Visual Analytics Of Eye Tracking And Video Data
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Visual Analytics Of Eye Tracking And Video Data
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Author : Kuno Kurzhals
language : en
Publisher:
Release Date : 2018
Visual Analytics Of Eye Tracking And Video Data written by Kuno Kurzhals and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Eye Tracking And Visual Analytics
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Author : Michael Burch
language : en
Publisher: CRC Press
Release Date : 2022-09-01
Eye Tracking And Visual Analytics written by Michael Burch and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-01 with Computers categories.
Visualization and visual analytics are powerful concepts for exploring data from various application domains. The endless number of possible parameters and the many ways to combine visual variables as well as algorithms and interaction techniques create lots of possibilities for building such techniques and tools. The major goal of those tools is to include the human users with their tasks at hand, their hypotheses, and research questions to provide ways to find solutions to their problems or at least to hint them in a certain direction to come closer to a problem solution. However, due to the sheer number of design variations, it is unclear which technique is suitable for those tasks at hand, requiring some kind of user evaluation to figure out how the human users perform while solving their tasks. The technology of eye tracking has existed for a long time; however, it has only recently been applied to visualization and visual analytics as a means to provide insights to the users’ visual attention behavior. This generates another kind of dataset that has a spatio-temporal nature and hence demands for advanced data science and visual analytics concepts to find insights into the recorded eye movement data, either as a post process or even in real-time. This book describes aspects from the interdisciplinary field of visual analytics, but also discusses more general approaches from the field of visualization as well as algorithms and data handling. A major part of the book covers research on those aspects under the light and perspective of eye tracking, building synergy effects between both fields – eye tracking and visual analytics – in both directions, i.e. eye tracking applied to visual analytics and visual analytics applied to eye tracking data. Technical topics discussed in the book include: • Visualization; • Visual Analytics; • User Evaluation; • Eye Tracking; • Eye Tracking Data Analytics; Eye Tracking and Visual Analytics includes more than 500 references from the fields of visualization, visual analytics, user evaluation, eye tracking, and data science, all fields which have their roots in computer science. Eye Tracking and Visual Analytics is written for researchers in both academia and industry, particularly newcomers starting their PhD, but also for PostDocs and professionals with a longer research history in one or more of the covered research fields. Moreover, it can be used to get an overview about one or more of the involved fields and to understand the interface and synergy effects between all of those fields. The book might even be used for teaching lectures in the fields of information visualization, visual analytics, and/or eye tracking.
Eye Tracking And Visual Analytics
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Author : Michael Burch
language : en
Publisher:
Release Date : 2024-10-21
Eye Tracking And Visual Analytics written by Michael Burch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-21 with Computers categories.
This book describes aspects from the interdisciplinary field of visual analytics, but also discusses more general approaches from the field of visualization as well as algorithms and data handling. A major part of the book covers research on those aspects under the light and perspective of eye tracking.
Eye Tracking And Visualization
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Author : Michael Burch
language : en
Publisher: Springer
Release Date : 2017-01-20
Eye Tracking And Visualization written by Michael Burch and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-20 with Mathematics categories.
This book discusses research, methods, and recent developments in the interdisciplinary field that spans research in visualization, eye tracking, human-computer interaction, and psychology. It presents extended versions of papers from the First Workshop on Eye Tracking and Visualization (ETVIS), which was organized as a workshop of the IEEE VIS Conference 2015. Topics include visualization and visual analytics of eye-tracking data, metrics and cognitive models, eye-tracking experiments in the context of visualization interfaces, and eye tracking in 3D and immersive environments. The extended ETVIS papers are complemented by a chapter offering an overview of visualization approaches for analyzing eye-tracking data and a chapter that discusses electrooculography (EOG) as an alternative of acquiring information about eye movements. Covering scientific visualization, information visualization, and visual analytics, this book is a valuable resource for eye-tracking researchers within the visualization community.
Visualization Of Time Oriented Data
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Author : Wolfgang Aigner
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-05-30
Visualization Of Time Oriented Data written by Wolfgang Aigner and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-05-30 with Computers categories.
Time is an exceptional dimension that is common to many application domains such as medicine, engineering, business, or science. Due to the distinct characteristics of time, appropriate visual and analytical methods are required to explore and analyze them. This book starts with an introduction to visualization and historical examples of visual representations. At its core, the book presents and discusses a systematic view of the visualization of time-oriented data along three key questions: what is being visualized (data), why something is visualized (user tasks), and how it is presented (visual representation). To support visual exploration, interaction techniques and analytical methods are required that are discussed in separate chapters. A large part of this book is devoted to a structured survey of 101 different visualization techniques as a reference for scientists conducting related research as well as for practitioners seeking information on how their time-oriented data can best be visualized.
Eye Tracking
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Author : Kenneth Holmqvist
language : en
Publisher: OUP Oxford
Release Date : 2011-09-22
Eye Tracking written by Kenneth Holmqvist and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-22 with Psychology categories.
