Download or read book Cognition and Decision Making in Complex Adaptive Systems written by Meghan Carmody-Bubb and published by Springer Nature. This book was released on 2023-06-23 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the role of human behavior research, from both a historical and modern perspective, in improving objective, measurable performance outcomes to include safety, strategic decision making, and organizational performance. The book builds upon empirically supported foundations of human cognition, but with a focus on applying this knowledge in a manner that can improve human decision-making to enhance safety and performance. It includes explanations of how the human mind processes information, including differences in novice versus expert information processing, and tools to combat various cognitive biases. Explained within the framework of complex adaptive systems, this book builds upon resources developed through the author’s years of combined applied research and graduate teaching and includes chapters on the roles of uncertainty and complexity within scientific research. Finally, the book offers tools that are rooted in empirical research and demonstrated within the context of contemporary, real-world scenarios, with a focus on improving organizational effectiveness through improved strategic decision making and the development of learning cultures within organizations.

Download or read book Decision Making in Complex Environments written by Dr Jan Noyes and published by Ashgate Publishing, Ltd.. This book was released on 2012-10-01 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many complex systems in civil and military operations are highly automated with the intention of supporting human performance in difficult cognitive tasks. The complex systems can involve teams or individuals working on real-time supervisory control, command or information management tasks where a number of constraints must be satisfied. Decision Making in Complex Environments addresses the role of the human, the technology and the processes in complex socio-technical and technological systems. The aim of the book is to apply a multi-disciplinary perspective to the examination of the human factors in complex decision making. It contains more than 30 contributions on key subjects such as military human factors, team decision making issues, situation awareness, and technology support. In addition to the major application area of military human factors there are chapters on business, medical, governmental and aeronautical decision making. The book provides a unique blend of expertise from psychology, human factors, industry, commercial environments, the military, computer science, organizational psychology and training that should be valuable to academics and practitioners alike.

Download or read book Adaptive Decision Making and Intellectual Styles written by Francesco Sofo and published by Springer Science & Business Media. This book was released on 2013-03-19 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​This exciting publication provides the reader with a theoretical and practical approach to adaptive decision making, based on an appreciation of cognitive styles, in a cross-cultural context. The aim of this Brief is to describe the role of thinking-through different options as part of the decision-making process. Since cognitive style influences decision behavior, the book will first examine thinking styles, which involve both cognitive and emotive elements, as habits or preferences that shape and empower one’s cognition and emotion. The information contained in this Brief will be a useful resource to both researchers studying decision making as well as to instructors in the higher education sector and to human resource development practitioners, especially those working in international, multi-cultural companies.

Download or read book Efficient Cognition written by Armin W. Schulz and published by MIT Press. This book was released on 2018-02-09 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: An argument that representational decision making is more cognitively efficient, allowing an organism to adjust more easily to changes in the environment. Many organisms (including humans) make decisions by relying on mental representations. Not simply a reaction triggered by perception, representational decision making employs high-level, non-perceptual mental states with content to manage interactions with the environment. A person making a decision based on mental representations, for example, takes a step back from her perceptions at the time to assess the nature of the world she lives in. But why would organisms rely on representational decision making, and what evolutionary benefits does this reliance provide to the decision maker? In Efficient Cognition, Armin Schulz argues that representational decision making can be more cognitively efficient than non-representational decision making. Specifically, he shows that a key driver in the evolution of representational decision making is that mental representations can enable an organism to save cognitive resources and adjust more efficiently to changed environments. After laying out the foundations of his argument—clarifying the central questions, the characterization of representational decision making, and the relevance of an evidential form of evolutionary psychology—Schulz presents his account of the evolution of representational decision making and critically considers some of the existing accounts of the subject. He then applies his account to three open questions concerning the nature of representational decision making: the extendedness of decision making, and when we should expect cognition to extend into the environment; the specialization of decision making and the use of simple heuristics; and the psychological sources of altruistic behaviors.

Download or read book Decision Control Management and Support in Adaptive and Complex Systems written by Yuri P. Pavlov and published by . This book was released on 2012-12-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents an application and demonstration of a new mathematical technique for descriptions of complex systems"--Provided by publisher.

