multilevel model

Y Peng, Y Wang, J Hu - Computers & Education, 2023 - Elsevier
The increasing importance of learning context digitalization has necessitated investigations
into the effects of information and communication technology (ICT)-related factors in blended …

Students' and schools' expectancy-value beliefs are associated with reading achievement: A cross-cultural study

J Li, RB King, Y Wang, SO Leung, C Wang - Learning and Individual …, 2023 - Elsevier
Students' expectancy and value beliefs are critical to reading achievement. However, past
studies have predominantly focused on these constructs at the student level. Whether and …

Why do East Asian students do so well in mathematics? A machine learning study

F Wang, RB King, SO Leung - International Journal of Science and …, 2023 - Springer
East Asian students have consistently performed well in mathematics compared to their
international peers. Though many researchers have attempted to explore the factors that …

[PDF][PDF] Predictive machine learning approach for complex problem solving process data mining

A Pejić, PS Molcer - Acta Polytechnica Hungarica, 2021 - acta.uni-obuda.hu
Problem-solving is considered to be an essential everyday skill, in professional as well as in
personal situations. In this paper, we investigate whether a predictive model for a problem …

Adolescent loneliness across the world and its relation to school climate, national culture and academic performance

R Jefferson, M Barreto, F Jones… - British Journal of …, 2023 - Wiley Online Library
Background Loneliness during adolescence has adverse consequences for mental health,
education and employment outcomes. Yet, we know little about common correlates of …

Cross-cultural comparisons of the factors influencing the high reading achievement in Turkey and China: Evidence from PISA 2018

S Kılıç Depren, Ö Depren - The Asia-Pacific Education Researcher, 2022 - Springer
The motto “if you can't measure it, you can't manage it” is the basic idea of innovation in
every area of business life. In education, governments get involved in many studies such as …

Moderating effects of teacher feedback on the associations among inquiry-based science practices and students' science-related attitudes and beliefs

S Chi, Z Wang, X Liu - International Journal of Science Education, 2021 - Taylor & Francis
This study aims to examine the moderating effect of teacher feedback on the associations
among inquiry-based science teaching and learning practices and students' science-related …