We make 3-5 eye movements per second, and these movements are crucial in helping us deal with the vast amounts of information we encounter in our everyday lives. In recent years, thanks to the development of eye tracking technology, there has been a growing interest in monitoring and measuring these movements, with a view to understanding how we attend to and process the visual information we encounter Eye tracking as a research tool is now more accessible than ever, and is growing in popularity amongst researchers from a whole host of different disciplines. Usability analysts, sports scientists, cognitive psychologists, reading researchers, psycholinguists, neurophysiologists, electrical engineers, and others, all have a vested interest in eye tracking for different reasons. The ability to record eye-movements has helped advance our science and led to technological innovations. However, the growth of eye tracking in recent years has also presented a variety of challenges - in particular the issue of how to design an eye-tracking experiment, and how to analyse the data. This book is a much needed comprehensive handbook of eye tracking methodology. It describes how to evaluate and acquire an eye-tracker, how to plan and design an eye tracking study, and how to record and analyse eye-movement data. Besides technical details and theory, the heart of this book revolves around practicality - how raw data samples are converted into fixations and saccades using event detection algorithms, how the different representations of eye movement data are calculated using AOIs, heat maps and scanpaths, and how all the measures of eye movements relate to these processes. Part I presents the technology and skills needed to perform high-quality research with eye-trackers. Part II covers the predominant methods applied to the data which eye-trackers record. These include the parsing of raw sample data into oculomotor events, and how to calculate other representations of eye movements such as heat maps and transition matrices. Part III gives a comprehensive outline of the measures which can be calculated using the events and representations described in Part II. This is a taxonomy of the measures available to eye-tracking researchers, sorted by type of movement of the eyes and type of analysis. For anyone in the sciences considering conducting research involving eye-tracking, this book will be an essential reference work.
Eye Tracking Methodology
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Author : Andrew Duchowski
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-09-14
Eye Tracking Methodology written by Andrew Duchowski and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-14 with Computers categories.
Despite the availability of cheap, fast, accurate and usable eye trackers, there is little information available on how to develop, implement and use these systems. This 2nd edition of the successful guide contains significant additional material on the topic and aims to fill that gap in the market by providing an accessible and comprehensive introduction. Additional key features of the 2nd edition include: Technical description of new (state-of-the-art) eye tracking technology; a complete whole new section describing experimental methodology including experimental design, empirical guidelines, and five case studies; and survey material regarding recent research publications.
Human Centred Intelligent Systems
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Author : Alfred Zimmermann
language : en
Publisher: Springer Nature
Release Date : 2020-05-29
Human Centred Intelligent Systems written by Alfred Zimmermann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-29 with Technology & Engineering categories.
This book highlights new trends and challenges in intelligent systems, which play an important part in the digital transformation of many areas of science and practice. It includes papers offering a deeper understanding of the human-centred perspective on artificial intelligence, of intelligent value co-creation, ethics, value-oriented digital models, transparency, and intelligent digital architectures and engineering to support digital services and intelligent systems, the transformation of structures in digital businesses and intelligent systems based on human practices, as well as the study of interaction and the co-adaptation of humans and systems. All papers were originally presented at the International KES Conference on Human Centred Intelligent Systems 2020 (KES HCIS 2020), held on June 17–19, 2020, in Split, Croatia.
Advancing The Use Of Eye Tracking And Pupillometric Data In Complex Environments
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Author : Russell A. Cohen Hoffing
language : en
Publisher: Frontiers Media SA
Release Date : 2022-04-27
Advancing The Use Of Eye Tracking And Pupillometric Data In Complex Environments written by Russell A. Cohen Hoffing and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-27 with Science categories.
Advancing Research On Teachers Professional Vision Implementing Novel Technologies Methods And Theories
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Author : Christian Kosel
language : en
Publisher: Frontiers Media SA
Release Date : 2024-07-25
Advancing Research On Teachers Professional Vision Implementing Novel Technologies Methods And Theories written by Christian Kosel and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-25 with Education categories.
A classroom full of students can be overwhelming for teachers. It is critical that teachers are able to filter and meaningfully interpret the relevant information in this complex scenario. Much of this filtering and interpretation occurs through selective visual perception. Over the last decade, a rapidly growing number of studies in empirical educational research used eye tracking to investigate teachers' selective visual perceptual processes in the classroom. Theoretically, visual attention and perception are often conceptualized as knowledge-based noticing coupled with knowledge-based reasoning about what is visually perceived. Recent eye-tracking studies have shown that experienced teachers, in particular, show improved selective attention of classroom events through faster detection of relevant information and improved monitoring of learning-relevant situations. Researchers agree that a critical driver of selective attention processes is the professional knowledge (declarative, procedural, and metacognitive) of (experienced) teachers, which controls selective perceptual processes in a top-down process. The findings are significant and provide important insights for research on teacher professionalization.