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1,387 Results Found

  • Article
  • Open Access
56 Citations
25,135 Views
30 Pages

Eye-Tracking in Interactive Virtual Environments: Implementation and Evaluation

  • Pavel Ugwitz,
  • Ondřej Kvarda,
  • Zuzana Juříková,
  • Čeněk Šašinka and
  • Sascha Tamm

19 January 2022

Not all eye-tracking methodology and data processing are equal. While the use of eye-tracking is intricate because of its grounding in visual physiology, traditional 2D eye-tracking methods are supported by software, tools, and reference studies. Thi...

(This article belongs to the Topic Virtual Reality, Digital Twins, the Metaverse)
  • Article
  • Open Access
49 Citations
1,733 Views
19 Pages

Collecting and Analyzing Eye-Tracking Data in Outdoor Environments

  • Karen M. Evans,
  • Robert A. Jacobs,
  • John A. Tarduno and
  • Jeff B. Pelz

15 December 2012

Natural outdoor conditions pose unique obstacles for researchers, above and beyond those inherent to all mobile eye-tracking research. During analyses of a large set of eye-tracking data collected on geologists examining outdoor scenes, we have found...

  • Entry
  • Open Access
16 Citations
8,078 Views
12 Pages

13 September 2024

Eye-tracking is a biometrics technique that has started to find applications in research related to our interaction with the built environment. Depending on the focus of a given study, the collection of valence and arousal measurements can also be co...

(This article belongs to the Section Behavioral Sciences)
  • Article
  • Open Access
12 Citations
1,063 Views
11 Pages
J. Eye Mov. Res.2014, 7(5), 1-11;https://doi.org/10.16910/jemr.7.5.5 
(registering DOI)

16 January 2015

Eye-tracking in linguistics has focused mainly on reading at the level of the word or sentence. In this paper we discuss how the phenomenon of formulaic language might best be examined using this methodology. Formulaic language is fundamentally multi...

  • Systematic Review
  • Open Access
27 Citations
6,951 Views
32 Pages

30 November 2023

In recent decades, sustainable products have been increasingly investigated using eye-tracking. Eye-tracking is applied to the record eye movements and visual attention of consumers as they search for food, and from this, conclusions can be drawn abo...

(This article belongs to the Section Sustainable Food)
  • Article
  • Open Access
18 Citations
677 Views
15 Pages

Eye-Tracking en Masse: Group User Studies, Lab Infrastructure, and Practices

  • Maria Bielikova,
  • Martin Konopka,
  • Jakub Simko,
  • Robert Moro and ,
  • Jozef Tvarozek,
  • Patrik Hlavac and
  • Eduard Kuric
  • + 2 authors+ 0 author

20 August 2018

The costs of eye-tracking technologies steadily decrease. This allows research institutions to obtain multiple eye-tracking devices. Already, several multiple eye-tracker laboratories have been established. Researchers begin to recognize the subfield...

  • Systematic Review
  • Open Access
23 Citations
12,907 Views
50 Pages

Eye-tracking has become increasingly popular in second language (L2) research. In this study, we systematically reviewed 111 eye-tracking studies published in 17 L2 journals to explore the application and replicability of eye-tracking technology in L...

  • Systematic Review
  • Open Access
26 Citations
16,716 Views
38 Pages

17 November 2024

Reading is a complex skill that requires accurate word recognition, fluent decoding, and effective comprehension. Children with dyslexia often face challenges in these areas, resulting in ongoing reading difficulties. This study systematically review...

(This article belongs to the Special Issue Innovative Practices for Students with Learning Disabilities)
  • Review
  • Open Access
285 Citations
32,171 Views
21 Pages

22 April 2020

The ability to detect users’ emotions for the purpose of emotion engineering is currently one of the main endeavors of machine learning in affective computing. Among the more common approaches to emotion detection are methods that rely on elect...

(This article belongs to the Section Wearables)
  • Article
  • Open Access
10 Citations
1,085 Views
10 Pages

A Cheap Portable Eye-Tracker Solution for Common Setups

  • Onur Ferhat,
  • Fernando Vilariño and
  • Francisco Javier Sánchez

We analyze the feasibility of a cheap eye-tracker where the hardware consists of a single webcam and a Raspberry Pi device. Our aim is to discover the limits of such a system and to see whether it provides an acceptable performance. We base our work...

