Identification Of Change Patterns For The Generation Of Models Of Work As Done Using Eye Tracking

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Identification of Change Patterns for the Generation of Models of Work-as-Done using Eye-tracking

Author : Arenius, Marcus
Publisher : kassel university press GmbH
ISBN 13 : 3737603561
Total Pages : 400 pages
Book Rating : 4.7/5 (376 download)

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Book Synopsis Identification of Change Patterns for the Generation of Models of Work-as-Done using Eye-tracking by : Arenius, Marcus

Download or read book Identification of Change Patterns for the Generation of Models of Work-as-Done using Eye-tracking written by Arenius, Marcus and published by kassel university press GmbH. This book was released on 2017-01-01 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this PhD a method was developed to identify systematic patterns of change in visual attention allocation (change patterns). The change patterns were then integrated into the Functional Resonance Analysis Method (FRAM) for the generation of models of work-as-done. The change patterns were validated against known changes in visual attention allocation due to shifts in functions of work-as-done in several eye-tracking studies: three simulator studies, one field study and one experimental study. In total approx. 50 hours of eye-tracking data was analyzed. The results of the method were validated quantitatively and qualitatively. In the quantitative validation, the changes in visual attention allocation due to changes in functions were covered with a mean deviation of approx. 13 seconds averaged over all datasets (2% deviation relative to the recording lengths). In the qualitative validation, the change patterns produced were found to be plausible for the evaluated studies. Finally, it was demonstrated how the change patterns can be integrated into FRAM and potentially contribute to the understanding of emergent effects in industries with high levels of automation.

Understanding how Developers Work on Change Tasks Using Interaction History and Eye Gaze Data

Author : Ahraz Husain
Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.:/5 (945 download)

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Book Synopsis Understanding how Developers Work on Change Tasks Using Interaction History and Eye Gaze Data by : Ahraz Husain

Download or read book Understanding how Developers Work on Change Tasks Using Interaction History and Eye Gaze Data written by Ahraz Husain and published by . This book was released on 2015 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developers spend a majority of their efforts searching and navigating code with the retention and management of context being a considerable challenge to their productivity. We aim to explore the contextual patterns followed by software developers while working on change tasks such as bug fixes. So far, only a few studies have been undertaken towards their investigation and the development of methods to make software development more efficient. Recently, eye tracking has been used extensively to observe system usability and advertisement placements in applications and on the web, but not much research has been done on context management using this technology in software engineering and how developers work. In this thesis, we analyze an existing dataset of eye tracking and interaction history that were collected simultaneously in a previous study. We look into exploring navigational patterns of developers while they solve tasks. Our goal is to use this dataset to determine if we can perform prediction and recommendations solely based on eye gaze patterns. In order to do this, we conduct three experiments on Microsoft Azure on developer expertise recommendation and class recommendation for developers using only eye tracking data. Our results are quite promising. We find that eye tracking data can be used to predict expertise of developers with 85% accuracy. It is further able to recommend classes with good performance (a normalized discounted cumulative gain, NDCG ranging between 0.85 and 0.88). These findings are discussed with a view to designing systems that can adapt to the individual user in real time and make intelligent adaptive suggestions while developers work.

Popular Science

Author :
Publisher :
ISBN 13 :
Total Pages : 126 pages
Book Rating : 4./5 ( download)

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Book Synopsis Popular Science by :

Download or read book Popular Science written by and published by . This book was released on 1988-12 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Science gives our readers the information and tools to improve their technology and their world. The core belief that Popular Science and our readers share: The future is going to be better, and science and technology are the driving forces that will help make it better.

Encyclopedia of Neuroscience, Volume 1

Author : Larry R. Squire
Publisher : Academic Press
ISBN 13 : 0080963935
Total Pages : 12505 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Encyclopedia of Neuroscience, Volume 1 by : Larry R. Squire

Download or read book Encyclopedia of Neuroscience, Volume 1 written by Larry R. Squire and published by Academic Press. This book was released on 2009-06-12 with total page 12505 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of the Neuroscience explores all areas of the discipline in its focused entries on a wide variety of topics in neurology, neurosurgery, psychiatry and other related areas of neuroscience. Each article is written by an expert in that specific domain and peer reviewed by the advisory board before acceptance into the encyclopedia. Each article contains a glossary, introduction, a reference section, and cross-references to other related encyclopedia articles. Written at a level suitable for university undergraduates, the breadth and depth of coverage will appeal beyond undergraduates to professionals and academics in related fields.

