Modeling Human Behaviors In Psychology Using Engineering Methods

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Modeling Human Behaviors in Psychology Using Engineering Methods

Author : Chi-Chun Lee
Publisher : CRC Press
ISBN 13 : 1000794180
Total Pages : 130 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Modeling Human Behaviors in Psychology Using Engineering Methods by : Chi-Chun Lee

Download or read book Modeling Human Behaviors in Psychology Using Engineering Methods written by Chi-Chun Lee and published by CRC Press. This book was released on 2022-09-01 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main purpose of the work is to showcase the interdisciplinary engineering approaches in modeling and understanding human behaviors during interpersonal interactions those that could be typical, distressed, or atypical. The ability to measure human behaviors quantitatively has been a core component and a major research direction in both fields of engineering and psychology – though often with distinct approaches designed for different targeted applications. Engineering methods often strive to achieve high predictive accuracies using behavioral informatics techniques; these techniques employ a combination of behavior measures derived using automated signal based descriptors, and of statistical frameworks modeled using machine learning techniques. These approaches are often distinct from the observational approaches the gold standard for the past three decades in the study of psychology, even in clinical settings. The observational approaches are largely based on human subjective judgments.

Human Behavior Learning and Transfer

Author : Yangsheng Xu
Publisher : CRC Press
ISBN 13 : 9780849377839
Total Pages : 360 pages
Book Rating : 4.3/5 (778 download)

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Book Synopsis Human Behavior Learning and Transfer by : Yangsheng Xu

Download or read book Human Behavior Learning and Transfer written by Yangsheng Xu and published by CRC Press. This book was released on 2005-09-06 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bridging the gap between human-computer engineering and control engineering, Human Behavior Learning and Transfer delineates how to abstract human action and reaction skills into computational models. The authors include methods for modeling a variety of human action and reaction behaviors and explore processes for evaluating, optimizing, and transferring human skills. They also cover modeling continuous and discontinuous human control strategy and discuss simulation studies and practical real-life situations. The book examines how to model two main aspects of human behavior: reaction skills and action skills. It begins with a discussion of the various topics involved in human reaction skills modeling. The authors apply machine learning techniques and statistical analysis to abstracting models of human reaction control strategy. They contend that such models can be learned sufficiently to emulate complex human control behaviors in the feedback loop. The second half of the book explores issues related to human action skills modeling. The methods presented are based on techniques for reducing the dimensionality of data sets, while preserving as much useful information as possible. The modeling approaches developed are applied in real-life applications including navigation of smart wheel chairs and intelligent surveillance. Written in a consistent, easily approachable style, the book includes in-depth discussions of a broad range of topics. It provides the tools required to formalize human behaviors into algorithmic, machine-coded strategies.

Modeling Human Behavior With Integrated Cognitive Architectures

Author : Kevin A. Gluck
Publisher : Psychology Press
ISBN 13 : 1135610487
Total Pages : 518 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Modeling Human Behavior With Integrated Cognitive Architectures by : Kevin A. Gluck

Download or read book Modeling Human Behavior With Integrated Cognitive Architectures written by Kevin A. Gluck and published by Psychology Press. This book was released on 2006-04-21 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Resulting from the need for greater realism in models of human and organizational behavior in military simulations, there has been increased interest in research on integrative models of human performance, both within the cognitive science community generally, and within the defense and aerospace industries in particular. This book documents accomplishments and lessons learned in a multi-year project to examine the ability of a range of integrated cognitive modeling architectures to explain and predict human behavior in a common task environment that requires multi-tasking and concept learning. This unique project, called the Agent-Based Modeling and Behavior Representation (AMBR) Model Comparison, involved a series of human performance model evaluations in which the processes and performance levels of computational cognitive models were compared to each other and to human operators performing the identical tasks. In addition to quantitative data comparing the performance of the models and real human performance, the book also presents a qualitatively oriented discussion of the practical and scientific considerations that arise in the course of attempting this kind of model development and validation effort. The primary audiences for this book are people in academia, industry, and the military who are interested in explaining and predicting complex human behavior using computational cognitive modeling approaches. The book should be of particular interest to individuals in any sector working in Psychology, Cognitive Science, Artificial Intelligence, Industrial Engineering, System Engineering, Human Factors, Ergonomics and Operations Research. Any technically or scientifically oriented professional or student should find the material fully accessible without extensive mathematical background.

