Cognitive Choice Modeling
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Cognitive Choice Modeling
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Author : Zheng Joyce Wang
language : en
Publisher: MIT Press
Release Date : 2021-03-09
Cognitive Choice Modeling written by Zheng Joyce Wang and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-09 with Science categories.
The emerging interdisciplinary field of cognitive choice models integrates theory and recent research findings from both decision process and choice behavior. Cognitive decision processes provide the interface between the environment and brain, enabling choice behavior, and the basic cognitive mechanisms underlying decision processes are fundamental to all fields of human activity. Yet cognitive processes and choice processes are often studied separately, whether by decision theorists, consumer researchers, or social scientists. In Cognitive Choice Modeling, Zheng Joyce Wang and Jerome R. Busemeyer introduce a new cognitive modeling approach to the study of human choice behavior. Integrating recent research findings from both cognitive science and choice behavior, they lay the groundwork for the emerging interdisciplinary field of cognitive choice modeling.
Cognitive Modeling
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Author : Jerome R. Busemeyer
language : en
Publisher: SAGE
Release Date : 2010
Cognitive Modeling written by Jerome R. Busemeyer and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Psychology categories.
Responding to an explosion of new mathematical and computational models used in the fields of cognitive science, this book provides simple tutorials concerning the development and testing of such models. The authors focus on a few key models, with a primary goal of equipping readers with the fundamental principles, methods, and tools necessary for evaluating and testing any type of model encountered in the field of cognitive science.
Cognitive Choice Modeling
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Author : Zheng Joyce Wang
language : en
Publisher: MIT Press
Release Date : 2021-03-09
Cognitive Choice Modeling written by Zheng Joyce Wang and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-09 with Science categories.
The emerging interdisciplinary field of cognitive choice models integrates theory and recent research findings from both decision process and choice behavior. Cognitive decision processes provide the interface between the environment and brain, enabling choice behavior, and the basic cognitive mechanisms underlying decision processes are fundamental to all fields of human activity. Yet cognitive processes and choice processes are often studied separately, whether by decision theorists, consumer researchers, or social scientists. In Cognitive Choice Modeling, Zheng Joyce Wang and Jerome R. Busemeyer introduce a new cognitive modeling approach to the study of human choice behavior. Integrating recent research findings from both cognitive science and choice behavior, they lay the groundwork for the emerging interdisciplinary field of cognitive choice modeling.
Computational Cognitive Modeling Of Adaptive Choice Behavior In A Dynamic Decision Paradigm
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Author :
language : en
Publisher:
Release Date : 2006
Computational Cognitive Modeling Of Adaptive Choice Behavior In A Dynamic Decision Paradigm written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.
In this project, we braided together three strands of research to study how interface design and decision strategies interact to affect adaptive choice behavior in a dynamic decision paradigm. In the first strand are computational models of dynamic decision-making built within a well-recognized cognitive architecture, ACT-R. Our second strand is composed of the decades-plus research efforts that show that people adopt decision-making strategies that tradeoff effectiveness for efficiency. Of particular importance is work showing that the way in which information is presented and how decision aids are constructed may unintentionally influence the decision strategies adopted. The third strand is work from our own lab showing the influence of hard and soft constraints on routine interactive behavior. This work suggests that the cognitive system works locally to optimize non-deliberate choices but that the sum of such locally optimized choices may be far from an optimized global outcome. These strands are braided together in Argus Prime: a simulated task environment of a radar operator's task that was designed to study the interaction between the sometimes conflicting top-down and bottom-up demands.
An Introduction To Model Based Cognitive Neuroscience
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Author : Birte U. Forstmann
language : en
Publisher: Springer Nature
Release Date :
An Introduction To Model Based Cognitive Neuroscience written by Birte U. Forstmann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Decision Making
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Author : Ray Crozier
language : en
Publisher: Routledge
Release Date : 2002-09-11
Decision Making written by Ray Crozier and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-09-11 with Business & Economics categories.
This book offers an exciting new collection of recent research on the actual processes that humans use when making decisions in their everyday lives and in business situations. The contributors use cognitive psychological techniques to break down the constituent processes and set them in their social context. The contributors are from many different countries and draw upon a wide range of techniques, making this book a valuable resource to cognitive psychologists in applied settings, economists and managers.
Cognitive Models Of Bayesian Anchoring In Discrete Choice Experiments
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Author : Fabian Dvorak
language : en
Publisher:
Release Date : 2023
Cognitive Models Of Bayesian Anchoring In Discrete Choice Experiments written by Fabian Dvorak and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.
Discrete choice experiments are an important method to derive willingness-to-pay estimates for non-market goods. Several studies have shown that willingness-to-pay estimates derived from discrete choice experiments can be sensitive to the order of the presented choice tasks or the size of the presented costs, which raises concerns about the validity of such estimates. In this paper, we present cognitive models of Bayesian anchoring that control for choice-task ordering and cost-vector anomalies in discrete choice experiments. We show that ordering and cost-vector effects arise if respondents update their marginal utility of money based on the costs presented during the experiment and introduce novel models based on Bayesian updating that correct for anchoring processes at the individual level. Using data from a discrete choice experiment on micro- and nanoplastic pollution of freshwater ecosystems in Switzerland, we demonstrate how cognitive modeling can be used to correct willingness-to-pay estimates and discuss the implications for welfare analysis and policy design.
Modelling High Level Cognitive Processes
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Author : Richard P. Cooper With Contributi
language : en
Publisher: Psychology Press
Release Date : 2013-05-13
Modelling High Level Cognitive Processes written by Richard P. Cooper With Contributi and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-13 with Psychology categories.
This book is a practical guide to building computational models of high-level cognitive processes and systems. High-level processes are those central cognitive processes involved in thinking, reasoning, planning, and so on. These processes appear to share representational and processing requirements, and it is for this reason that they are considered together in this text. The book is divided into three parts. Part I considers foundational and background issues. Part II provides a series of case studies spanning a range of cognitive domains. Part III reflects upon issues raised by the case studies. Teachers of cognitive modeling may use material from Part I to structure lectures and practical sessions, with chapters in Part II forming the basis of in-depth student projects. All models discussed in this book are developed within the COGENT environments. COGENT provides a graphical interface in which models may be sketched as "box and arrow" diagrams and is both a useful teaching tool and a productive research tool. As such, this book is designed to be of use to both students of cognitive modeling and active researchers. For students, the book provides essential background material plus an extensive set of example models, exercises and project material. Researchers of both symbolic and connectionist persuasions will find the book of interest for its approach to cognitive modeling, which emphasizes methodological issues. They will also find that the COGENT environment itself has much to offer.
Choice Modelling
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Author : Stephane Hess
language : en
Publisher: Emerald Group Publishing
Release Date : 2010-01-15
Choice Modelling written by Stephane Hess and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-15 with Transportation categories.
Contains a selection of the best theoretical and applied papers from the inaugural International Choice Modelling Conference. The conference was organised by the Institute for Transport Studies at the University of Leeds and held in Harrogate, North Yorkshire on 30 March to 1 April 2009.
Cognitive Mode Choice Models
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Author : Booi Hon Kam
language : en
Publisher:
Release Date : 1979
Cognitive Mode Choice Models written by Booi Hon Kam and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Choice of transportation categories.