Who's the Best Detective? Large Language Models vs. Traditional Machine Learning in Detecting Incoherent Fourth Grade Math Answers

F Urrutia, R Araya - Journal of Educational Computing …, 2024 - journals.sagepub.com
Written answers to open-ended questions can have a higher long-term effect on learning
than multiple-choice questions. However, it is critical that teachers immediately review the …

[HTML][HTML] Automatically detecting incoherent written math answers of fourth-graders

F Urrutia, R Araya - Systems, 2023 - mdpi.com
Arguing and communicating are basic skills in the mathematics curriculum. Making
arguments in written form facilitates rigorous reasoning. It allows peers to review arguments …

Do written responses to open-ended questions on fourth-grade online formative assessments in mathematics help predict scores on end-of-year standardized tests?

F Urrutia, R Araya - Journal of Intelligence, 2022 - mdpi.com
Predicting long-term student achievement is a critical task for teachers and for educational
data mining. However, most of the models do not consider two typical situations in real-life …

Implementing government elementary math exercises online: Positive effects found in RCT under social turmoil in Chile

R Araya, K Diaz - Education Sciences, 2020 - mdpi.com
The impact of online math programs depends on its implementation, especially in vulnerable
populations from developing countries. An existing online platform was adapted, at the …

Teacher training, mentoring or performance support systems?

R Araya - Advances in Human Factors in Training, Education …, 2019 - Springer
A major challenge in education is how to improve teaching. This means improving teaching
so that all students effectively achieve the levels of performance stipulated in the curriculum …

Revealed preferences of fourth graders when requesting face-to-face help while doing math exercises online

R Araya, R Gormaz - Education Sciences, 2021 - mdpi.com
When in doubt, asking a peer can be very helpful. Students learn a lot of social strategies
from peers. However, stated preference studies have found that for elementary school …

Promoting socioeconomic equity through automatic formative assessment

A Barana, M Marchisio Conte - Journal on Mathematics Education, 2024 - iris.unito.it
Ensuring equity in education is a goal for sustainable development. Among the factors that
hinder equity, socioeconomic status (SES) has the highest impact on learning Mathematics …

How Should I Teach from This Month Onward? A State-Space Model That Helps Drive Whole Classes to Achieve End-of-Year National Standardized Test Learning …

O Ulloa, R Araya - Systems, 2022 - mdpi.com
Every month, teachers face the dilemma of what exercises their students should practice,
and what their consequences are regarding long-term learning. Since teachers prefer to …

Context-Based personalized predictors of the length of written responses to open-ended questions of elementary school students

R Araya, A Jiménez, C Aguirre - Modern Approaches for Intelligent …, 2018 - Springer
One of the main goals of elementary school STEM teachers is that their students write their
own explanations. However, analyzing answers to question that promotes writing is difficult …

The effect of teacher questions on elementary school students' written responses on an online STEM platform

R Araya, E Aljovin - Advances in Human Factors in Training, Education …, 2018 - Springer
In this paper, we analyze thousands of elementary school students' written responses to
open-ended questions on an online STEM platform. We found that certain key words in the …