Predictive and explanatory models might miss informative features in educational data
NT Young, MD Caballero - arXiv preprint arXiv:2103.14513, 2021 - arxiv.org
We encounter variables with little variation often in educational data mining (EDM) due to
the demographics of higher education and the questions we ask. Yet, little work has …
the demographics of higher education and the questions we ask. Yet, little work has …
Gender debate is not worthy in the 21st century classroom: Evidence-based outcomes from psychological abilities in students
I Mahama, VE Eggley… - Applied …, 2023 - 2oldtoojsacad.acad-pub.com
The debate about differences in intellectual abilities is far from over. This debate has
astronomically drifted from academic success to mental possessions. In this regard, the …
astronomically drifted from academic success to mental possessions. In this regard, the …
Long-Term Prediction from Topic-Level Knowledge and Engagement in Mathematics Learning
AF Zambrano, RS Baker - Proceedings of the 14th Learning Analytics …, 2024 - dl.acm.org
During middle school, students' learning experiences begin to influence their future
decisions about college enrollment and career selection. Prior research indicates that both …
decisions about college enrollment and career selection. Prior research indicates that both …
Detecting students gifted in mathematics with stream mining and concept drift based m-learning models integrating educational computer games
One of the problems of individualized classes which adapt contents and methods of
teaching to students of different cognitive capabilities is early and widely available detection …
teaching to students of different cognitive capabilities is early and widely available detection …
The effect of a multimedia-enriched problem-based learning environment on socioeconomically disadvantaged middle school students' science learning: Examining …
This study examined how 465 socioeconomically disadvantaged middle school students
used a multimedia-enriched problem-based learning (PBL) program. Using a mixed …
used a multimedia-enriched problem-based learning (PBL) program. Using a mixed …
Gender differences in achievement, behavior, and STEM interest among learners using Minecraft
MA Esclamado, MMT Rodrigo - 2024 - archium.ateneo.edu
In this paper, we analyze how male and female learners differ in their in-game behaviors,
knowledge assessment outcomes, and STEM interest using the What-If Hypothetical …
knowledge assessment outcomes, and STEM interest using the What-If Hypothetical …
[图书][B] The Past, Present, and Future of Graduate Admissions in Physics
NT Young - 2021 - search.proquest.com
While graduate admissions in physics directly affects only a small number of people on an
annual basis, the number of people indirectly affected is orders of magnitude greater. Those …
annual basis, the number of people indirectly affected is orders of magnitude greater. Those …
[引用][C] Isolating variable effects in supervised machine learning illustrated in educational data mining
RLC SILVA FILHO - 2024 - Universidade Federal de …