A review of using machine learning approaches for precision education

H Luan, CC Tsai - Educational Technology & Society, 2021 - JSTOR
In recent years, in the field of education, there has been a clear progressive trend toward
precision education. As a rapidly evolving AI technique, machine learning is viewed as an …

Improving learning and writing outcomes: Influence of cognitive and behavioral group awareness tools in wikis

L Ollesch, S Heimbuch, D Bodemer - International Journal of Computer …, 2021 - Springer
Group awareness (GA) tools can facilitate learning processes and outcomes by visualizing
different social attributes, such as cognitive and behavioral information about group …

Gazing through the bubble: an experimental investigation into financial risk-taking using eye-tracking

FM Toma, CO Cepoi, MN Kubinschi, M Miyakoshi - Financial Innovation, 2023 - Springer
Eye tracking can facilitate understanding irrational decision-making in contexts such as
financial risk-taking. For this purpose, we develop an experimental framework in which …

Predicting consumer choice from raw eye-movement data using the RETINA deep learning architecture

M Unger, M Wedel, A Tuzhilin - Data Mining and Knowledge Discovery, 2024 - Springer
We propose the use of a deep learning architecture, called RETINA, to predict multi-
alternative, multi-attribute consumer choice from eye movement data. RETINA directly uses …

Machine Learning in Behavioral Finance: A Systematic Literature Review.

SN Hojaji, M Yahyazadehfar… - Journal of Financial …, 2022 - search.ebscohost.com
This article endeavors to investigate the application of machine learning in behavioral
economics and behavioral finance to represent a profile of studies conducted in this field. To …

眼动轨迹匹配法: 一种研究决策过程的新方法

黄龙, 徐富明, 胡笑羽 - 心理科学进展, 2020 - journal.psych.ac.cn
摘要眼动轨迹匹配法是近年来新兴的一种眼动数据分析方法, 该方法包括注视数据的预处理,
兴趣区划分和编码, 形成眼动轨迹字符串, 计算相似性得分四个步骤. 研究者采用眼动轨迹匹配法 …

Inferiority, not similarity of the decoy to target, is what drives the transfer of attention underlying the attraction effect: Evidence from an eye-tracking study with real …

M Król, M Król - Journal of Neuroscience, Psychology, and …, 2019 - psycnet.apa.org
Recent studies reported that the attraction effect, whereby inferior decoys cause choice
reversals, fails to replicate if the choice options are presented in a pictorial rather than …

Deep convolutional symmetric encoder—Decoder neural networks to predict students' visual attention

T Hachaj, A Stolińska, M Andrzejewska, P Czerski - Symmetry, 2021 - mdpi.com
Prediction of visual attention is a new and challenging subject, and to the best of our
knowledge, there are not many pieces of research devoted to the anticipation of students' …

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 …

A novel eye movement data transformation technique that preserves temporal information: A demonstration in a face processing task

M Król, ME Król - Sensors, 2019 - mdpi.com
Existing research has shown that human eye-movement data conveys rich information about
underlying mental processes, and that the latter may be inferred from the former. However …