Automated gaze-based identification of students' strategies in histogram tasks through an interpretable mathematical model and a machine learning algorithm
As a first step toward automatic feedback based on students' strategies for solving histogram
tasks we investigated how strategy recognition can be automated based on students' gazes …
tasks we investigated how strategy recognition can be automated based on students' gazes …
[PDF][PDF] Using machine learning to understand students' gaze patterns on graphing tasks
Graphs are ubiquitous. Many graphs, including histograms, bar charts, and stacked dotplots,
have proven tricky to interpret. Students' gaze data can indicate students' interpretation …
have proven tricky to interpret. Students' gaze data can indicate students' interpretation …
Reflections on gaze data in statistics education
L Boels - Teaching Statistics, 2023 - Wiley Online Library
Gaze data are still uncommon in statistics education despite their promise. Gaze data
provide teachers and researchers with a new window into complex cognitive processes …
provide teachers and researchers with a new window into complex cognitive processes …
Assessing Students' Interpretations of Histograms before and after Interpreting Dotplots: A Gaze-Based Machine Learning Analysis.
Many students persistently misinterpret histograms. Literature suggests that having students
solve dotplot items may prepare for interpreting histograms, as interpreting dotplots can help …
solve dotplot items may prepare for interpreting histograms, as interpreting dotplots can help …
Algebraization levels of activities linked to statistical tables in Spanish secondary textbooks
In this paper we analyze the algebraization levels involved in the mathematical activity
linked to statistical tables in a sample of 18 Spanish secondary school textbooks (12–15 …
linked to statistical tables in a sample of 18 Spanish secondary school textbooks (12–15 …
How Students' Statistics Beliefs Influence Their Attitudes: A Quantitative and a Qualitative Approach
Negative attitudes of students toward statistics in introductory courses are a widespread
phenomenon. The reasons lie first and foremost in students' experiences with mathematics …
phenomenon. The reasons lie first and foremost in students' experiences with mathematics …
Assessing Students' Learning when Interpreting Histograms: A Gaze-Based Machine Learning Analysis
Students consistently misinterpret histograms. Statistics education literature suggests that
solving dotplot items can support correct histogram interpretations. We therefore explore …
solving dotplot items can support correct histogram interpretations. We therefore explore …
Introducing Density Histograms to Grades 10 and 12 Students: Design and Tryout of an Intervention Inspired by Embodied Instrumentation
Density histograms can bridge the gap between histograms and continuous probability
distributions, but research on how to learn and teach them is scarce. In this paper, we …
distributions, but research on how to learn and teach them is scarce. In this paper, we …