Learning Factors for TIMSS Math Performance Evidenced Through Machine Learning in the UAE
Understanding how the UAE K12 education system performs with data-driven evidence is
key to inform better policy making to support UAE vision to upskill human capital growth for …
key to inform better policy making to support UAE vision to upskill human capital growth for …
Evidence and Promises of AI Predictions to Understand Student Approaches to Math Learning in Abu Dhabi K12 Public Schools
X Miao, PK Mishra, A Nadaf - Gulf Education and Social Policy …, 2021 - knepublishing.com
Transforming the education system and building highly skilled human capital for a
sustainable and competitive knowledge economy have been on the UAE's top policy …
sustainable and competitive knowledge economy have been on the UAE's top policy …
Interpretable Machine Learning Models for PISA Results in Mathematics
I Gómez-Talal, L Bote-Curiel… - Available at SSRN … - papers.ssrn.com
Abstract The Programme for International Student Assessment (PISA) 2022 provides a
canvas to explore educational achievements across the globe. Our study focuses on Spain's …
canvas to explore educational achievements across the globe. Our study focuses on Spain's …
[PDF][PDF] IMPACT OF INSTRUCTIONAL APPROACH ON MATHEMATICAL REASONING AND SELF-EFFICACY BELIEFS: A BAYESIAN ANALYSIS FOR VARIABLE …
RI Quintero-Sánchez, VV Pineda-Romero - researchgate.net
Instructional and assessment approaches play a fundamental role in the effectiveness of
mathematics education. Literature is well-stocked with studies confirming that teachers need …
mathematics education. Literature is well-stocked with studies confirming that teachers need …
[PDF][PDF] Interpretable-machine-learning evidence for importance and optimum of learning time
A Nadaf, S Eliëns, X Miao - International Journal of Information and …, 2021 - ijiet.org
This study uses a machine learning technique, a boosted tree model, to relate the student
cognitive achievement in the 2018 data from the Programme of International Student …
cognitive achievement in the 2018 data from the Programme of International Student …
The mediating role of learning analytics to improve student academic performance
Recent indicators of the success of every college graduate still refer to the cumulative
academic achievement index. The era of disruption of the digitalization of education has …
academic achievement index. The era of disruption of the digitalization of education has …
Leveraging Artificial Intelligence to Predict Student Performance: A Comparative Machine Learning Approach
This study explores the application of artificial intelligence (AI) and machine learning (ML) in
predicting high school student performance during the transition to university. Recognizing …
predicting high school student performance during the transition to university. Recognizing …
Finding the contextual impacts on Students' Mathematical performance using a Machine Learning-based Approach
An extensive dataset for examining Moroccan eighth-grade pupils' mathematical prowess
was made available by the 2019 Trends in Mathematics and Science Study (TIMSS). The …
was made available by the 2019 Trends in Mathematics and Science Study (TIMSS). The …
An interactive learning analytics tool to support higher education stakeholder to more explain and interpret predictive student's failure or success
B KHELIL, SIDA SAHD - 2023 - dspace.univ-tiaret.dz
Learning Analytics has great potential for improving student learning and pre-diction making
about the probability of their success or failure. However, these machine learning algorithms …
about the probability of their success or failure. However, these machine learning algorithms …
Predicting and interpreting student performance using ensemble models and shapley additive explanations
In several areas, including education, the use of machine learning, such as artificial neural
networks, has resulted in significant improvements in predicting tasks. The opacity of these …
networks, has resulted in significant improvements in predicting tasks. The opacity of these …