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Selective eye fixations on diagnostic face regions of dynamic emotional expressions: KDEF-dyn database
Abstract: Prior research using static facial stimuli (photographs) has identified diagnostic face regions (i.e., functional for recognition) of emotional expressions. In the current study, we aimed to determine attentional orienting, engagement, and time course of fixation on diagnostic regions. To this end, we assessed the eye movements of observers inspecting dynamic expressions that changed from […]
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Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
Abstract: Humans convey their intentions through the usage of both verbal and nonverbal behaviors during face-to-face communication. Speaker intentions often vary dynamically depending on different nonverbal contexts, such as vocal patterns and facial expressions. As a result, when modeling human language, it is essential to not only consider the literal meaning of the words but […]
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Learning Robust Joint Representations for Multimodal Sentiment Analysis
Abstract: Multimodal sentiment analysis is a core research area that studies speaker sentiment expressed from the language, visual, and acoustic modalities. The central challenge in multimodal learning involves inferring joint representations that can process and relate information from these modalities. However, existing work learns joint representations using multiple modalities as input and may be sensitive […]
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Comparing the Affectiva iMotions Facial Expression Analysis Software with EMG
Abstract: People’s faces display emotions, informing others about their affective states. In order to measure facial displays of emotion, Electromyography (EMG) has widely been used, requiring electrodes and technical equipment. More recently, emotion recognition software has been developed that detects emotions from videos. However, its validity and comparability to EMG is unclear. The aim of […]
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An Analysis of Subliminal Static Images and Words Using Eye Tracking Techniques
This research used a Phenomenography approach of Eye Tracking to study the Biometric changes when participants were subjected to eight static subliminal images hidden in seven differently designed packages. Embeds or static subliminal stimulus in the form of pictures and words were hidden in seven different perfume packages and were used to study the changes […]
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The effect of social jet lag in women undergraduates’ visual attention within an e-learning environment: an eye tracking study
(Publication in Spanish) E-learning environments require students to adapt their eye gaze pattern to navigate the website and to follow instructions in order to do a task or take an exam. On the other hand, social jet lag has been related to concentration and attention problems in young, especially among women. To determine the effect […]
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Integrating Non-Invasive Neuroimaging and Computer Log Data to Improve Understanding of Cognitive Processes
Abstract: As non-invasive neuroimaging techniques become less expensive and more portable, we have the capability to monitor brain activity during various computer activities. This provides an opportunity to integrate brain data with computer log data to develop models of cognitive processes. These models can be used to continually assess an individual’s changing cognitive state and […]
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Study protocol for investigating physician communication behaviours that link physician implicit racial bias and patient outcomes in Black patients with type 2 diabetes using an exploratory sequential mixed methods design
Abstract: Patient-physician racial discordance is associated with Black patient reports of dissatisfaction and mistrust, which in turn are associated with poor adherence to treatment recommendations and underutilisation of healthcare. Research further has shown that patient dissatisfaction and mistrust are magnified particularly when physicians hold high levels of implicit racial bias. This suggests that physician implicit […]
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Branded Gamification in Technical Education
Abstract: Brand identification has the potential of shaping individuals’ attitudes, performance and commitment within learning and work contexts. We explore these effects, by incorporating elements of branded identification within gamified environments. We report a study with 44 employees, in which task performance and emotional outcomes are assessed in a real-world assembly scenario – namely, while […]
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Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder
Abstract: Facial expression is impaired in autism spectrum disorder (ASD), but rarely systematically studied. We focus on the ability of individuals with ASD to produce facial expressions of emotions in response to a verbal prompt. We used the Janssen Autism Knowledge Engine (JAKE®), including automated facial expression analysis software (FACET) to measure facial expressions in […]

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