Eye Tracking for STEM Education Research: New Perspectives PDF Download
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Author: Pascal Klein
Publisher: Frontiers Media SA
ISBN: 283254732X
Category : Education
Languages : en
Pages : 166
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Book Description
A modern approach to improving education uses the components of experimental scientific research practices based on objective data, dissemination of results, and the use of modern technologies. STEM education research is maturing and new tools and analysis techniques become available. As one example, eye tracking, the recording of persons’ eye movements, has been growing in popularity as it enables researchers to study learning materials’ effectiveness, problem solving, and even students’ approaches during experimentation. Eye movements, as captured using eye tracking, can reveal information about a student's attention and cognition on a process level, going well beyond classical product-based assessment techniques such as questionnaires or tests.
Author: Pascal Klein
Publisher: Frontiers Media SA
ISBN: 283254732X
Category : Education
Languages : en
Pages : 166
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Book Description
A modern approach to improving education uses the components of experimental scientific research practices based on objective data, dissemination of results, and the use of modern technologies. STEM education research is maturing and new tools and analysis techniques become available. As one example, eye tracking, the recording of persons’ eye movements, has been growing in popularity as it enables researchers to study learning materials’ effectiveness, problem solving, and even students’ approaches during experimentation. Eye movements, as captured using eye tracking, can reveal information about a student's attention and cognition on a process level, going well beyond classical product-based assessment techniques such as questionnaires or tests.
Author: Christopher Was
Publisher: Information Science Reference
ISBN: 9781522510055
Category : Education
Languages : en
Pages : 0
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Book Description
"This book enriches the current pool of educational research with cutting-edge applications of eye tracking in education and seeking to advance this emergent, interdisciplinary field"--
Author: Mike Horsley
Publisher: Springer Science & Business Media
ISBN: 3319028685
Category : Education
Languages : en
Pages : 340
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Book Description
Our eye movements in response to visual stimuli reveal much about how we experience the world. Focusing on the latest developments in the multidisciplinary field of eye tracking research, this volume ranges across a wide spectrum of research applications, with four sections covering the plethora of practical uses to which our expanding knowledge can be put. They offer abundant evidence that eye tracking research and its methodologies offer new ways of collecting data, framing research questions, and thinking about how we view our world. As a result, we are discovering more about how the visual system works, as well as how it interacts with attention, cognition, and behaviour. Current Trends in Eye Tracking Research presents the work of more than 50 researchers and academics, showcasing groundbreaking studies and innovative ways of applying eye tracking technologies to interesting research problems. The book covers the current output of a number of pioneering research laboratories, detailing their work on eye tracking and the visual system, alignment and EEG data, marketing and social applications, and eye tracking in education. Featuring creative uses of existing technology as well as inventive implementation of new technology in a range of research contexts and disciplines, this new publication is compelling proof of the growing importance of this exciting and fast-moving area of scientific endeavor.
Author: Kenneth Holmqvist
Publisher: OUP Oxford
ISBN: 0191625426
Category : Psychology
Languages : en
Pages : 793
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Book Description
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.
Author: Kathy Conklin
Publisher: Cambridge University Press
ISBN: 1108244084
Category : Language Arts & Disciplines
Languages : en
Pages : 247
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Book Description
Eye-tracking is quickly becoming a valuable tool in applied linguistics research as it provides a 'real-time', direct measure of cognitive processing effort. This book provides a straightforward introduction to the technology and how it might be used in language research. With a strong focus on the practicalities of designing eye-tracking studies that achieve the standard of other well-established experimental techniques, it provides valuable information about building and designing studies, touching on common challenges and problems, as well as solutions. Importantly, the book looks at the use of eye-tracking in a wide variety of applied contexts including reading, listening and multi-modal input, writing, testing, corpus linguistics, translation, stylistics, and computer-mediated communication. Each chapter finishes with a simple checklist to help researchers use eye-tracking in a wide variety of language studies. Discussion is grounded in concrete examples, which will allow users coming to the technology for the first time to gain the knowledge and confidence to use it to produce high quality research.
Author: Was, Christopher
Publisher: IGI Global
ISBN: 1522510060
Category : Education
Languages : en
Pages : 370
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Book Description
Since its inception, eye-tracking technology has evolved into a critical device in psychological and sociological settings. By tracking eye movement, one can conduct lie detection, learn about neuropsychology, and measure reading response. Recently, these technologies have been implemented in Educational and School Psychology as a way to assess how students interact with content. Eye-Tracking Technology Applications in Educational Research enriches the current pool of educational research with cutting-edge applications of eye tracking in education. Seeking to advance this emergent, interdisciplinary field, this publication collects a diverse group of researchers exploring all aspects of this technology as an essential reference for educators, researchers, administrators, and advanced graduate students.
Author:
Publisher: Elsevier
ISBN: 0128205172
Category : Science
Languages : en
Pages : 320
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Book Description
New Perspectives on Early Social-Cognitive Development, Volume 258 in the Progress in Brain Research series, highlights new advances in the field, with this new volume presenting interesting chapters on topics such as Dynamics of Coordinated Attention, Investigating the Role of Neural Body Maps in Early Social-Cognitive Development: New Insights from Infant MEG and EEG, Motion tracking in developmental research: Methodological considerations and social-cognitive developmental applications, Early maturation of the social brain: How brain development provides a platform for the acquisition of social-cognitive competence, Getting a grip on early intention understanding: The role of motor, cognitive, and social factors, and much more. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Progress in Brain Research series Includes the latest information on New Perspectives on Early Social-cognitive Development
Author: Michael Burch
Publisher: CRC Press
ISBN: 1000792943
Category : Computers
Languages : en
Pages : 380
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Book Description
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.
Author: Andrew T. Duchowski
Publisher: Springer
ISBN: 3319578839
Category : Computers
Languages : en
Pages : 387
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Book Description
This book focuses on video-based, corneal-reflection eye trackers – the most widely available and affordable type of system, and takes a look at a number of interesting and challenging applications in human factors, collaborative systems, virtual reality, marketing and advertising. The third edition has been extensively revised and extended, and includes new chapters on calibration accuracy, precision and correction; advanced eye movement analysis; binocular eye movement analysis; practical gaze analytics; design; GIS. Opening with useful background information, including an introduction to the human visual system and key issues in visual perception and eye movement, the author then surveys eye-tracking devices and provides a detailed introduction to the technical requirements necessary for installing a system and developing an application program.
Author: Andrew Duchowski
Publisher: Springer Science & Business Media
ISBN: 1846286093
Category : Computers
Languages : en
Pages : 336
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Book Description
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.
