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Exploring Eye Tracking Data on Source Code via Dual Space Analysis

Li Zhang, Jianxin Sun, Cole Peterson, Bonita Sharif, Hongfeng Yu
2019 2019 Working Conference on Software Visualization (VISSOFT)  
However, the contents in form of source code are massive compared to traditional eye tracking data on one static page.  ...  We present a dual-space analysis approach to exploring eye tracking data by leveraging the existing so tware visualization and a new graph embedding visualization.  ...  We present a dual-space analysis approach to exploring eye tracking data by leveraging the existing so tware visualization and a new graph embedding visualization.  ... 
doi:10.1109/vissoft.2019.00016 dblp:conf/vissoft/ZhangSPSY19 fatcat:pw7qx3fckfasxegxziyktzswgi

Using dual eye tracking to uncover personal gaze patterns during social interaction

Shane L. Rogers, Craig P. Speelman, Oliver Guidetti, Melissa Longmuir
2018 Scientific Reports  
By utilizing two pairs of glasses, a dual eye tracking study can be conducted to obtain a rich data-set.  ...  Eye tracking glasses have been developed that allow the tracking of gaze as a participant engages in face-to-face conversation.  ...  The present study extends upon prior face-to-face dual eye tracking research by utilizing eye tracking glasses (Tobii Pro Glasses 2) and behavioural coding software (Mangold INTERACT).  ... 
doi:10.1038/s41598-018-22726-7 pmid:29523822 pmcid:PMC5844880 fatcat:s2ezamyhsbebfnzyxjr2dqxbli

Joint attention behaviour in remote collaborative problem solving: exploring different attentional levels in dyadic interaction

Johanna Pöysä-Tarhonen, Nafisa Awwal, Päivi Häkkinen, Suzanne Otieno
2021 Research and Practice in Technology Enhanced Learning  
files, eye-tracking data).  ...  The study considered joint attention behaviour as a socio-linguistic phenomenon and relied on detailed qualitative interaction analysis on event-related measures of multiple observational data (i.e. log  ...  We highly appreciate the assistance of Sara Veistola, MA, in collecting the data and the support of Jarkko Hautala, PhD, in the experiment design.  ... 
doi:10.1186/s41039-021-00160-0 fatcat:ognc44fyqzfarksmqpnelcd774

2021 Index IEEE Transactions on Image Processing Vol. 30

2021 IEEE Transactions on Image Processing  
., +, TIP 2021 318-331 Reversible Data Hiding Based on Dual Pairwise Prediction-Error Expan-sion.  ...  ., +, TIP 2021 4171-4182 Data analysis Adaptively Learning Facial Expression Representation via C-F Labels and Distillation.  ... 
doi:10.1109/tip.2022.3142569 fatcat:z26yhwuecbgrnb2czhwjlf73qu

Let's look at the cockpit

Nadir Weibel, Adam Fouse, Colleen Emmenegger, Sara Kimmich, Edwin Hutchins
2012 Proceedings of the Symposium on Eye Tracking Research and Applications - ETRA '12  
As part of our research on multimodal analysis and visualization of activity dynamics, we are exploring the integration of data produced by a variety of sensor technologies within ChronoViz, a tool aimed  ...  This paper reports on the integration of a mobile eye-tracking system with data streams collected from HD video cameras, microphones, digital pens, and simulation environments.  ...  Many thanks also go to our collaborators in the aviation domain for giving us access to simulators and cutting edge research on concept flight decks.  ... 
doi:10.1145/2168556.2168573 dblp:conf/etra/WeibelFEKH12 fatcat:hbykonjs6vdonduvmlgmyyqdae

An empirical study assessing the effect of seeit 3D on comprehension

Bonita Sharif, Grace Jetty, Jairo Aponte, Esteban Parra
2013 2013 First IEEE Working Conference on Software Visualization (VISSOFT)  
Two methods of data collection: traditional questionnaires and an eyetracker were used.  ...  Six different tasks in three different task categories are assessed in the context of a large open-source system.  ...  The data collection was done via online questionnaires and for one of the universities, an eye tracker was used to track 20 participants' eye movements while they did the tasks.  ... 
doi:10.1109/vissoft.2013.6650519 dblp:conf/vissoft/SharifJAP13 fatcat:643seinf4baljlyyeqqrscbdr4

2021 Index IEEE Transactions on Multimedia Vol. 23

2021 IEEE transactions on multimedia  
., +, TMM 2021 2656-2671 Separable Reversible Data Hiding for Encrypted Three-Dimensional Models Based on Spatial Subdivision and Space Encoding.  ...  ., +, TMM 2021 3684-3699 Separable Reversible Data Hiding for Encrypted Three-Dimensional Models Based on Spatial Subdivision and Space Encoding.  ... 
doi:10.1109/tmm.2022.3141947 fatcat:lil2nf3vd5ehbfgtslulu7y3lq

