Building a nationally representative sample of teachers' online and offline: the Public Instructional Network of School Resources
The emerging big data allows educational studies to examine teaching and learning
behaviors over time and at scale. Less available is population-representative big data. This …
behaviors over time and at scale. Less available is population-representative big data. This …
Design and Evaluation of Online Educational Content: AI-Informed Guidelines Based on Machine Learning Analysis of Learners' Interactions Traces
This study proposes an intelligent educational decision support system that empowers
instructional designers to evaluate online educational contents in order to improve their …
instructional designers to evaluate online educational contents in order to improve their …
Early prediction of student dropout in higher education using machine learning models
The problem of student dropout in higher education has gained significant attention within
the Educational Data Mining research community over the years. Since student dropout is a …
the Educational Data Mining research community over the years. Since student dropout is a …
Identifying Learner Demographic Factors and Engagement Measures that Impact Successful Completion of an Online Introductory Statistics Course at a Community …
WO Quarshie - 2025 - search.proquest.com
Community colleges play vital roles in higher education by providing affordable and
accessible educational opportunities for learners from diverse backgrounds. To meet the …
accessible educational opportunities for learners from diverse backgrounds. To meet the …
Deep Learning for Investigating Causal Effects with High-Dimensional Data: Analytic Tools and Applications to Educational Interventions
A Guzman-Alvarez - 2023 - search.proquest.com
Recent developments in machine learning have the potential to revolutionize quantitative
education research. However, realizing this potential requires bridging the worlds of …
education research. However, realizing this potential requires bridging the worlds of …
Towards predicting student learning outcomes from learning management system interactions using machine learning
KL Marcynuk - 2023 - mspace.lib.umanitoba.ca
Advancements in classroom technology have resulted in new types of data collection in
educational settings. Along with improvements in the fields of artificial intelligence and …
educational settings. Along with improvements in the fields of artificial intelligence and …