Download or read book Cognitive Control and Decision Making in Complex Systems written by Lesley Marion Victoria Perman and published by . This book was released on 1990 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Naturalistic Decision Making and Macrocognition written by Laura Militello and published by CRC Press. This book was released on 2017-09-18 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest work in the area of naturalistic decision making (NDM) and its extension into the area of macrocognition. It contains 18 chapters relating research centered on the study of expertise in naturalistic settings, written by international experts in NDM and cognitive systems engineering. The objective of the book is to present the reader with exciting new developments in this field of research, which is characterized by its application-oriented focus. The work addresses only real-world problems and issues. For instance, how do multi-national teams collaborate effectively? How can surgeons best be supported by technology? How do detectives make sense of complex criminal cases? In all instances the studies have been carried out on experts within their respective domains. The traditional field of NDM is extended in this work by focusing on macrocognitive functions other than decision making, namely sense-making, coordination and planning. This has broadened the scope of the field. The book also contains a theoretical discussion of the macro-micro distinction. Naturalistic Decision Making and Macrocognition will be relevant to graduate students, researchers and professionals (including professionals and researchers in business, industry and government) who are interested in decision making, expertise, training methods and system design. The material may be used in two ways: theoretically, to advance understanding of the field of naturalistic decision making; and practically, to gain insight into how experts in various domains solve particular problems, understand and deal with issues and collaborate with others.

Download or read book The Adaptive Decision Maker written by John W. Payne and published by Cambridge University Press. This book was released on 1993-05-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Adaptive Decision Maker argues that people use a variety of strategies to make judgments and choices. The authors introduce a model that shows how decision makers balance effort and accuracy considerations and predicts which strategy a person will use in a given situation. A series of experiments testing the model are presented, and the authors analyse how the model can lead to improved decisions and opportunities for further research.

Download or read book Decision Making Affect and Learning written by Mauricio R. Delgado and published by OUP Oxford. This book was released on 2011-03-24 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: This latest volume in the critically acclaimed and highly influential Attention and Performance series focuses on two of the fastest moving research areas in cognitive and affective neuroscience - decision making and emotional processing. Decision Making, Affect, and Learning investigates the psychological and neural systems underlying decision making, and the relationship with reward, affect, and learning. In addition, it considers neurodevelopmental and clinical aspects of these issues - for example the role of decision making and reward in drug addiction. It also looks at the applied aspects of this knowledge to other disciplines, including the growing field of Neuroeconomics. After an introductory chapter from the Volume editors, the book is then arranged according to the following themes: Psychological Processes underlying decision-making. Neural systems of decision-making Neural systems of emotion, reward and learning Neurodevelopmental and clinical aspects Superbly written and edited, the book highlights the complex interplay between emotional and decision-making processes and their relationship with learning.

Download or read book Cultural Factors in Systems Design written by Robert W. Proctor and published by CRC Press. This book was released on 2011-10-25 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cultural factors, in both the narrow sense of different national, racial, and ethnic groups, and in the broader sense of different groups of any type, play major roles in individual and group decisions. Written by an international, interdisciplinary group of experts, Cultural Factors in Systems Design: Decision Making and Action explores innovations in the understanding of how cultural differences influence decision making and action. Reflecting the diverse interests and viewpoints that characterize the current state of decision making and cultural research, the chapter authors represent a variety of disciplines and specialize in areas ranging from basic decision processes of individuals, to decisions made in teams and large organizations, to cultural influences on behavior. Balancing theoretical and practical perspectives, the book explores why the best laid plans go awry, examining conditions that can yield unanticipated behaviors from complex, adaptive sociotechnical systems. It highlights the different ways in which East Asians and Westerners make decisions and explores how to model and investigate cultural influences in interpersonal interactions, social judgment, and decision making. The book also reviews decision field theory and examines its implications for cross cultural decision making. With increasing globalization of organizations and interactions among people from various cultures, a better understanding of how cultural factors influence decision making and action is a necessity. Much is known about decision processes, culture and cognition, design of products and interfaces for human interaction with machines and organizational processes, however this knowledge is dispersed across several disciplines and research areas. Presenting a range of current research and new ideas, this volume brings together previously scattered research and explores how to apply it when designing systems that will be used by individuals of varied backgrounds.

Download or read book Decision Modelling Insights in Cognition and Adaptive Decision Making written by Angelo Pirrone and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Foundations of Augmented Cognition Advancing Human Performance and Decision Making through Adaptive Systems written by Dylan D. Schmorrow and published by Springer. This book was released on 2014-06-07 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 8th International Conference on the Foundations of Augmented Cognition, AC 2014, held as part of HCI International 2014 which took place in Heraklion, Crete, Greece, in June 2014 and incorporated 14 conferences which similar thematic areas. HCII 2014 received a total of 4766 submissions, of which 1476 papers and 220 posters were accepted for publication after a careful reviewing process. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers 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. The 34 papers presented in the AC 2014 proceedings are organized in topical sections named: emotional and cognitive issues in augmented cognition; machine learning for augmented cognition; augmented cognition for learning and training and augmented cognition for health and rehabilitation.

Download or read book Information Sampling and Adaptive Cognition written by Klaus Fiedler and published by Cambridge University Press. This book was released on 2006 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes that environmental information samples are biased and cognitive processes are not.