Character index

2011 2011 IEEE International Conference on Multimedia and Expo  
SHARING SETTINGS IN A HEALTHCARE DATA MANAGEMENT SYSTEM Peter Meerwald ITERATIVE SINGLE TARDOS DECODER WITH CONTROLLED PROBABILITY OF FALSE POSITIVE Tracey Mehigan USING EYE TRACKING TECHNOLOGY TO IDENTIFY  ...  Ling Guan AUDIOVISUAL EMOTION RECOGNITION VIA CROSS-MODAL ASSOCIATION IN KERNEL SPACE SEMANTIC CONCEPT DETECTION IN IMBALANCED DATASETS BASED ON DIFFERENT UNDER-SAMPLING STRATEGIES SEARCHING FOR VIDEOS  ... 
doi:10.1109/icme.2011.6011827 fatcat:wjy7yvkmvbbf3hj4wbyjapx5gu

Eye tracking analysis of computer program comprehension in programmers with dyslexia

Ian McChesney, Raymond Bond
2018 Empirical Software Engineering  
Data analysis suggests that the code reading behaviour of programmers with dyslexia is not what would be expected based on the dyslexia literature relating to natural text.  ...  Eye tracking technology is used to capture the gaze behaviour of the programmers.  ...  The use of eye tracking in software development research is not limited to studying gaze on source code.  ... 
doi:10.1007/s10664-018-9649-y fatcat:p6afbshcgfflvhme2aqtx3acwe

Presence & placement

Christopher Plaue, John Stasko
2009 Proceedinfs of the ACM 2009 international conference on Supporting group work - GROUP '09  
We conducted a case study evaluating several shared display configurations with groups collaborating on a data-intensive, sense-making task.  ...  Teams completed the same task using either a single display, side-by-side dual, or opposing dual shared displays.  ...  Data Collection We collected data via a combination of surveys, interviews, and video analysis.  ... 
doi:10.1145/1531674.1531701 dblp:conf/group/PlaueS09 fatcat:wdeglvx77fb6ldbtiv62qtwj4e

A Survey on the Usage of Eye-Tracking in Computer Programming

Unaizah Obaidellah, Mohammed Al Haek, Peter C.-H. Cheng
2018 ACM Computing Surveys  
We also report on a range of eye-trackers and attention tracking tools that have been utilized, and find Tobii eye-trackers to be the most used devices by researchers.  ...  However, in recent years, eye-tracking has been on the rise as a new method of collecting evidence of visual attention and the cognitive process of programmers.  ...  eye-tracking data and navigation paths in order to identify and find source code dependencies.  ... 
doi:10.1145/3145904 fatcat:nkbfgm4nhrexref3ntlbwh5h3q

Modern Augmented Reality: Applications, Trends, and Future Directions [article]

Shervin Minaee, Xiaodan Liang, Shuicheng Yan
2022 arXiv   pre-print
Augmented reality (AR) is one of the relatively old, yet trending areas in the intersection of computer vision and computer graphics with numerous applications in several areas, from gaming and entertainment  ...  introduced GazeCapture, the first large-scale dataset for eye tracking, containing data from over 1450 people consisting of almost 2.5M frames.  ...  In this part, we focus on the tracking frameworks, which involve algorithms for tracking a target object/environment via cameras and sensors, and estimating viewpoint poses.  ... 
arXiv:2202.09450v2 fatcat:x436ycnvxnhdpfdvhnxkzgbqce

Visual Analytics of Gaze Tracks in Virtual Reality Environment

K.V. Ryabinin, K.I. Belousov
2021 Scientific Visualization  
The first one is the concise yet comprehensive representation of interest areas as graph nodes color-coded according to the fixation count, while the dwell time is depicted by a radial histogram on top  ...  To enable the visual mining of eye tracking data obtained in the reading experiments, we propose a new modification of a well-known radial transition graph that allows visually inspecting the scanpaths  ...  Blascheck et al. to study the eye movements while reading natural text and source code snippets [22], as well as by C. S.  ... 
doi:10.26583/sv.13.2.04 fatcat:sluj7ch66rhkldcwta4pnoculy

An Integrative Approach to Understanding Flight Crew Activity

Edwin Hutchins, Nadir Weibel, Colleen Emmenegger, Adam Fouse, Barbara Holder
2013 Journal of Cognitive Engineering and Decision Making  
multiple sources of high-definition video, simulation data, transcript data, paper notes, and eye gaze data.  ...  We break through this analysis bottleneck by using our newly developed integrated software system called ChronoViz, which supports visualization and analysis of multiple sources of time-coded data, including  ...  allow us to visualize the phenomena of interest (event recognition in simulator data, dual eye tracking analysis, recurrence plot, eye gaze to object registration via infrared markers, and via computer  ... 
doi:10.1177/1555343413495547 fatcat:2mprp3e3a5gevi3xbezna4wi7a

A framework for studying design thinking through measuring designers' minds, bodies and brains

John S. Gero, Julie Milovanovic
2020 Design Science  
Design physiology is measured with eye tracking, electrodermal activity, heart rate and emotion tracking.  ...  Design cognition is explored through protocol analysis, black-box experiments, surveys and interviews.  ...  Matthiesen et al. (2013) used eye tracking to explore designer's functional analysis of a drilling machine in four different representation types: on screen section, 3D model manipulation, paper section  ... 
doi:10.1017/dsj.2020.15 fatcat:vwlo7vmi7bexzasddsdlsss5wu
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