Computer Simulation of Human Behavior

Author : John M. Dutton
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 730 pages
Book Rating : 4.:/5 (44 download)

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Book Synopsis Computer Simulation of Human Behavior by : John M. Dutton

Download or read book Computer Simulation of Human Behavior written by John M. Dutton and published by John Wiley & Sons. This book was released on 1971 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Driving Simulation for Engineering, Medicine, and Psychology

Author : Donald L. Fisher
Publisher : CRC Press
ISBN 13 : 9781420061017
Total Pages : 752 pages
Book Rating : 4.0/5 (61 download)

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Book Synopsis Handbook of Driving Simulation for Engineering, Medicine, and Psychology by : Donald L. Fisher

Download or read book Handbook of Driving Simulation for Engineering, Medicine, and Psychology written by Donald L. Fisher and published by CRC Press. This book was released on 2011-04-25 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective use of driving simulators requires considerable technical and methodological skill along with considerable background knowledge. Acquiring the requisite knowledge and skills can be extraordinarily time consuming, yet there has been no single convenient and comprehensive source of information on the driving simulation research being conducted around the world. A how-to-do-it resource for researchers and professionals, Handbook of Driving Simulation for Engineering, Medicine, and Psychology brings together discussions of technical issues in driving simulation with broad areas in which driving simulation is now playing a role. The chapters explore technical considerations, methodological issues, special and impaired populations, evaluation of in-vehicle and nomadic devices, and infrastructure evaluations. It examines hardware and software selection, visual database and scenario development, independent subject variables and dependent vehicle, environmental, and psychological variables, statistical and biostatistical analysis, different types of drivers, existing and future key-in vehicle devises, and validation of research. A compilation of the research from more than 100 of the world's top thinkers and practitioners, the book covers basic and advanced technical topics and provides a comprehensive review of the issues related to driving simulation. It describes literally hundreds of different simulation scenarios, provides color photographs of those scenarios, and makes available select videos of the scenarios on an accompanying web site, all of which should prove essential for seasoned researchers and for individuals new to driving simulation.

Modeling Human Behavior

Author : Lucas Jódar Sánchez
Publisher : Nova Publishers
ISBN 13 : 9781536101973
Total Pages : 0 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Modeling Human Behavior by : Lucas Jódar Sánchez

Download or read book Modeling Human Behavior written by Lucas Jódar Sánchez and published by Nova Publishers. This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses human behaviour from an individual and organizational perspective. Based on cutting-edge research, each chapter is focused on modeling human behaviour in different fields and takes into account uncertain environments by applying innovative quantitative and qualitative approaches. The book deals with the decision-making process of not only individuals behaving as economic agents who consume, save, produce and invest, but also with organizations such as families, firms, public entities and even countries. The book comprises the most contemporary topics. Each chapter challenges the reader by describing the approaches employed and providing insight into the pillars of Western societies: Public policy, public health, public education, economic and financial markets, citizen security and demographics. This book deals with trendy issues and providing answers to socio-economic dilemmas.

