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Inference In The Process Of Cognitive Decision Making
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Book Synopsis Goal-Directed Decision Making by : Richard W. Morris
Download or read book Goal-Directed Decision Making written by Richard W. Morris and published by Academic Press. This book was released on 2018-08-23 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Goal-Directed Decision Making: Computations and Neural Circuits examines the role of goal-directed choice. It begins with an examination of the computations performed by associated circuits, but then moves on to in-depth examinations on how goal-directed learning interacts with other forms of choice and response selection. This is the only book that embraces the multidisciplinary nature of this area of decision-making, integrating our knowledge of goal-directed decision-making from basic, computational, clinical, and ethology research into a single resource that is invaluable for neuroscientists, psychologists and computer scientists alike. The book presents discussions on the broader field of decision-making and how it has expanded to incorporate ideas related to flexible behaviors, such as cognitive control, economic choice, and Bayesian inference, as well as the influences that motivation, context and cues have on behavior and decision-making. - Details the neural circuits functionally involved in goal-directed decision-making and the computations these circuits perform - Discusses changes in goal-directed decision-making spurred by development and disorders, and within real-world applications, including social contexts and addiction - Synthesizes neuroscience, psychology and computer science research to offer a unique perspective on the central and emerging issues in goal-directed decision-making
Book Synopsis Reasoning, Inference, and Judgment in Clinical Psychology by : Dennis C. Turk
Download or read book Reasoning, Inference, and Judgment in Clinical Psychology written by Dennis C. Turk and published by . This book was released on 1988 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the practice of clinical psychology, professionals rely largely upon knowledge gained from experience, intuition, and the ability to reason soundly from available information. Yet clinicians are, by nature, flawed information processors- personal memories, feelings, and assumptions continually color and shape interpersonal communication. Clinicians are further influenced by theoretical preconceptions that often lead them to make judgements concerning clients even before meeting them. In order to provide effective, appropriate treatment, clinicians must recognize and then strive to overcome these biases that affect the clinical process. In this volume, the authors examine the process and outcomes of reasoning and inference in clinical psychology.-- Book Jacket.
Book Synopsis Decision Making for Educational Leaders by : Bob L. Johnson Jr.
Download or read book Decision Making for Educational Leaders written by Bob L. Johnson Jr. and published by State University of New York Press. This book was released on 2012-02-01 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to decision making for school administrators.
Book Synopsis A Handbook of Process Tracing Methods for Decision Research by : Michael Schulte-Mecklenbeck
Download or read book A Handbook of Process Tracing Methods for Decision Research written by Michael Schulte-Mecklenbeck and published by Psychology Press. This book was released on 2011-05-20 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides a critical review and user’s guide to conducting and reporting process tracing studies of decision making. Each chapter covers a specific method that is presented and reviewed by authors who are experts in the method’s application to decision research. The book ultimately illustrates and presents a multi-method approach and is essential reading for graduate students and researchers wishing to undertake such studies on decision making.
Download or read book Active Inference written by Thomas Parr and published by MIT Press. This book was released on 2022-03-29 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines. Active inference is a way of understanding sentient behavior—a theory that characterizes perception, planning, and action in terms of probabilistic inference. Developed by theoretical neuroscientist Karl Friston over years of groundbreaking research, active inference provides an integrated perspective on brain, cognition, and behavior that is increasingly used across multiple disciplines including neuroscience, psychology, and philosophy. Active inference puts the action into perception. This book offers the first comprehensive treatment of active inference, covering theory, applications, and cognitive domains. Active inference is a “first principles” approach to understanding behavior and the brain, framed in terms of a single imperative to minimize free energy. The book emphasizes the implications of the free energy principle for understanding how the brain works. It first introduces active inference both conceptually and formally, contextualizing it within current theories of cognition. It then provides specific examples of computational models that use active inference to explain such cognitive phenomena as perception, attention, memory, and planning.