Download or read book Intelligent Decision Making An AI Based Approach written by Gloria Phillips-Wren and published by Springer Science & Business Media. This book was released on 2008-03-04 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Decision Support Systems have the potential to transform human decision making by combining research in artificial intelligence, information technology, and systems engineering. The field of intelligent decision making is expanding rapidly due, in part, to advances in artificial intelligence and network-centric environments that can deliver the technology. Communication and coordination between dispersed systems can deliver just-in-time information, real-time processing, collaborative environments, and globally up-to-date information to a human decision maker. At the same time, artificial intelligence techniques have demonstrated that they have matured sufficiently to provide computational assistance to humans in practical applications. This book includes contributions from leading researchers in the field beginning with the foundations of human decision making and the complexity of the human cognitive system. Researchers contrast human and artificial intelligence, survey computational intelligence, present pragmatic systems, and discuss future trends. This book will be an invaluable resource to anyone interested in the current state of knowledge and key research gaps in the rapidly developing field of intelligent decision support.

Download or read book Human Factors Engineering and Ergonomics written by Stephen J. Guastello and published by CRC Press. This book was released on 2013-12-19 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although still true to its original focus on the person–machine interface, the field of human factors psychology (ergonomics) has expanded to include stress research, accident analysis and prevention, and nonlinear dynamical systems theory (how systems change over time), human group dynamics, and environmental psychology. Reflecting new developments in the field, Human Factors Engineering and Ergonomics: A Systems Approach, Second Edition addresses a wide range of human factors and ergonomics principles found in conventional and twenty-first century technologies and environments. Based on the author’s thirty years of experience, the text emphasizes fundamental concepts, systems thinking, the changing nature of the person-machine interface, and the dynamics of systems as they change over time. See What’s New in the Second Edition: Developments in working memory, degrees of freedom in cognitive processes, subjective workload, decision-making, and situation awareness Updated information on cognitive workload and fatigue Additional principles for HFE, networks, multiple person-machine systems, and human-robot swarms Accident analysis and prevention includes resilience, new developments in safety climate, and an update to the inventory of accident prevention techniques and their relative effectiveness Problems in "big data" mining Psychomotor control and its relevance to human-robot systems Navigation in real-world environment Trust in automation and augmented cognition Computer technology permeates every aspect of the human–machine system, and has only become more ubiquitous since the previous edition. The systems are becoming more complex, so it should stand to reason that theories need to evolve to cope with the new sources of complexity. While many books cover traditional topics and theory, they to not focus on the practical problems students will face in the future. With broad coverage that ranges from physical ergonomics to cognitive aspects of human-machine interaction and includes dynamic approaches to system failure, this book increases the number of methods and analytical tools that are available for the human factors researcher.

Download or read book The Self Beyond Itself written by Heidi M. Ravven and published by New Press, The. This book was released on 2014-09-16 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Intertwines history, philosophy, and science . . . A powerful challenge to conventional notions of individual responsibility” (Publishers Weekly). Few concepts are more unshakable in our culture than free will, the idea that individuals are fundamentally in control of the decisions they make, good or bad. And yet the latest research about how the brain functions seems to point in the opposite direction . . . In a work of breathtaking intellectual sweep and erudition, Heidi M. Ravven offers a riveting and accessible review of cutting-edge neuroscientific research into the brain’s capacity for decision-making—from “mirror” neurons and “self-mapping” to surprising new understandings of group psychology. The Self Beyond Itself also introduces readers to a rich, alternative philosophical tradition of ethics, rooted in the writing of Baruch Spinoza, that finds uncanny confirmation in modern science. Illustrating the results of today’s research with real-life examples, taking readers from elementary school classrooms to Nazi concentration camps, Ravven demonstrates that it is possible to build a theory of ethics that doesn’t rely on free will yet still holds both individuals and groups responsible for the decisions that help create a good society. The Self Beyond Itself is that rare book that injects new ideas into an old debate—and “an important contribution to the development of our thinking about morality” (Washington Independent Review of Books). “An intellectual hand-grenade . . . A magisterial survey of how contemporary neuroscience supports a vision of human morality which puts it squarely on the same plane as other natural phenomena.” —William D. Casebeer, author of Natural Ethical Facts

Download or read book Controlling Uncertainty written by Magda Osman and published by John Wiley & Sons. This book was released on 2011-07-18 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Controlling Uncertainty: Decision Making and Learning in Complex Worlds reviews and discusses the most current research relating to the ways we can control the uncertain world around us. Features reviews and discussions of the most current research in a number of fields relevant to controlling uncertainty, such as psychology, neuroscience, computer science and engineering Presents a new framework that is designed to integrate a variety of disparate fields of research Represents the first book of its kind to provide a general overview of work related to understanding control