Behavioral Modeling and Simulation

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 030911862X
Total Pages : 423 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Behavioral Modeling and Simulation by : National Research Council

Download or read book Behavioral Modeling and Simulation written by National Research Council and published by National Academies Press. This book was released on 2008-07-04 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today's military missions have shifted away from fighting nation states using conventional weapons toward combating insurgents and terrorist networks in a battlespace in which the attitudes and behaviors of civilian noncombatants may be the primary effects of military actions. To support these new missions, the military services are increasingly interested in using models of the behavior of humans, as individuals and in groups of various kinds and sizes. Behavioral Modeling and Simulation reviews relevant individual, organizational, and societal (IOS) modeling research programs, evaluates the strengths and weaknesses of the programs and their methodologies, determines which have the greatest potential for military use, and provides guidance for the design of a research program to effectively foster the development of IOS models useful to the military. This book will be of interest to model developers, operational military users of the models and their managers, and government personnel making funding decisions regarding model development.

Social-Behavioral Modeling for Complex Systems

Author : Paul K. Davis
Publisher : John Wiley & Sons
ISBN 13 : 1119484987
Total Pages : 992 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Social-Behavioral Modeling for Complex Systems by : Paul K. Davis

Download or read book Social-Behavioral Modeling for Complex Systems written by Paul K. Davis and published by John Wiley & Sons. This book was released on 2019-03-13 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming. Recent scientific and technological advances have created exciting opportunities for such improvements. However, the book also identifies crucial scientific, ethical, and cultural challenges to be met if social-behavioral modeling is to achieve its potential. Doing so will require new methods, data sources, and technology. The volume discusses these, including those needed to achieve and maintain high standards of ethics and privacy. The result should be a new generation of modeling that will advance science and, separately, aid decision-making on major social and security-related subjects despite the myriad uncertainties and complexities of social phenomena. Intended to be relatively comprehensive in scope, the volume balances theory-driven, data-driven, and hybrid approaches. The latter may be rapidly iterative, as when artificial-intelligence methods are coupled with theory-driven insights to build models that are sound, comprehensible and usable in new situations. With the intent of being a milestone document that sketches a research agenda for the next decade, the volume draws on the wisdom, ideas and suggestions of many noted researchers who draw in turn from anthropology, communications, complexity science, computer science, defense planning, economics, engineering, health systems, medicine, neuroscience, physics, political science, psychology, public policy and sociology. In brief, the volume discusses: Cutting-edge challenges and opportunities in modeling for social and behavioral science Special requirements for achieving high standards of privacy and ethics New approaches for developing theory while exploiting both empirical and computational data Issues of reproducibility, communication, explanation, and validation Special requirements for models intended to inform decision making about complex social systems

Modeling Social Behavior and Its Applications

Author : Lucas Jódar Sánchez
Publisher :
ISBN 13 : 9781536136678
Total Pages : 290 pages
Book Rating : 4.1/5 (366 download)

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Book Synopsis Modeling Social Behavior and Its Applications by : Lucas Jódar Sánchez

Download or read book Modeling Social Behavior and Its Applications written by Lucas Jódar Sánchez and published by . This book was released on 2018 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyzes human behavior from an individual and organizational perspective. Based on cutting-edge research, each chapter is focused on modeling human behavior in different fields and taking into account uncertain environments by applying innovative quantitative and qualitative approaches.This book deals with the decision-making process of individuals behaving as economic agents who consume, save, produce and invest, but also with organizations such as families, firms, public entities and even countries.This book comprises a wide spectrum of contemporary topics. Each chapter challenges the reader by the approaches employed, providing insight into the pillars of western societies: Sociology and Public Health, Economy and Finances, Medicine, Architecture, Archeology and Engineering.Modeling Social Behavior and its Applications deals with trendy issues and provides answers to socio-economic dilemmas.