  • Review
  • Open Access
599 Views
30 Pages

Eye-Tracking Research: A Bibliometric Analysis Based on Scopus

  • Mehmet Fatih Özalp,
  • Hicran Hanım Halaç,
  • Nuray Özkaraca Özalp and
  • Fikret Bademci

16 September 2026

Eye tracking is an interdisciplinary research method used in many fields, including engineering, architecture, health sciences, psychology, marketing, and human–computer interaction. Although it is often perceived as a modern research method, its ori...

  • Proceeding Paper
  • Open Access
5 Citations
3,484 Views
9 Pages

Eye-Tracking Technologies for Facilitating Multimodal Interaction in Aviation Environments

  • Dimosthenis Minas,
  • Lukas Tews,
  • Angelos Fotopoulos,
  • Michalis Xenos and ,
  • Alberto Calvo-Córdoba and
  • María Rivas-Vidal
  • + 1 author+ 0 author

This paper presents a comprehensive examination of eye-tracking technologies aimed at enhancing multimodal interactions within aviation environments. By reviewing and comparing various eye-tracking approaches, we provide valuable insights into their...

(This article belongs to the Proceedings of The 14th EASN International Conference on “Innovation in Aviation & Space Towards Sustainability Today & Tomorrow”)
  • Article
  • Open Access
10 Citations
5,130 Views
15 Pages

31 March 2020

The difficulty level of learning tasks is a concern that often needs to be considered in the teaching process. Teachers usually dynamically adjust the difficulty of exercises according to the prior knowledge and abilities of students to achieve bette...

(This article belongs to the Special Issue New Trends on Multimodal Learning Analytics: Using Sensors to Understand and Improve Learning)
  • Article
  • Open Access
30 Citations
7,521 Views
25 Pages

Evaluation of the Cartographical Quality of Urban Plans by Eye-Tracking

  • Jaroslav Burian,
  • Stanislav Popelka and
  • Marketa Beitlova

This paper describes a study of the evaluation of cartographic quality of urban plans in the Czech Republic using eye-tracking. Although map visualization is a crucial part of the urban planning process, only a few studies have focused on the evaluat...

  • Article
  • Open Access
238 Views
14 Pages

Eye-Tracking for Cognitive Load Assessments in a Manufacturing Environment: A Feasibility Study

  • Francesco Biondi,
  • Praneet Sahoo,
  • Angie Lafferty,
  • Rodney Demars and
  • Frida Graf

Maintaining cognitive load that is neither too high nor too low is key for workplace safety and efficiency. Cognitive load assessment research is often conducted in highly controlled laboratory environments that, by nature, come short of fully recrea...

  • Article
  • Open Access
7 Citations
6,867 Views
24 Pages

Adaptive Real-Time Translation Assistance Through Eye-Tracking

  • Dimosthenis Minas,
  • Eleanna Theodosiou,
  • Konstantinos Roumpas and
  • Michalis Xenos

2 January 2025

This study introduces the Eye-tracking Translation Software (ETS), a system that leverages eye-tracking data and real-time translation to enhance reading flow for non-native language users in complex, technical texts. By measuring the fixation durati...

  • Article
  • Open Access
31 Citations
610 Views
10 Pages

On the Structure of Measurement Noise in Eye-Tracking

  • Charles A. Coey,
  • Sebastian Wallot,
  • Michael J. Richardson and
  • Guy Van Orden

4 September 2012

Past research has discovered fractal structure in eye movement variability and interpreted this result as having theoretical ramifications. No research has, however, investigated how properties of the eye-tracking instrument might affect the structur...

  • Systematic Review
  • Open Access
701 Views
17 Pages

Insights from Eye-Tracking Technology in Infants with or at Risk of a Motor Disability: A Systematic Review

  • Sabrina Schaly,
  • Annemarie Murphy,
  • Darryl Chiu,
  • Alistair McEwan and
  • Petra Karlsson

30 July 2026

Background/Objectives: Limited evidence exists on the use of eye-tracking technology in infants with disabilities, particularly with motor disabilities. This systematic review examines the eye-tracking metrics, protocols, and feasibility of eye-track...

(This article belongs to the Special Issue Advances in Pediatric Assistive Technologies)
  • Review
  • Open Access
30 Citations
15,964 Views
28 Pages

This paper analyzes peer-reviewed empirical eye-tracking studies of behavior in web search engines. A framework is created to examine the effectiveness of eye-tracking by drawing on the results of, and discussions concerning previous experiments. Bas...

(This article belongs to the Section Review)
  • Review
  • Open Access
1 Citations
1,166 Views
19 Pages

4 December 2025

The investigation of eye movements has been shown to provide valuable insights into a variety of cognitive processes. A limited number of recent studies have adopted eye-tracking to investigate the processes underlying simple and complex arithmetic....

