Cognitive Modeling for Automated Human Performance Evaluation at Scale

Cognitive Modeling for Automated Human Performance Evaluation at Scale PDF Author: Haiyue Yuan
Publisher: Springer Nature
ISBN: 3030457044
Category : Computers
Languages : en
Pages : 105

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Book Description
Cognitive models and software tools have been widely used for both research and commercial purposes. Although they have proved very useful, there are some limitations preventing large-scale modeling and simulation tasks to be carried out efficiently and effectively. In this book, we aim to provide readers with a systematic overview of state-of-the-art cognitive modeling software tools and applications and an introduction to a new software framework for facilitating large-scale modeling and simulation of human-performance tasks. The authors first review cognitive modeling theories and then present an overview of state-of-the-art software tools for cognitive modeling and simulation. Finally, the book focuses on the new software framework and a research prototype called CogTool+, including how to incorporate behavioral data such as eye-tracking data in modeling and simulation tasks. Typical applications of CogTool+ in HCI and cyber security are given to demonstrate its usefulness.

Cognitive Modeling for Automated Human Performance Evaluation at Scale

Cognitive Modeling for Automated Human Performance Evaluation at Scale PDF Author: Haiyue Yuan
Publisher: Springer Nature
ISBN: 3030457044
Category : Computers
Languages : en
Pages : 105

Get Book Here

Book Description
Cognitive models and software tools have been widely used for both research and commercial purposes. Although they have proved very useful, there are some limitations preventing large-scale modeling and simulation tasks to be carried out efficiently and effectively. In this book, we aim to provide readers with a systematic overview of state-of-the-art cognitive modeling software tools and applications and an introduction to a new software framework for facilitating large-scale modeling and simulation of human-performance tasks. The authors first review cognitive modeling theories and then present an overview of state-of-the-art software tools for cognitive modeling and simulation. Finally, the book focuses on the new software framework and a research prototype called CogTool+, including how to incorporate behavioral data such as eye-tracking data in modeling and simulation tasks. Typical applications of CogTool+ in HCI and cyber security are given to demonstrate its usefulness.

Handbook of Cognitive Task Design

Handbook of Cognitive Task Design PDF Author: Erik Hollnagel
Publisher: CRC Press
ISBN: 1410607771
Category : Technology & Engineering
Languages : en
Pages : 833

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Book Description
This Handbook serves as a single source for theories, models, and methods related to cognitive task design. It provides the scientific and theoretical basis required by industrial and academic researchers, as well as the practical and methodological guidance needed by practitioners who face problems of building safe and effective human-technology s

Foundations of Augmented Cognition. Directing the Future of Adaptive Systems

Foundations of Augmented Cognition. Directing the Future of Adaptive Systems PDF Author: Dylan D. Schmorrow
Publisher: Springer
ISBN: 3642218520
Category : Computers
Languages : en
Pages : 682

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Book Description
This book constitutes the refereed proceedings of the 6th International Conference on Augmented Cognition, FAC 2011, held in Orlando, FL, USA in July 2011, within the framework of the 14th International Conference on Human-Computer Interaction, HCII 2011, with 11 other thematically similar conferences. The 75 full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical parts on theories, models, and technologies for augmented cognition; neuroscience and brain monitoring; augmented cognition, social computing, and collaboration; augmented cognition for learning; augmented cognition and interaction; and augmented cognition in complex environments.

Multisensor Data Fusion

Multisensor Data Fusion PDF Author: David Hall
Publisher: CRC Press
ISBN: 1420038540
Category : Technology & Engineering
Languages : en
Pages : 564

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Book Description
The emerging technology of multisensor data fusion has a wide range of applications, both in Department of Defense (DoD) areas and in the civilian arena. The techniques of multisensor data fusion draw from an equally broad range of disciplines, including artificial intelligence, pattern recognition, and statistical estimation. With the rapid evolut

Handbook of Multisensor Data Fusion

Handbook of Multisensor Data Fusion PDF Author: Martin Liggins II
Publisher: CRC Press
ISBN: 1351835378
Category : Technology & Engineering
Languages : en
Pages : 870

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Book Description
In the years since the bestselling first edition, fusion research and applications have adapted to service-oriented architectures and pushed the boundaries of situational modeling in human behavior, expanding into fields such as chemical and biological sensing, crisis management, and intelligent buildings. Handbook of Multisensor Data Fusion: Theory and Practice, Second Edition represents the most current concepts and theory as information fusion expands into the realm of network-centric architectures. It reflects new developments in distributed and detection fusion, situation and impact awareness in complex applications, and human cognitive concepts. With contributions from the world’s leading fusion experts, this second edition expands to 31 chapters covering the fundamental theory and cutting-edge developments that are driving this field. New to the Second Edition— · Applications in electromagnetic systems and chemical and biological sensors · Army command and combat identification techniques · Techniques for automated reasoning · Advances in Kalman filtering · Fusion in a network centric environment · Service-oriented architecture concepts · Intelligent agents for improved decision making · Commercial off-the-shelf (COTS) software tools From basic information to state-of-the-art theories, this second edition continues to be a unique, comprehensive, and up-to-date resource for data fusion systems designers.