Introduction to Engineering: Engineering Fundamentals and Concepts

Author :
Publisher : Türker Canbazoğlu
ISBN 13 :
Total Pages : 406 pages
Book Rating : 4./5 ( download)

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Book Synopsis Introduction to Engineering: Engineering Fundamentals and Concepts by :

Download or read book Introduction to Engineering: Engineering Fundamentals and Concepts written by and published by Türker Canbazoğlu. This book was released on 2018-12-11 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: The future presents society with enormous challenges on many fronts, such as energy, infrastructures in urban settings, mass migrations, mobility, climate, healthcare for an aging population, social security and safety. In the coming decennia, leaps in scientific discovery and innovations will be necessary in social, political, economic and technological fields. Technology, the domain of engineers and engineering scientists, will be an essential component in making such innovations possible. Engineering is the social practice of conceiving, designing, implementing, producing and sustaining complex technological products, processes or systems. The complexity is often caused by the behaviour of the system development that changes with time that cannot be predicted in advance from its constitutive parts. This is especially true when human decisions play a key role in solving the problem. Solving complex systems requires a solid foundation in mathematics and the natural sciences, and an understanding of human nature. Therefore, the skills of the future engineers must extend over an array of fields. The book was born from the "Introduction to Engineering" courses given by the author in various universities. At that time the author was unable to find one text book, that covered all the subjects of the course. The book claims to fulfil this gap.

Human Modelling in Assisted Transportation

Author : Carlo Cacciabue
Publisher : Springer Science & Business Media
ISBN 13 : 8847018218
Total Pages : 390 pages
Book Rating : 4.8/5 (47 download)

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Book Synopsis Human Modelling in Assisted Transportation by : Carlo Cacciabue

Download or read book Human Modelling in Assisted Transportation written by Carlo Cacciabue and published by Springer Science & Business Media. This book was released on 2011-03-02 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this Workshop is to confront models, methods and tools developed within the projects with the ongoing research worldwide and to provide an environment for fruitful exchange of ideas. The main topics are: 1. Advanced human models in transportation. 2. Human Errors and Risk Assessment in design processes of assistance systems. 3. Methods and tools to prevent erroneous behaviour to mitigate its consequences. The Workshop will consist of 10 keynote lectures as well as approximately 28 peer reviewed papers.

Inside Man

Author : Mihnea Moldoveanu
Publisher : Stanford University Press
ISBN 13 : 080477742X
Total Pages : 296 pages
Book Rating : 4.8/5 (47 download)

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Book Synopsis Inside Man by : Mihnea Moldoveanu

Download or read book Inside Man written by Mihnea Moldoveanu and published by Stanford University Press. This book was released on 2011-01-28 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inside Man presents readers with an exercise in modeling human ways of being—thinking, feeling, acting. This book does not merely introduce models, but also attempts to teach modeling and to produce, within the reader, the predispositions and attitudes of the modeler: a distance from the individual whose behavior is modeled, an engineering approach to the model-building process, a (self)-critical approach to the model testing and elaboration process, and a pedagogical and a therapeutic approach to enacting and communicating models. Author Mihnea C. Moldoveanu makes the process and the phenomenon of modeling transparent and explicit, and clarifies the reasons for which modeling human behavior has to be an interactive process between the modeler and the modeled. This perspective situates Inside Man at the intersection of analytical and computational thinking about rationality, reasoning, choice and thinking, and the tradition of action science and action research.

Engineering Psychology and Human Performance

Author : Christopher D. Wickens
Publisher : Psychology Press
ISBN 13 : 1317351320
Total Pages : 541 pages
Book Rating : 4.3/5 (173 download)

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Book Synopsis Engineering Psychology and Human Performance by : Christopher D. Wickens

Download or read book Engineering Psychology and Human Performance written by Christopher D. Wickens and published by Psychology Press. This book was released on 2015-08-20 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forming connections between human performance and design Engineering Psychology and Human Performance, 4e examines human-machine interaction. The book is organized directly from the psychological perspective of human information processing. The chapters generally correspond to the flow of information as it is processed by a human being--from the senses, through the brain, to action--rather than from the perspective of system components or engineering design concepts. This book is ideal for a psychology student, engineering student, or actual practitioner in engineering psychology, human performance, and human factors Learning Goals Upon completing this book, readers should be able to: * Identify how human ability contributes to the design of technology. * Understand the connections within human information processing and human performance. * Challenge the way they think about technology's influence on human performance. * show how theoretical advances have been, or might be, applied to improving human-machine interaction

