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Designing Attentive Information Dashboards with Eye Tracking Technology

Peyman Toreini
2020
This thesis contributes to the IS and HCI field by providing prescriptive knowledge in the form of nascent design theory for designing attentive information dashboards using eye tracking technology to  ...  Existing research in the Human-Computer Interaction (HCI) field highlights the importance of designing attentive user interfaces to assist users' attentional processes using eye tracking technology.  ...  Therefore, as a solution, in design cycle 2, I designed and developed an attentive information dashboard with eye tracking technology.  ... 
doi:10.5445/ir/1000124898 fatcat:z6bz24midvfmrjupntflbp3usu

Enhancing the Professional Vision of Teachers: A Physiological Study of Teaching Analytics Dashboards of Students' Repertory Grid Exercises in Business Education

Kostas Pantazos, Ravi Vatrapu
2016 2016 49th Hawaii International Conference on System Sciences (HICSS)  
Eye-tracking data from the two dashboards showed the relative importance of dashboard areas in each case in terms of aggregate gaze allocation.  ...  Findings informed the iterative design of the dashboards leading to teachers not being adversely affected by the visual clutter of the less important dashboard areas in their pedagogical decision-making  ...  The eye-tracker was connected with the iMotions Attention Tool 4.8. Dashboards were imported in the study created with Attention Tool.  ... 
doi:10.1109/hicss.2016.14 dblp:conf/hicss/PantazosV16 fatcat:eztqdefwrzg73i2fwrcvjr4rt4

The Eye-tracking Study of the Line Charts in Dashboards Design

Pavel A. Orlov, Tatiana Ermolova, Vladimir Laptev, Alexey Mitrofanov, Vladimir Ivanov
2016 Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications  
The Eye-tracking Study of the Line Charts in Dashboards Design.  ...  Two laboratory experiments were conducted using an eye-tracker to find out how subjects' perception of line graphs on dashboards changes with increase in graph numbers, changes in sizes and increase of  ...  The Eye-tracking Study of the Line Charts in Dashboards Design 209  ... 
doi:10.5220/0005692102030211 dblp:conf/grapp/OrlovELMI16 fatcat:us4rkq237nhkhpclyceyvxg2vu

An Agreeable Evaluation Method for Vehicle Dashboard Considering Drivers' Eye Movement Information

Hong-wei XIAO, Zhen-hai GAO
2016 DEStech Transactions on Engineering and Technology Research  
Internal cause analysis for human-computer interaction in the process of cognition, that the introduction of eye tracking technology to carry out the pilot of on-board instrument acceptance evaluation  ...  Select fixation time and scanning time, fixation point number, the data as an indicator to measure, put forward the calculation method of visual searching and information processing efficiency to measure  ...  And test two different vehicle models, using eye-tracking technology to capture the eye movement regulations between the process of watching the front road and the dash board.  ... 
doi:10.12783/dtetr/amita2016/3680 fatcat:owrntswurvgmpmwsnlkuefp5pu

Augmenting the Business Intelligence Lifecycle Model with Usability: Using eye‑Tracking to Discover the why of Usability Problems

T.R. Beelders, J.E. Kotzé
2020 Electronic Journal of Information Systems Evaluation  
Findings suggest that analysis of eyetracking data, together with traditional usability measures offer insight into how users solve problems and use the BI tool.  ...  A small feasibility study was conducted to determine whether eyetracking is viable as a means of determining why the usability problems exist.  ...  Other studies include using eye-tracking in combination with other metrics to establish preferences regarding web page design (Goh, et al., 2013) .  ... 
doi:10.34190/ejise.20.23.1.007 fatcat:xzobth5znrdcjjsnz7sk4mtdgq

A Feasibility Study of Map-Based Dashboard for Spatiotemporal Knowledge Acquisition and Analysis

Chenyu Zuo, Linfang Ding, Liqiu Meng
2020 ISPRS International Journal of Geo-Information  
The experiment consists of eye-tracking, benchmark tasks, and interviews. A total of 40 participants were recruited for the experiment.  ...  Map-based dashboards are among the most popular tools that support the viewing and understanding of a large amount of geo-data with complex relations.  ...  Acknowledgments: The census and land use datasets are provided by Yangtze River Delta Science Data Center, National Earth System Science Data Sharing Infrastructure, National Science & Technology Infrastructure  ... 
doi:10.3390/ijgi9110636 fatcat:zrciuoaegreaxotwf5i5f7ri54

Usability of car dashboard displays for elder drivers

SeungJun Kim, Anind K. Dey, Joonhwan Lee, Jodi Forlizzi
2011 Proceedings of the 2011 annual conference on Human factors in computing systems - CHI '11  
We conclude with design implications generated from this work.  ...  attract and manage attention and make information easier to interpret.  ...  We also thank Kimberley Nederlof for her assistance with data collection and all of our study participants.  ... 
doi:10.1145/1978942.1979011 dblp:conf/chi/KimDLF11 fatcat:z5mtqriikzhz7agxp44dje366u

Developments in Practice XX - Digital Dashboards: Keep Your Eyes on the Road

James D. McKeen, Heather A. Smith, Satyendra Singh
2005 Communications of the Association for Information Systems  
provide employees with timely, personalized information to enable them to monitor and analyze the performance of the organization".  ...  While this difference appears nuanced, it represents a profound difference in terms of the how the management function is supported by information technology.  ...  Furthermore everything is designed to be observed with a glance.  ... 
doi:10.17705/1cais.01652 fatcat:arjyjbkh3rgcbm67qej5puzs3e

