Eye Movement Analysis for Context Inference and Cognitive-awareness PDF Download

Author: Andreas Bulling
Publisher: Lulu.com
ISBN: 3909386342
Category :
Languages : en
Pages : 214

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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: Michael Friedewald
Publisher: Springer
ISBN: 9783030425036
Category : Computers
Languages : en
Pages : 480

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Book Description
This book contains selected papers presented at the 14th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School on Privacy and Identity Management, held in Windisch, Switzerland, in August 2019. The 22 full papers included in this volume were carefully reviewed and selected from 31 submissions. Also included are reviewed papers summarizing the results of workshops and tutorials that were held at the Summer School as well as papers contributed by several of the invited speakers. The papers combine interdisciplinary approaches to bring together a host of perspectives, which are reflected in the topical sections: language and privacy; law, ethics and AI; biometrics and privacy; tools supporting data protection compliance; privacy classification and security assessment; privacy enhancing technologies in specific contexts. The chapters "What Does Your Gaze Reveal About You? On the Privacy Implications of Eye Tracking" and "Privacy Implications of Voice and Speech Analysis - Information Disclosure by Inference" are open access under a CC BY 4.0 license at link.springer.com.

Author: A. L. Yarbus
Publisher: Springer
ISBN: 1489953795
Category : Medical
Languages : en
Pages : 234

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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.

Author: H. Strohl-Goebel
Publisher: Elsevier
ISBN: 0080866832
Category : Psychology
Languages : en
Pages : 353

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Book Description
This volume critically evaluates the present state of research in the domain of inferences in text processing and indicates new areas of research.The book is structured around the following theoretical aspects: - The representational aspect is concerned with the cognitive structure produced by the processed text, e.g. the social, spatial, and motor characteristics of world knowledge. - The procedural aspect investigates the time relationships on forming inferences, e.g. the point of time at which referential relations are constructed. - The contextual aspect reflects the dependence of inferences on the communicative embedding of text processing, e.g. on factors of modality and instruction.

Author: Steven L. Small
Publisher: Elsevier
ISBN: 0080510132
Category : Computers
Languages : en
Pages : 529

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Book Description
The most frequently used words in English are highly ambiguous; for example, Webster's Ninth New Collegiate Dictionary lists 94 meanings for the word "run" as a verb alone. Yet people rarely notice this ambiguity. Solving this puzzle has commanded the efforts of cognitive scientists for many years. The solution most often identified is "context": we use the context of utterance to determine the proper meanings of words and sentences. The problem then becomes specifying the nature of context and how it interacts with the rest of an understanding system. The difficulty becomes especially apparent in the attempt to write a computer program to understand natural language. Lexical ambiguity resolution (LAR), then, is one of the central problems in natural language and computational semantics research. A collection of the best research on LAR available, this volume offers eighteen original papers by leading scientists. Part I, Computer Models, describes nine attempts to discover the processes necessary for disambiguation by implementing programs to do the job. Part II, Empirical Studies, goes into the laboratory setting to examine the nature of the human disambiguation mechanism and the structure of ambiguity itself. A primary goal of this volume is to propose a cognitive science perspective arising out of the conjunction of work and approaches from neuropsychology, psycholinguistics, and artificial intelligence--thereby encouraging a closer cooperation and collaboration among these fields. Lexical Ambiguity Resolution is a valuable and accessible source book for students and cognitive scientists in AI, psycholinguistics, neuropsychology, or theoretical linguistics.

Author: Sakae Yamamoto
Publisher: Springer
ISBN: 3319206184
Category : Computers
Languages : en
Pages : 704

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Book Description
The two-volume set LNCS 9172 and 9173 constitutes the refereed proceedings of the Human Interface and the Management of Information thematic track, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, held in Los Angeles, CA, USA, in August 2015, jointly with 15 other thematically similar conferences. The total of 1462 papers and 246 posters presented at the HCII 2015 conferences were carefully reviewed and selected from 4843 submissions. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers accepted for presentation thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. This volume contains papers addressing the following major topics: context modelling and situational awareness; decision-support systems; information and interaction for driving; information and interaction for learning and education; information and interaction for culture and art; supporting work and collaboration; information and interaction for safety, security and reliability; information and interaction for novel advanced environments.

Author: Guy Claxton
Publisher: Taylor & Francis
ISBN: 1040299571
Category : Psychology
Languages : en
Pages : 252

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Book Description
‘Cognition’ is not so much a field as a forest. It presents the newcomer with an immense wealth of detail: theories, models, terms and findings that are entangled and sometimes seemingly impenetrable. There is plenty of new growth – of which some will thrive and some will not. And a lot of dead wood too, some recognised and some not. How is the student to begin to make sense of all this? Originally published in 1988, Growth Points in Cognition provided a much-needed perspective, presenting those key topics in cognitive psychology that were likely to shape the development of the subject over the next decade. The contributors discuss important areas of cognition such as perception, action, memory, comprehension and problem-solving, and examine the increasingly fruitful interplay between cognition and the allied fields of neuropsychology, cross-cultural psychology, and development. Today it can be read in its historical context.

Author: Koen Lamberts
Publisher: SAGE
ISBN: 1847871364
Category : Psychology
Languages : en
Pages : 476

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Book Description
The Handbook of Cognition provides a definitive synthesis of the most up-to-date and advanced work in cognitive psychology in a single volume. The editors have gathered together a team of world-leading researchers in specialist areas of the field, both traditional and `hot′ new areas, to present a benchmark - in terms of theoretical insight and advances in methodology - of the discipline; a thorough overview of the most significant and current research in cognitive psychology that will serve this academic community like no other volume. Core and established topics such as memory, attention, categorization, perception, and language are considered in depth, and from a fresh perspective, yet three chapters on cognitive neuroscience and two chapters on computational and mathematical modelling are a particularly innovative feature of this Handbook. The Handbook is divided into the following sections: Section I: Perception, Attention and Action Section II: Learning and Memory Section III: Language Section IV: Reasoning and Decision-Making Section V: Cognitive Neuropsychology Section VI: Modelling Cognition Coherent, authoritative, international and accessible to both advanced students as well as researchers, the Handbook of Cognition represents a guided tour of the research literature in cognitive psychology and cognitive science. Whether an established researcher in this field, or someone approaching it for the first time at a senior level, this volume will be indispensable reading and a reference for many years to come.