  • Review
  • Open Access
1 Citations
1,551 Views
17 Pages

Background: This review discusses the application of eye-tracking technology in the detection and monitoring of binocular vision anomalies among children. Methods: A scoping review using PRISMA guidelines was conducted through Scopus, ScienceDirect,...

(This article belongs to the Special Issue Digital Advances in Binocular Vision and Eye Movement Assessment)
  • Feature Paper
  • Review
  • Open Access
11 Citations
9,018 Views
28 Pages

Recent Progress on Eye-Tracking and Gaze Estimation for AR/VR Applications: A Review

  • Liwan Lin,
  • Zongyu Wu,
  • Yijun Lu,
  • Zhong Chen and
  • Weijie Guo

22 August 2025

Visual information is crucial in human life, not only providing critical support for communication, learning, and decision-making, but also playing a key role in psychology, medicine, and science. Eye-tracking and gaze estimation have promoted the de...

(This article belongs to the Section Computer Science & Engineering)
  • Review
  • Open Access
529 Views
35 Pages

Eye-Tracking in Bipolar Disorder: A Methodology-Focused Narrative Review

  • Evrim Bayrak Oruc,
  • Buket Koparal,
  • Jonathan Jacobs,
  • Aasef G. Shaikh and
  • Keming Gao

24 August 2026

Background and Objectives: This methodology-focused narrative review synthesizes the eye-tracking literature in bipolar disorder (BD) to evaluate the utility of such technology in identifying potential state or trait biomarkers for BD. Methods: A Pub...

(This article belongs to the Section Psychiatry)
  • Systematic Review
  • Open Access
7 Citations
3,061 Views
19 Pages

A Systematic Review of Research on Urban Streets and Parks Based on Eye-Tracking Technology

  • Lin Yuan,
  • Zhaoyi Yang,
  • Xiang Wang,
  • Chuandong Bai and
  • Fang Wen

24 August 2025

In recent years, the application of eye-tracking technology in urban studies has garnered increasing attention from researchers across various disciplines. This study aims to provide a comprehensive review of the current applications of eye-tracking...

  • Article
  • Open Access
79 Citations
11,110 Views
15 Pages

Development and Calibration of an Eye-Tracking Fixation Identification Algorithm for Immersive Virtual Reality

  • Jose Llanes-Jurado,
  • Javier Marín-Morales,
  • Jaime Guixeres and
  • Mariano Alcañiz

1 September 2020

Fixation identification is an essential task in the extraction of relevant information from gaze patterns; various algorithms are used in the identification process. However, the thresholds used in the algorithms greatly affect their sensitivity. Mor...

(This article belongs to the Special Issue Wearable Technologies and Applications for Eye Tracking)
  • Review
  • Open Access
67 Views
22 Pages

Eye-Tracking Corpus Research on Reading Cognition: Progress, Challenges, and Future Directions

  • Jiaying Tang,
  • Jianan Tai,
  • Hongyu Liang,
  • Xiaolei Gao and
  • Lei Gao

6 November 2026

Eye-tracking corpora integrate authentic linguistic materials from natural reading contexts with eye-movement data. They provide a new methodological paradigm for investigating cognitive processing during reading with relatively high ecological valid...

  • Systematic Review
  • Open Access
16 Citations
8,315 Views
18 Pages

Using Eye-Tracking in Education—A Review Study

  • Vlastimil Chytry,
  • Nikola Mundokova and
  • Milan Kubiatko

Visual perception is a complex psychological operation that is used to understand our environment. Its measurement gradually penetrates various areas of human life as well as the educational process. The presented study has a theoretical–analyt...

(This article belongs to the Section Education and Psychology)
  • Article
  • Open Access
19 Citations
5,298 Views
20 Pages

10 July 2024

This study investigates the relationship between eye-tracking metrics and emotional experiences in the context of cultural landscapes and tourism-related visual stimuli. Fifty-three participants were involved in two experiments: forty-three in the da...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
8 Citations
3,222 Views
11 Pages

29 April 2024

The “Content-Identifying Methodology”, or CIM, is an approach developed by environmental psychologists Rachel and Stephen Kaplan to understand the landscape characteristics that people find visually attractive. The Kaplans did this by sur...