Human Behaviour in Design

Author : Udo Lindemann
Publisher : Springer Science & Business Media
ISBN 13 : 3662078112
Total Pages : 303 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Human Behaviour in Design by : Udo Lindemann

Download or read book Human Behaviour in Design written by Udo Lindemann and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Behaviour in Design addresses important aspects of creative engineering design. The main topics are the interaction between two complementary modalities - "image" and "concept", internal and external components of design thinking, and design strategies - both for individual designers and design teams. The goal is to improve and evaluate tools and methods that support design. Although this book is the outcome of an international workshop held in March 2003, it is more than just a collection of its contributions. The papers are arranged into three main topics: Individual Thinking and Acting; Interaction Between Individuals; Methods, Tools and Prerequisites. There are summaries of the discussions of the respective topics written by the chairpersons, conclusions, and an outlook to future issues in design research.

Quantitative Modeling of Human Performance in Complex, Dynamic Systems

Author : Sheldon Baron
Publisher :
ISBN 13 :
Total Pages : 110 pages
Book Rating : 4.:/5 (43 download)

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Book Synopsis Quantitative Modeling of Human Performance in Complex, Dynamic Systems by : Sheldon Baron

Download or read book Quantitative Modeling of Human Performance in Complex, Dynamic Systems written by Sheldon Baron and published by . This book was released on 1990 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reprort from a project conducted under the auspices of the National Research Council's Panel on Human Performance Modeling, Committee on Human Factors, Commission on Behavioral and Social Sciences and Education.

New Methods of Mathematical Modeling of Human Behavior in the Manual Tracking Task

Author : Gary R. George
Publisher : ProQuest
ISBN 13 : 9780549704522
Total Pages : 680 pages
Book Rating : 4.7/5 (45 download)

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Book Synopsis New Methods of Mathematical Modeling of Human Behavior in the Manual Tracking Task by : Gary R. George

Download or read book New Methods of Mathematical Modeling of Human Behavior in the Manual Tracking Task written by Gary R. George and published by ProQuest. This book was released on 2008 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Systems Approach to Management of Disasters

Author : Slobodan P. Simonovic
Publisher : John Wiley & Sons
ISBN 13 : 0470528095
Total Pages : 356 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Systems Approach to Management of Disasters by : Slobodan P. Simonovic

Download or read book Systems Approach to Management of Disasters written by Slobodan P. Simonovic and published by John Wiley & Sons. This book was released on 2010-12-01 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main goal of this text is to introduce the systems approach to disasters management community as an alternative approach that can provide support for interdisciplinary activities involved in the management of disasters. The systems approach draws on the fields of operations research and economics to create skills in solving complex management problems. The text is organized into four parts. Part I provides an introductory discussion of disaster management including an overview of the main terms used. Part II is devoted to the introduction of systems theory, mathematical formalization and classification of methods. The material presented in this section should be of practical relevance during the process of selecting an appropriate tool for the solution of a problem. Part III is technical in nature, providing a simulation approach and a detailed description of system dynamics simulation. This section details two areas of application: flood evacuation simulation, and disaster risk assessment. Part IV ends with a chapter covering steps to improve disaster management. Finally parts of the book can be used as a tool for specialized short courses for practitioners. For example a course on 'System analysis for emergency management optimization' could be based on Chapters 3, 4 and parts of Chapter 6. Included in the book is a CD with three computer programs Vensim PLE, LINPRO, and COMPRO. Vensim PLE (Personal Learning Edition) is state-of-the-art simulation software used for the implementation of system dynamics simulation. The other two programs are: LINPRO, a linear programming optimization tool; and COMPRO, for the implementation of the multi-objective analysis tool of compromise programming.