Research & Science
Publications
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2023 Journal of Neuroscience, Psychology, and Economics Gated Peer-Reviewed
Self-reported and electroencephalogram responses to evaluate sponsorship congruence efficacy
University of Granada
Information for measuring the performance of a commercial action is essential for any organization. Sponsorship actions have increased significantly in the last few decades, but academics and practitioners have not yet found a suitable indicator for measuring their performance. This is the first study to propose an objective indicator-frontal alpha asymmetry using an electroencephalogram. Our […]
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2023 Child and Adolescent Psychiatry and Mental Health Open Access Peer-Reviewed
Machine learning for distinguishing saudi children with and without autism via eye-tracking data
Autism Center, King Faisal Specialists Hospital and Research Center + 7 more
Background Despite the prevalence of Autism Spectrum Disorder (ASD) globally, there’s a knowledge gap pertaining to autism in Arabic nations. Recognizing the need for validated biomarkers for ASD, our study leverages eye-tracking technology to understand gaze patterns associated with ASD, focusing on joint attention (JA) and atypical gaze patterns during face perception. While previous studies […]
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2023 Behaviour & Information Technology Gated Peer-Reviewed
Predicting video virality and viewer engagement: a biometric data and machine learning approach
Loyola University Chicago + 1 more
Predicting video virality is the holy grail of marketing today. Previous video virality prediction research has relied upon two processes that may lead to incomplete data or incomplete analyses: non-subconscious data collection and self-reporting. This exploratory study evaluates the potential of using a physiological manifestation of emotions captured through facial expressions and skin conductance to […]
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2023 Journal of Clinical and Experimental Neuropsychology Open Access Peer-Reviewed
Self-reported eye contact sensitivity and face processing in chromosome 22q11.2 deletion syndrome
Gillberg Neuropsychiatry Centre, Sahlgrenska Academy, University of Gothenburg + 7 more
Introduction 22q11.2 deletion syndrome (22qDS) has been associated with varying levels of social impairments, and with atypical visual scanning of faces. The present study explored whether self-reported sensitivity to eye contact might be related to these phenomena. Method Individuals with confirmed 22qDS were interviewed about their experience and possible discomfort with eye contact. In cases […]
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2023 Neuroscience Applied Open Access Peer-Reviewed
Prenatal affective cognitive training: A proof-of-concept study
Copenhagen Affective Disorders Research Center (CADIC) + 1 more
Negatively biased cognitive response to infant stimuli during pregnancy is associated with increased postpartum depression (PPD) risk. This proof-of-concept study aimed to investigate the feasibility and effects of a two-week affective cognitive training intervention on cognitive responses to emotional infant stimuli for pregnant participants at risk of PPD. Forty-three participants were included: 23 at high risk and 22 at […]
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2023 International Conference on Computational Collective Intelligence Gated
Investigation and Prediction of Cognitive Load During Memory and Arithmetic Tasks
Wroclaw University of Science and Technology + 2 more
The research presented in this paper aimed to study the effects of arithmetic and memory tasks (with two levels of difficulty: easy and hard) on human cognitive load using biometric eye tracking techniques. The experiment was conducted with thirty-one participants using iMotions’ integrated biometric platform. In addition to the eye tracking technique, data was also […]
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2023 Business Process Management: Blockchain, Robotic Process Automation and Educators Forum Open Access Peer-Reviewed
What Are You Gazing At? An Approach to Use Eye-Tracking for Robotic Process Automation
Escuela Técnica Superior de Ingeniería Informática + 2 more
User Interface (UI) logs are crucial in capturing and analyzing user behavior, enabling a comprehensive understanding of business processes and eventual process automation with Robotic Process Automation (RPA). However, extracting meaningful insights from UI logs becomes challenging, especially when dealing with complex and information-dense graphical user interfaces. This paper presents a novel approach that leverages […]
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2023 Frontiers in Psychology Open Access Peer-Reviewed
Identifying the effects of scaffolding on learners’ temporal deployment of self-regulated learning operations during game-based learning using multimodal data
School of Modeling, Simulation, and Training, University of Central Florida, Orlando, FL, United States + 2 more
Introduction: Self-regulated learning (SRL), or learners’ ability to monitor and change their own cognitive, affective, metacognitive, and motivational processes, encompasses several operations that should be deployed during learning including Searching, Monitoring, Assembling, Rehearsing, and Translating (SMART). Scaffolds are needed within GBLEs to both increase learning outcomes and promote the accurate and efficient use of SRL […]
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2023 BMJ Open Open Access Peer-Reviewed
Examination of gaze behaviour in social anxiety disorder using a virtual reality eye-tracking paradigm: protocol for a case–control study
VIRTU Research Group, Copenhagen Research Centre on Mental Health (CORE) + 2 more
Social anxiety disorder (SAD) has an early onset, a high lifetime prevalence, and may be a risk factor for developing other mental disorders. Gaze behaviour is considered an aberrant feature of SAD. Eye-tracking, a novel technology device, enables recording eye movements in real time, making it a direct and objective measure of gaze behaviour. Virtual […]
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2023 Drug and Alcohol Dependence Gated Peer-Reviewed
Effects of pictorial warning labels depicting lesser-known and well-known risks of smoking on viewing patterns, recall, and knowledge of smoking harms
Center for Interdisciplinary Research on Nicotine Addiction, Department of Psychiatry, University of Pennsylvania + 4 more
In 2019, the Food and Drug Administration introduced 11 pictorial warning labels (PWLs) for inclusion on cigarette packages, created in compliance with court recommendations and tailored to increase knowledge of smoking harms. Several highlighted lesser-known risks of smoking. No behavioral studies have yet evaluated how risk content in PWLs impacts viewing patterns, recall, and knowledge […]
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