(This article belongs to the Special Issue Exploring Multisensory Landscapes: 2023 Visual Resource Stewardship Conference)
  • Article
  • Open Access
6 Citations
1,790 Views
17 Pages

The Influence of Eye Model Parameter Variations on Simulated Eye-Tracking Outcomes

  • Joshua Fischer,
  • Johan van der Merwe and
  • David Vandenheever

16 October 2023

The simulated data used in eye-tracking-related research has been largely generated using normative eye models with little consideration of how the variations in eye biometry found in the population may influence eye-tracking outcomes. This study inv...

  • Systematic Review
  • Open Access
1,056 Views
19 Pages

Eye-Tracking Assessment in Patients with Disorders of Consciousness: A Systematic Review

  • Anna Estraneo,
  • Lorenza Marcello,
  • Francesca Mancino,
  • Alessia De Feo and ,
  • Andrea Soricelli,
  • Monica Franzese and
  • Carlo Cavaliere
  • + 2 authors+ 0 author

Background/Objectives: Disorders of consciousness (DOC), including vegetative state/unresponsive wakefulness syndrome (VS/UWS) and minimally conscious state (MCS), present significant diagnostic challenges. Misdiagnosis rates approach 40%, often due...

(This article belongs to the Section Systems Neuroscience)
  • Article
  • Open Access
1,767 Views
29 Pages

An Eye-Tracking and Forecasting Experiment on Consumer Purchasing Decisions Through Product Reviews

  • Seda Busra Sarac,
  • Kazim Baris Atici,
  • Ismail Bezci,
  • Ata Erinc Dansuk and
  • Fatma Semira Yildirim

This study aims to provide insight into consumer purchasing decisions by integrating eye-tracking data with forecasting techniques. First, the study investigates how consumption motives (hedonic vs. utilitarian) and purchasing purposes (for oneself v...

(This article belongs to the Special Issue Eye Tracking and Visualization)
  • Article
  • Open Access
19 Citations
4,750 Views
26 Pages

Landmarks play an essential role in wayfinding and are closely related to cognitive processes. Eye-tracking data contain massive amounts of information that can be applied to discover the cognitive behaviors during wayfinding; however, little attenti...

(This article belongs to the Special Issue Recent Trends in Location Based Services and Science)
  • Article
  • Open Access
1,686 Views
17 Pages

This study compares the roles of eye-tracking and verbal reports (think-alouds and retrospective verbal reports, RVRs) in L2 reading process research through three qualitative studies. Findings indicate that eye-tracking provided precise, quantitativ...

  • Article
  • Open Access
54 Citations
11,442 Views
21 Pages

19 January 2020

This paper describes a low-cost, robust, and accurate remote eye-tracking system that uses an industrial prototype smartphone with integrated infrared illumination and camera. Numerous studies have demonstrated the beneficial use of eye-tracking in d...

(This article belongs to the Special Issue Machine Learning for Biomedical Imaging and Sensing)
  • Article
  • Open Access
21 Citations
1,936 Views
16 Pages

Silent Versus Reading Out Loud modes: An Eye-Tracking Study

  • Ioannis Smyrnakis,
  • Vassilios Andreadakis,
  • Andriani Rina,
  • Nadia Bοufachrentin and
  • Ioannis M. Aslanides

21 October 2021

The main purpose of this study is to compare the silent and loud reading ability of typical and dyslexic readers, using eye-tracking technology to monitor the reading process. The participants (156 students of normal intelligence) were first divided...

  • Article
  • Open Access
10 Citations
1,313 Views
15 Pages

Eye-tracking technology is increasingly introduced in museums to assess their role in learning and knowledge transfer. However, their use provide limited quantitative and/or qualitative measures such as viewing time and/or gaze trajectory on an isola...

  • Article
  • Open Access
97 Citations
9,072 Views
19 Pages

17 February 2022

Autism spectrum disorder is a group of disorders marked by difficulties with social skills, repetitive activities, speech, and nonverbal communication. Deficits in paying attention to, and processing, social stimuli are common for children with autis...

(This article belongs to the Topic Artificial Intelligence in Healthcare)
  • Systematic Review
  • Open Access
41 Citations
9,466 Views
24 Pages

21 December 2024

(1) Background: As digital technology continues to reshape visual landscapes, understanding how design elements influence customer experience has become essential. Eye-tracking technology offers a powerful, quantitative approach to assessing visibili...

(This article belongs to the Section Cognition)
  • Article
  • Open Access
13 Citations
6,628 Views
21 Pages

Cognitively Driven Arabic Text Readability Assessment Using Eye-Tracking

  • Ibtehal Baazeem,
  • Hend Al-Khalifa and
  • Abdulmalik Al-Salman

16 September 2021

Using physiological data helps to identify the cognitive processing in the human brain. One method of obtaining these behavioral signals is by using eye-tracking technology. Previous cognitive psychology literature shows that readable and difficult-t...

