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iMotions Blog

Veröffentlichungen

666 publications

  • 2015 Conference Proceedings IUI '15 Gated Peer-Reviewed

    Automatic Detection of Learning-Centered Affective States in the Wild

    University of Notre Dame + 2 more

    Abstract: Affect detection is a key component in developing intelligent educational interfaces that are capable of responding to the affective needs of students. In this paper, computer vision and machine learning techniques were used to detect students’ affect as they used an educational game designed to teach fundamental principles of Newtonian physics. Data were collected […]

  • 2014 Sage Language Testing Gated Peer-Reviewed

    The use of eye tracking in research on video-based second language (L2) listening assessment: A comparison of context videos and content videos

    University of Hawai‘i at Mānoa + 1 more

    Abstract: Investigating how visuals affect test takers’ performance on video-based L2 listening tests has been the focus of many recent studies. While most existing research has been based on test scores and self-reported verbal data, few studies have examined test takers’ viewing behavior (Ockey, 2007; Wagner, 2007, 2010a). To address this gap, in the present […]

  • 2014 International Conference on Automotive User Interfaces and Interactive Vehicular Applications Gated Peer-Reviewed

    Effect of cognitive load in autonomous vehicles on driver performance during transfer of control

    Stanford University

    Present study on cognitive workload in driving focuses on reduction of workload for better driving performance. In this paper, we talk about the cognitive load in drivers of autonomous cars and their performance under multiple cognitive loads. Our previous studies have indicated that low to no workload is likely to induce drowsiness in drivers of […]

  • 2014 Inderscience Online Gated Peer-Reviewed

    Establishing wiki design principles to advance wiki-based learning: an eye tracking study

    Department of Educational Leadership, Kansas State University + 1 more

    Abstract: A review of research studies on the integration of wiki into curriculum indicates the necessity of establishing wiki design principles in order to capitalize on the learning opportunity wiki technology offers. Utilising eye tracking technology, this study explores wiki design principles by examining students’ reading patterns when they study a learning topic presented in […]

  • 2014 21st International Conference on Recent Advances in Retailing and Services Science Open Access Peer-Reviewed

    Understanding the influence from web-shop design on consumers visual attention and product evaluation

    Copenhagen Business School

    Abstract: Buying behaviour theory goes back to the start of the 50’s and over the years different models have been developed influenced by different sociological views and trends. In the age of digitalization and e-commerce these theories seem to be less useful and need revision. In the early days of the Web, research argues for […]

  • 2014 Understanding Students’ Process for Solving Engineering Problems Using Eye Gaze Data Open Access Peer-Reviewed

    Understanding Students Process for Solving Engineering Problems Using Eye Gaze Data

    School of Mechanical Engineering, Purdue University

    Abstract: It is well known that engineering is considered one of the more demanding fields of study to embark on. In mechanical engineering, courses such as thermodynamics, statics, mechanics of materials and others are perceived as challenging by students. Several factors impact students‘ ability to solve problems presented in these courses, including the ability to […]

  • 2014 Journal of Mechanical Design Gated Peer-Reviewed

    Eye Tracking Data Predict Importance of Product Features and Saliency of Size Change

    Iowa State University

    ABSTRACT: Features, or visible product attributes, are indispensable product components that influence customer evaluations of functionality, usability, symbolic impressions, and other qualities. Two basic components of features are visual appearance and size. This work tests whether or not eye-tracking data can (1) predict the relative importances between features, with respect to their visual design, in […]

  • 2014 Computers & Education Gated Peer-Reviewed

    Understanding online reading through the eyes of first and second language readers: An exploratory study

    Kansas State University

    Abstract Utilizing eye-tracking technology and focusing on the “rapid”, “purposeful” and “comprehending” attributes of fluent reading, this study investigated first language (L1) and second language (L2) readers’ online reading patterns and comprehension. Eye movement data from nine L1 readers and nine L2 readers were collected, analyzed and compared. Post-experiment interviews were conducted to obtain demographic […]

  • 2014 ETRA '14 Gated Peer-Reviewed

    Exploring the influence of audio in directing visual attention during dynamic content

    Media Research Labs

    Abstract: The mechanisms underlying the allocation of visual attention toward dynamic content are still largely unexplored. Due to the number of variables present during dynamic content, it is often difficult to confidently determine what components direct visual attention. In this study, we manipulated the presence of audio in an attempt to explore the contribution of […]

  • 2013 Springer Nature Gated Peer-Reviewed

    Design of emotion-aware mobile apps for autistic children

    Faculty of Engineering and Information Technology, University of Technology, Australia

    Sensor technologies and facial expression recognition are now widely used by mobile devices to sense our environment and our own physical and mental state. With these technologies today, we have the ability to sense emotions and create emotion-aware apps. One target group that would benefit from emotion-aware Apps are autistic children as they have difficulty […]

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