Book Synopsis Neuroeconomics and the Decision-Making Process by : Christiansen, Bryan
Download or read book Neuroeconomics and the Decision-Making Process written by Christiansen, Bryan and published by IGI Global. This book was released on 2016-03-17 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuroeconomics has emerged as a field of study with the goal of understanding the human decision-making process and the mental consideration of multiple outcomes based on a selected action. In particular, neuroeconomics emphasizes how economic conditions can impact and influence the decision-making process and alternately, how human actions have the power to impact economic conditions. Neuroeconomics and the Decision-Making Process presents the latest research on the relationship between neuroscience, economics, and human decision-making, including theoretical foundations, real-world applications, and models for implementation. Taking a cross-disciplinary approach to neuroeconomic theory and study, this publication is an essential reference source for economists, psychologists, business professionals, and graduate-level students across disciplines.
Book Synopsis Spatial Cognitive Engine Technology by : Jianjun Zhang
Download or read book Spatial Cognitive Engine Technology written by Jianjun Zhang and published by Elsevier. This book was released on 2023-06-15 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial Cognitive Engine Technology discusses the increase in user demand for satellite wireless communication services that has led to the increasing development of spectrum resources and the fixed spectrum allocation mode which makes the utilization rate of spectrum resources lower. As an intelligent spectrum sharing technology, cognitive radio has innovated the traditional spectrum management system and is one of the effective ways to solve the above-mentioned problems. As the core of satellite cognitive radio, the spatial cognitive engine can use artificial intelligence to dynamically configure working parameters according to changes in the communication environment and user needs. - Describes the concept of cognitive engine from the perspective of the spatial cognitive cycle - Includes coverage of in-depth research on the input module of the spatial cognition engine, the environmental perception module - Provides in-depth research that has been conducted on the learning reasoning and optimization decision-making modules of the spatial cognition engine - Covers the cross-layer optimization of the spatial cognition engine to realize an intelligent and complete satellite communication mechanism
Book Synopsis Crowd Dynamics, Volume 4 by : Nicola Bellomo
Download or read book Crowd Dynamics, Volume 4 written by Nicola Bellomo and published by Springer Nature. This book was released on 2023-12-13 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This contributed volume explores innovative research in the modeling, simulation, and control of crowd dynamics. Chapter authors approach the topic from the perspectives of mathematics, physics, engineering, and psychology, providing a comprehensive overview of the work carried out in this challenging interdisciplinary research field. The volume begins with an overview of analytical problems related to crowd modeling. Attention is then given to the importance of considering the social and psychological factors that influence crowd behavior – such as emotions, communication, and decision-making processes – in order to create reliable models. Finally, specific features of crowd behavior are explored, including single-file traffic, passenger movement, modeling multiple groups in crowds, and the interplay between crowd dynamics and the spread of disease. Crowd Dynamics, Volume 4 is ideal for mathematicians, engineers, physicists, and other researchers working in the rapidly growing field of modeling and simulation of human crowds.
Book Synopsis Neural basis of social learning, social deciding, and other-regarding preferences by : Steve W C Chang
Download or read book Neural basis of social learning, social deciding, and other-regarding preferences written by Steve W C Chang and published by Frontiers Media SA. This book was released on 2015-03-02 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Humans and many other social animals decide, or learn when necessary, what to do in a given social situation by assessing a range of variables related to social states (e.g., competitive or cooperative), others’ overt behavior (e.g., response choices and outcomes), others’ covert mental states (e.g., beliefs, intentions and desires), and one’s own interpersonal inclination (e.g. other-regarding preferences and generosity). Recent studies in social neuroscience have begun to uncover how such social variables are processed, encoded, and integrated in the brain. The goal of the current Research Topic is to promote a better understanding of neural basis of social learning, social decision-making, and other-regarding preferences.