Eye-Tracking Technology Applications in Educational Research

Author : Was, Christopher
Publisher : IGI Global
ISBN 13 : 1522510060
Total Pages : 370 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Eye-Tracking Technology Applications in Educational Research by : Was, Christopher

Download or read book Eye-Tracking Technology Applications in Educational Research written by Was, Christopher and published by IGI Global. This book was released on 2016-09-29 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Eye Movement Analysis for Context Inference and Cognitive-awareness

Author : Andreas Bulling
Publisher : Lulu.com
ISBN 13 : 3909386342
Total Pages : 214 pages
Book Rating : 4.9/5 (93 download)

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Book Synopsis Eye Movement Analysis for Context Inference and Cognitive-awareness by : Andreas Bulling

Download or read book Eye Movement Analysis for Context Inference and Cognitive-awareness written by Andreas Bulling and published by Lulu.com. This book was released on 2010 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 704 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dissertation Abstracts International

Author :
Publisher :
ISBN 13 :
Total Pages : 700 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 2008 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Eye Tracking and Visualization

Author : Michael Burch
Publisher : Springer
ISBN 13 : 3319470248
Total Pages : 259 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Eye Tracking and Visualization by : Michael Burch

Download or read book Eye Tracking and Visualization written by Michael Burch and published by Springer. This book was released on 2017-01-20 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Current Trends in Eye Tracking Research

Author : Mike Horsley
Publisher : Springer Science & Business Media
ISBN 13 : 3319028685
Total Pages : 340 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Current Trends in Eye Tracking Research by : Mike Horsley

Download or read book Current Trends in Eye Tracking Research written by Mike Horsley and published by Springer Science & Business Media. This book was released on 2013-12-11 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Eye Tracking in User Experience Design

Author : Jennifer Romano Bergstrom
Publisher : Elsevier
ISBN 13 : 0124167098
Total Pages : 395 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Eye Tracking in User Experience Design by : Jennifer Romano Bergstrom

Download or read book Eye Tracking in User Experience Design written by Jennifer Romano Bergstrom and published by Elsevier. This book was released on 2014-03-12 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eye Tracking for User Experience Design explores the many applications of eye tracking to better understand how users view and interact with technology. Ten leading experts in eye tracking discuss how they have taken advantage of this new technology to understand, design, and evaluate user experience. Real-world stories are included from these experts who have used eye tracking during the design and development of products ranging from information websites to immersive games. They also explore recent advances in the technology which tracks how users interact with mobile devices, large-screen displays and video game consoles. Methods for combining eye tracking with other research techniques for a more holistic understanding of the user experience are discussed. This is an invaluable resource to those who want to learn how eye tracking can be used to better understand and design for their users. Includes highly relevant examples and information for those who perform user research and design interactive experiences Written by numerous experts in user experience and eye tracking Highly relevant to anyone interested in eye tracking & UX design Features contemporary eye tracking research emphasizing the latest uses of eye tracking technology in the user experience industry

Eye-Tracking

Author : Kathy Conklin
Publisher : Cambridge University Press
ISBN 13 : 110824579X
Total Pages : 248 pages
Book Rating : 4.1/5 (82 download)

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Book Synopsis Eye-Tracking by : Kathy Conklin

Download or read book Eye-Tracking written by Kathy Conklin and published by Cambridge University Press. This book was released on 2018-03-15 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Eye Tracking

Author : Kenneth Holmqvist
Publisher : OUP Oxford
ISBN 13 : 0191625426
Total Pages : 793 pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis Eye Tracking by : Kenneth Holmqvist

Download or read book Eye Tracking written by Kenneth Holmqvist and published by OUP Oxford. This book was released on 2011-09-22 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Basics Interactive Design: User Experience Design

Author : Gavin Allanwood
Publisher : Bloomsbury Publishing
ISBN 13 : 1474238726
Total Pages : 184 pages
Book Rating : 4.4/5 (742 download)

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Book Synopsis Basics Interactive Design: User Experience Design by : Gavin Allanwood

Download or read book Basics Interactive Design: User Experience Design written by Gavin Allanwood and published by Bloomsbury Publishing. This book was released on 2015-01-29 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: By putting people at the centre of interactive design, user experience (UX) techniques are now right at the heart of digital media design and development. As a designer, you need to create work that will impact positively on everyone who is exposed to it. Whether it's passive and immutable or interactive and dynamic, the success of your design will depend largely on how well the user experience is constructed. User Experience Design shows how researching and understanding users' expectations and motivations can help you develop effective, targeted designs. The authors explore the use of scenarios, personas and prototyping in idea development, and will help you get the most out of the latest tools and techniques to produce interactive designs that users will love. With practical projects to get you started, and stunning examples from some of today's most innovative studios, this is an essential introduction to modern UXD.

Eye Movements and Vision

Author : A. L. Yarbus
Publisher : Springer
ISBN 13 : 1489953795
Total Pages : 234 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Eye Movements and Vision by : A. L. Yarbus

Download or read book Eye Movements and Vision written by A. L. Yarbus and published by Springer. This book was released on 2013-11-11 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the ... ACM Workshop on Visualization and Data Mining for Computer Security

Author :
Publisher :
ISBN 13 :
Total Pages : 170 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Proceedings of the ... ACM Workshop on Visualization and Data Mining for Computer Security by :

Download or read book Proceedings of the ... ACM Workshop on Visualization and Data Mining for Computer Security written by and published by . This book was released on 2004 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Eye Tracking Methodology

Author : Andrew Duchowski
Publisher : Springer
ISBN 13 : 9781848005754
Total Pages : 334 pages
Book Rating : 4.0/5 (57 download)

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Book Synopsis Eye Tracking Methodology by : Andrew Duchowski

Download or read book Eye Tracking Methodology written by Andrew Duchowski and published by Springer. This book was released on 2009-10-12 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.