(This article belongs to the Special Issue Trends in Artificial Intelligence and Data Mining: 2021 and Beyond)
  • Feature Paper
  • Article
  • Open Access
74 Citations
16,980 Views
15 Pages

The Neuroergonomics of Aircraft Cockpits: The Four Stages of Eye-Tracking Integration to Enhance Flight Safety

  • Vsevolod Peysakhovich,
  • Olivier Lefrançois,
  • Frédéric Dehais and
  • Mickaël Causse

27 February 2018

Commercial aviation is currently one of the safest modes of transportation; however, human error is still one major contributing cause of aeronautical accidents and incidents. One promising avenue to further enhance flight safety is Neuroergonomics,...

(This article belongs to the Special Issue Aviation Safety)
  • Article
  • Open Access
31 Citations
1,400 Views
15 Pages

Eye-Tracking Analysis of Interactive 3D Geovisualization

  • Lukas Herman,
  • Stanislav Popelka and
  • Vendula Hejlova

This paper describes a new tool for eye-tracking data and their analysis with the use of interactive 3D models. This tool helps to analyse interactive 3D models easier than by time-consuming, frame-by-frame investigation of captured screen recordings...

  • Article
  • Open Access
2 Citations
945 Views
20 Pages

In the new industrial revolution 5.0 era, manufacturing facilities with manual assembly have higher expectations, higher mass customization, and more human involvement, as well as including new digital technologies in smart workstations. Given these...

  • Article
  • Open Access
87 Citations
14,426 Views
15 Pages

9 February 2021

Background: A case study is proposed to empirically test and discuss the eye-tracking status-quo hardware capabilities and limitations of an off-the-shelf virtual reality (VR) headset with embedded eye-tracking for at-home ready-to-go online usabilit...

  • Review
  • Open Access
67 Citations
10,530 Views
18 Pages

The Contribution of Machine Learning and Eye-Tracking Technology in Autism Spectrum Disorder Research: A Systematic Review

  • Konstantinos-Filippos Kollias,
  • Christine K. Syriopoulou-Delli,
  • Panagiotis Sarigiannidis and
  • George F. Fragulis

30 November 2021

Early and objective autism spectrum disorder (ASD) assessment, as well as early intervention are particularly important and may have long term benefits in the lives of ASD people. ASD assessment relies on subjective rather on objective criteria, wher...

(This article belongs to the Section Circuit and Signal Processing)
  • Feature Paper
  • Article
  • Open Access
34 Citations
6,472 Views
21 Pages

12 May 2020

Simulations and games bring the possibility to research complex processes of managerial decision-making. However, this modern field requires adequate methodological procedures. Many authors recommend the use of a combination of concurrent think-aloud...

(This article belongs to the Special Issue Sensors for Behavioral Science—Social, Affective, and Cognitive Science Perspectives)
  • Article
  • Open Access
2 Citations
1,509 Views
12 Pages

Research on the Use of Eye-Tracking in Marking Prohibited Items in Security Screening at the Airport

  • Artur Kierzkowski,
  • Tomasz Kisiel,
  • Ewa Mardeusz and
  • Jacek Ryczyński

30 May 2025

This article presents the results of an experimental study that indicates a problem in assessing the effectiveness of security control operators, that is, the Hit Rate indicator. It was pointed out that there is a significant error in determining whe...

(This article belongs to the Section Electrical, Electronics and Communications Engineering)
  • Article
  • Open Access
15 Citations
1,866 Views
19 Pages

23 February 2016

The main objective of this study is to investigate the effects of the emotional content of an event and participants’ perspective on the memory and eye-tracking measurements for central and peripheral de-tails. The data have been collected from 130 u...

  • Article
  • Open Access
16 Citations
11,286 Views
12 Pages

Disinhibition is a common sign among children with attention-deficit/hyperactivity disorder (ADHD). The present study examined the effect of computerized eye-tracking training to improve inhibitory control in ADHD children. Thirty-two ADHD children (...

  • Communication
  • Open Access
35 Citations
7,930 Views
9 Pages

21 December 2020

Abnormal saccadic eye movements, such as longer anti-saccade latency and lower pro-saccade accuracy, are common in children with attention-deficit/hyperactivity disorder (ADHD). The present study aimed to investigate the effectiveness of computerized...

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