Book Synopsis Design Computing and Cognition’22 by : John S Gero
Download or read book Design Computing and Cognition’22 written by John S Gero and published by Springer Nature. This book was released on 2023-01-04 with total page 819 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports research and development that represent the state of the art in artificial intelligence in design, design cognition, design neurocognition, and design theories from the Tenth International Conference on Design Computing and Cognition held in Glasgow, UK, in 2022. The 48 chapters are grouped under the headings of natural language processing and design; design cognition; design neurocognition; learning and design; creative design and co-design; shape grammars; quantum computing; and human behavior. These contributions are of particular interest to design researchers and design educators, as well as to users of advanced computation and cognitive science. This book contains knowledge about the cognitive and neurocognitive behavior of designers, which is valuable to those who need to gain a better understanding of designing.
Book Synopsis Bayesian Models of Cognition by : Thomas L. Griffiths
Download or read book Bayesian Models of Cognition written by Thomas L. Griffiths and published by MIT Press. This book was released on 2024-11-12 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive introduction to Bayesian cognitive science, written by pioneers of the field. How does human intelligence work, in engineering terms? How do our minds get so much from so little? Bayesian models of cognition provide a powerful framework for answering these questions by reverse-engineering the mind. This textbook offers an authoritative introduction to Bayesian cognitive science and a unifying theoretical perspective on how the mind works. Part I provides an introduction to the key mathematical ideas and illustrations with examples from the psychological literature, including detailed derivations of specific models and references that can be used to learn more about the underlying principles. Part II details more advanced topics and their applications before engaging with critiques of the reverse-engineering approach. Written by experts at the forefront of new research, this comprehensive text brings the fields of cognitive science and artificial intelligence back together and establishes a firmly grounded mathematical and computational foundation for the understanding of human intelligence. The only textbook comprehensively introducing the Bayesian approach to cognition Written by pioneers in the field Offers cutting-edge coverage of Bayesian cognitive science's research frontiers Suitable for advanced undergraduate and graduate students and researchers across the sciences with an interest in the mind, brain, and intelligence Features short tutorials and case studies of specific Bayesian models
Book Synopsis A Handbook of Process Tracing Methods by : Michael Schulte-Mecklenbeck
Download or read book A Handbook of Process Tracing Methods written by Michael Schulte-Mecklenbeck and published by Routledge. This book was released on 2019-06-10 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Handbook of Process Tracing Methods demonstrates how to better understand decision outcomes by studying decision processes, through the introduction of a number of exciting techniques. Decades of research have identified numerous idiosyncrasies in human decision behavior, but some of the most recent advances in the scientific study of decision making involve the development of sophisticated methods for understanding decision process—known as process tracing. In this volume, leading experts discuss the application of these methods and focus on the best practices for using some of the more popular techniques, discussing how to incorporate them into formal decision models. This edition has been expanded and thoroughly updated throughout, and now includes new chapters on mouse tracking, protocol analysis, neurocognitive methods, the measurement of valuation, as well as an overview of important software packages. The volume not only surveys cutting-edge research to illustrate the great variety in process tracing techniques, but also serves as a tutorial for how the novice researcher might implement these methods. A Handbook of Process Tracing Methods will be an essential read for all students and researchers of decision making.
Book Synopsis Fuzzy Techniques for Decision Making by : José Carlos R. Alcantud
Download or read book Fuzzy Techniques for Decision Making written by José Carlos R. Alcantud and published by MDPI. This book was released on 2018-05-18 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Fuzzy Techniques for Decision Making" that was published in Symmetry
Book Synopsis Taming Uncertainty by : Ralph Hertwig
Download or read book Taming Uncertainty written by Ralph Hertwig and published by MIT Press. This book was released on 2019-08-13 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of the cognitive tools that the mind uses to grapple with uncertainty in the real world. How do humans navigate uncertainty, continuously making near-effortless decisions and predictions even under conditions of imperfect knowledge, high complexity, and extreme time pressure? Taming Uncertainty argues that the human mind has developed tools to grapple with uncertainty. Unlike much previous scholarship in psychology and economics, this approach is rooted in what is known about what real minds can do. Rather than reducing the human response to uncertainty to an act of juggling probabilities, the authors propose that the human cognitive system has specific tools for dealing with different forms of uncertainty. They identify three types of tools: simple heuristics, tools for information search, and tools for harnessing the wisdom of others. This set of strategies for making predictions, inferences, and decisions constitute the mind's adaptive toolbox. The authors show how these three dimensions of human decision making are integrated and they argue that the toolbox, its cognitive foundation, and the environment are in constant flux and subject to developmental change. They demonstrate that each cognitive tool can be analyzed through the concept of ecological rationality—that is, the fit between specific tools and specific environments. Chapters deal with such specific instances of decision making as food choice architecture, intertemporal choice, financial uncertainty, pedestrian navigation, and adolescent behavior.