A Brief Survey on Interactive Automotive UI

Gowdham Prabhakar, Pradipta Biswas
2021 Transportation Engineering  
Finally, we summarized advantages and disadvantages of various technologies.  ...  Finally, we summarized advantages and disadvantages of various technologies.  ...  and eye tracking technologies.  ... 
doi:10.1016/j.treng.2021.100089 fatcat:ra4bl7vl7rblredyphdpyicpcu

The effect of interactive analytical dashboard features on situation awareness and task performance

Mario Nadj, Alexander Maedche, Christian Schieder
2020 Decision Support Systems  
The resulting research model is studied with a laboratory experiment, including eye-tracking data of 83 participants.  ...  Thus, designers and users of interactive analytical dashboards have to carefully mitigate these effects in the implementation and application of operational DSS.  ...  We analyzed the SA scores as the percentage of correct answers for each dashboard. Eye-Tracking. Two AoIs for each dashboard feature were defined.  ... 
doi:10.1016/j.dss.2020.113322 pmid:32834262 pmcid:PMC7234950 fatcat:e2mjcisamnfxjoyhqeug7qepv4

Mobile learning analytics in higher education: usability testing and evaluation of an app prototype

Matthias Kuhnel, Luisa Seiler, Andrea Honal, Dirk Ifenthaler
2018 Interactive Technology and Smart Education  
The eye tracking investigation consisted of three tasks the participants had to solve.  ...  For the eye tracking study, it can be stated that the students viewed the relevant parts, and they basically had no difficulties to solve the tasks.  ...  Eye tracking is a standard methodology to record the eye movement of participants. The data evaluation is conducted with special eye tracking software.  ... 
doi:10.1108/itse-04-2018-0024 fatcat:kacrez6xdja7rpj7r3yzgy3f5m

Extending Mobile App Analytics for Usability Test Logging [chapter]

Xavier Ferre, Elena Villalba, Héctor Julio, Hongming Zhu
2017 Lecture Notes in Computer Science  
The eye tracking investigation consisted of three tasks the participants had to solve.  ...  For the eye tracking study, it can be stated that the students viewed the relevant parts, and they basically had no difficulties to solve the tasks.  ...  Eye tracking is a standard methodology to record the eye movement of participants. The data evaluation is conducted with special eye tracking software.  ... 
doi:10.1007/978-3-319-67687-6_9 fatcat:m26gepyaqrhejmatmger2gcrsy

Overview of learning analytics dashboards usage in educational systems // Сталий розвиток — ХХІ століття. Дискусії 2020: колективна монографія / Національний університет "Києво-Могилянська академія" / за ред. проф. Хлобистова Є.В. — Київ, 2020. — С. 424-429 с. — Електронне видання. ISBN: 978-617-7668-22-9 [article]

V.D. Furman, M.O. Tarelkina, S. Tytenko
2021 figshare.com  
Usage context: dashboards contain information on learning outcomes specific to the chosen learning platform.  ...  One way to improve this process is to use learning dashboards to help teachers track students' progress as they use the learning system.There are several features of the use of learning analytics dashboards​  ...  For example, research of usage of the recorded user's gaze-movements while viewing the page was conducted in the AdeLE (Adaptive e-Learning with Eye-Tracking) 7 project.  ... 
doi:10.6084/m9.figshare.16814752.v1 fatcat:4digpyfufjcn5dhjoh5g6iygdu

Exploratory versus Explanatory Visual Learning Analytics: Driving Teachers' Attention through Educational Data Storytelling

Vanessa Echeverria, Roberto Martinez-Maldonaldo, Simon Buckingham Shum, Katherine Chiluiza, Roger Granda, Cristina Conati
2018 Journal of Learning Analytics  
We present a pilot study that explores the effectiveness of these data storytelling elements based on educator responses to prototypes by analyzing the kinds of stories they articulate, their eye-tracking  ...  visual learning analytics interfaces that explain student data by aligning educational visualizations with the learning design intended by the teacher.  We see the potential of learning-design-driven  ...  To achieve this, we analyzed the following: 1) teachers' reactions to the visualizations using a think-aloud protocol, 2) teachers' gaze behaviour and focus of attention using eye-tracking technology to  ... 
doi:10.18608/jla.2018.53.6 fatcat:uh6mxof6pnf6lm3dm6z5d3zqum

Designing an integrated driver assistance system using image sensors

M. Akhlaq, Tarek R. Sheltami, Bo Helgeson, Elhadi M. Shakshuki
2012 Journal of Intelligent Manufacturing  
Our design and the prototype testify that all the required technologies are now available for implementing a full-fledged camera-based ADAS.  ...  We propose a novel design of an integrated camera-based ADAS that puts technologies-such as five ordinary CMOS image sensors, a digital image processor, and a thin display-into a smart system to offer  ...  tracking (Smith et al. 2003; Devi and Bajaj 2008) Tracks the driver's eye and head to find her visual attention About 90% accurate Event-detection (Albu et al. 2008) Observes the eye-state  ... 
doi:10.1007/s10845-011-0618-1 fatcat:euyozj7nyvcltg2kwsbwjj7zca
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