Automation and Human Performance

Automation and Human Performance PDF Author: Raja Parasuraman
Publisher: Routledge
ISBN: 135146504X
Category : Technology & Engineering
Languages : en
Pages : 329

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Book Description
There is perhaps no facet of modern society where the influence of computer automation has not been felt. Flight management systems for pilots, diagnostic and surgical aids for physicians, navigational displays for drivers, and decision-aiding systems for air-traffic controllers, represent only a few of the numerous domains in which powerful new automation technologies have been introduced. The benefits that have been reaped from this technological revolution have been many. At the same time, automation has not always worked as planned by designers, and many problems have arisen--from minor inefficiencies of operation to large-scale, catastrophic accidents. Understanding how humans interact with automation is vital for the successful design of new automated systems that are both safe and efficient. The influence of automation technology on human performance has often been investigated in a fragmentary, isolated manner, with investigators conducting disconnected studies in different domains. There has been little contact between these endeavors, although principles gleaned from one domain may have implications for another. Also, with a few exceptions, the research has tended to be empirical and only theory-driven. In recent years, however, various groups of investigators have begun to examine human performance in automated systems in general and to develop theories of human interaction with automation technology. This book presents the current theories and assesses the impact of automation on different aspects of human performance. Both basic and applied research is presented to highlight the general principles of human-computer interaction in several domains where automation technologies are widely implemented. The major premise is that a broad-based, theory-driven approach will have significant implications for the effective design of both current and future automation technologies. This volume will be of considerable value to researchers in human

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 464

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Book Description


Human Performance Enhancement in High-Risk Environments

Human Performance Enhancement in High-Risk Environments PDF Author: Paul E. O'Connor
Publisher: Bloomsbury Publishing USA
ISBN: 0313359849
Category : Psychology
Languages : en
Pages : 305

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Book Description
This book presents a collection of works written by military researchers on the human performance research being carried out in the military. Human Performance Enhancement in High-Risk Environments: Insights, Developments, and Future Directions from Military Research takes the breakthrough work being done by the military on human performance issues and presents it in a way that is applicable to a wider audience of high-risk professions and industries, including police forces, fire fighters, the security industry, military contracting, and more. Human Performance Enhancement in High-Risk Environments focuses on selection, training, safety, and interface design—essential steps in the process of putting the right people in the right positions with the right equipment to handle dangerous work. The book's 16 chapters are each written by military experts, emphasizing lessons learned from their own experiences and research, while highlighting the relevance of their findings to other domains in which highly trained personnel operate complex machinery with high consequences of error.

Human Work Interaction Design. Designing Engaging Automation

Human Work Interaction Design. Designing Engaging Automation PDF Author: Barbara Rita Barricelli
Publisher: Springer
ISBN: 3030052974
Category : Computers
Languages : en
Pages : 303

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Book Description
This book constitutes the thoroughly refereed post-conference proceedings of the 5th IFIP WG 13.6 Working Conference on Human Work Interaction Design, HWID 2018, held in Espoo, Finland, in August 2018. The 19 revised and extended full papers presented were carefully selected for inclusion in this volume. The papers deal with the analysis and interaction design of a variety of complex work and life contexts found in different business and application domains. They focus on interaction design for work engagement taking usability of interactive systems to the next level by providing employees pleasurable and meaningful experiences via the tools used at work. The papers are organized in two sections: the first section presents cases of HWID in practice, while the second one focuses on methodological discussion.

Digital Instrumentation and Control Systems in Nuclear Power Plants

Digital Instrumentation and Control Systems in Nuclear Power Plants PDF Author: Committee on Application of Digital Instrumentation and Control Systems to Nuclear Power Plant Operations and Safety
Publisher: National Academies Press
ISBN: 030952444X
Category : Technology & Engineering
Languages : en
Pages : 127

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Book Description
The nuclear industry and the U.S. Nuclear Regulatory Commission (USNRC) have been working for several years on the development of an adequate process to guide the replacement of aging analog monitoring and control instrumentation in nuclear power plants with modern digital instrumentation without introducing off-setting safety problems. This book identifies criteria for the USNRC's review and acceptance of digital applications in nuclear power plants. It focuses on eight areas: software quality assurance, common-mode software failure potential, systems aspects of digital instrumentation and control technology, human factors and human-machine interfaces, safety and reliability assessment methods, dedication of commercial off-the-shelf hardware and software, the case-by-case licensing process, and the adequacy of technical infrastructure.