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  • The Relationship Between Design Outcomes and Mental States During Ideation
    GatedPeer-Reviewed21/03/2017Purdue University
    Abstract: Using electroencephalography (EEG) to predict design outcomes could be used in many applications as it facilitates the correlation of engagement and cognitive workload with ideation effectiveness. It also establishes a basis for the connection between EEG measurements and common constructs in engineering design research. In this paper, we propose a support vector machine (SVM)-based […]

  • Psychophysiological Responses to Short-Term Cooling During a Simulated Monotonous driving task
    GatedPeer-Reviewed20/02/2017Technical University Chemnitz + 2
    Abstract:  For drivers on monotonous routes, cognitive fatigue causes discomfort and poses an important risk for traffic safety. Countermeasures against this type of fatigue are required and thermal stimulation is one intervention method. Surprisingly, there are hardly studies available to measure the effect of cooling while driving. Hence, to better understand the effect of short-term cooling […]

  • Positive Affect Is Associated With Reduced Fixation in a Realistic Medical Simulation
    GatedPeer-Reviewed01/02/2017Macquarie University + 3
    Objective: This study extends previous research by exploring the association between mood states (i.e., positive and negative affect) and fixation in practicing anesthetists using a realistic medical simulation. Background: The impact of practitioner emotional states on fixation is a neglected area of research. Emerging evidence is demonstrating the role of positive affect in facilitating problem solving and […]

  • Maternal gaze to the infant face: Effects of infant age and facial configuration during mother-infant engagement in the first nine weeks
    GatedPeer-Reviewed01/02/2017University of Reading + 5
    Background: Adult gaze plays an important role in early infant development, and infants are highly sensitive to its presence and direction. Little is known, however, about how adults look at infants while interacting with them. Using eye-tracking technology, this study investigated maternal gaze during naturalistic interactions, and how it was influenced by infant age, focusing on […]

  • Real-Time Sensing of Trust in Human-Machine Interaction
    Open AccessPeer-Reviewed19/01/2017Purdue University
    Abstract: Human trust in automation plays an important role in successful interactions between humans and machines. To design intelligent machines that can respond to changes in human trust, real-time sensing of trust level is needed. In this paper, we describe an empirical trust sensor model that maps psychophysiological measurements to human trust level. The use of […]

  • The Effects of Autonomy on Emotions and Learning in Game-Based Learning Environments
    Open AccessPeer-Reviewed01/01/2017North Carolina State University
    Abstract:  The current study examined the impact of agency on college students’ emotions and learning during gameplay with CRYSTAL ISLAND, a game-based learning environment designed to foster microbiology learning. 96 undergraduate students (59% female) from a large North American university participated in the study. Participants were randomly assigned to one of three experimental conditions (i.e., […]

  • Evaluations That Matter: Customer Preferences Using Industry-Based Evaluations and Eye-Gaze Data
    GatedPeer-Reviewed06/12/2016Purdue University + 2
    Abstract:  This study is the first stage of a research program aimed at understanding differences in how people process 2D and 3D automotive stimuli, using psychophysiological tools such as galvanic skin response (GSR), eye tracking, electroencephalography (EEG), and facial expressions coding, along with respondent ratings. The current study uses just one measure, eye tracking, and […]

  • What makes a smiling face look happy? Visual saliency, distinctiveness, and affect
    GatedPeer-Reviewed29/11/2016Universidad de La Laguna + 2
    Abstract: We investigated the relative contribution of (a) perceptual (eyes and mouth visual saliency), (b) conceptual or categorical (eye expression distinctiveness), and (c) affective (rated valence and arousal) factors, and (d) specific morphological facial features (Action Units; AUs), to the recognition of facial happiness. The face stimuli conveyed truly happy expressions with a smiling mouth […]

  • Automatic expression recognition and expertise prediction in Bharatnatyam
    GatedPeer-Reviewed03/11/2016International Institute of Information Technology
    Abstract: Bharatnatyam is an ancient Indian Classical Dance form consisting of complex postures and expressions. One of the main challenges in this dance form is to perform expression recognition and use the resulting data to predict the expertise of a test dancer. In this paper, expression recognition is carried out for the 6 basic expressions […]

  • Deep Multimodal Fusion for Persuasiveness Prediction
    Open AccessPeer-Reviewed01/11/2016University of Central Florida + 2
    Abstract: Persuasiveness is a high-level personality trait that quantifies the influence a speaker has on the beliefs, attitudes, intentions , motivations, and behavior of the audience. With social multimedia becoming an important channel in propagating ideas and opinions, analyzing persuasiveness is very important. In this work, we use the publicly available Persuasive Opinion Multimedia (POM) […]

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