Download or read book Research Awards Index written by and published by . This book was released on 1989 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Cognitive Biases in Visualizations by : Geoffrey Ellis
Download or read book Cognitive Biases in Visualizations written by Geoffrey Ellis and published by Springer. This book was released on 2018-09-27 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together the latest research in this new and exciting area of visualization, looking at classifying and modelling cognitive biases, together with user studies which reveal their undesirable impact on human judgement, and demonstrating how visual analytic techniques can provide effective support for mitigating key biases. A comprehensive coverage of this very relevant topic is provided though this collection of extended papers from the successful DECISIVe workshop at IEEE VIS, together with an introduction to cognitive biases and an invited chapter from a leading expert in intelligence analysis. Cognitive Biases in Visualizations will be of interest to a wide audience from those studying cognitive biases to visualization designers and practitioners. It offers a choice of research frameworks, help with the design of user studies, and proposals for the effective measurement of biases. The impact of human visualization literacy, competence and human cognition on cognitive biases are also examined, as well as the notion of system-induced biases. The well referenced chapters provide an excellent starting point for gaining an awareness of the detrimental effect that some cognitive biases can have on users’ decision-making. Human behavior is complex and we are only just starting to unravel the processes involved and investigate ways in which the computer can assist, however the final section supports the prospect that visual analytics, in particular, can counter some of the more common cognitive errors, which have been proven to be so costly.
Book Synopsis Handbook of Social Cognition: Applications by : Robert S. Wyer
Download or read book Handbook of Social Cognition: Applications written by Robert S. Wyer and published by Psychology Press. This book was released on 1994 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edition of the Handbook follows the first edition by 10 years. The earlier edition was a promissory note, presaging the directions in which the then-emerging field of social cognition was likely to move. The field was then in its infancy and the areas of research and theory that came to dominate the field during the next decade were only beginning to surface. The concepts and methods used had frequently been borrowed from cognitive psychology and had been applied to phenomena in a very limited number of areas. Nevertheless, social cognition promised to develop rapidly into an important area of psychological inquiry that would ultimately have an impact on not only several areas of psychology but other fields as well. The promises made by the earlier edition have generally been fulfilled. Since its publication, social cognition has become one of the most active areas of research in the entire field of psychology; its influence has extended to health and clinical psychology, and personality, as well as to political science, organizational behavior, and marketing and consumer behavior. The impact of social cognition theory and research within a very short period of time is incontrovertible. The present volumes provide a comprehensive and detailed review of the theoretical and empirical work that has been performed during these years, and of its implications for information processing in a wide variety of domains. The handbook is divided into two volumes. The first provides an overview of basic research and theory in social information processing, covering the automatic and controlled processing of information and its implications for how information is encoded and stored in memory, the mental representation of persons -- including oneself -- and events, the role of procedural knowledge in information processing, inference processes, and response processes. Special attention is given to the cognitive determinants and consequences of affect and emotion. The second book provides detailed discussions of the role of information processing in specific areas such as stereotyping; communication and persuasion; political judgment; close relationships; organizational, clinical and health psychology; and consumer behavior. The contributors are theorists and researchers who have themselves carried out important studies in the areas to which their chapters pertain. In combination, the contents of this two-volume set provide a sophisticated and in-depth treatment of both theory and research in this major area of psychological inquiry and the directions in which it is likely to proceed in the future.
