Mental Models In Cognitive Science

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Author :
Publisher : Psychology Press
ISBN 13 : 1134835663
Total Pages : 353 pages
Book Rating : 4.1/5 (348 download)

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Book Synopsis Mental Models In Cognitive Science by : Alan Garnham

Download or read book Mental Models In Cognitive Science written by Alan Garnham and published by Psychology Press. This book was released on 2013-06-17 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Phil Johnson-Laird's theory of mental models has proved to be an influential development in the cognitive sciences. This theory aims to provide a detailed account of both reasoning and inference on the one hand, and language on the other. It can therefore be regarded as a step toward the much-sought-after unified theory of cognition.; This book provides an overview of mental models research. Some of the contributors were collaborators or former graduate students of Johnson-Laird, and between them they cover the main strands of mental models theory. After an appreciation of Johnson-Laird, the book covers topics including language Processing, Reasoning, Inference, The Role Of Emotions, And The Impact Of mental illnesses on thought processes.

Mental Models

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Author :
Publisher : Harvard University Press
ISBN 13 : 9780674568822
Total Pages : 532 pages
Book Rating : 4.5/5 (688 download)

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Book Synopsis Mental Models by : Philip Nicholas Johnson-Laird

Download or read book Mental Models written by Philip Nicholas Johnson-Laird and published by Harvard University Press. This book was released on 1983 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a unified theory of the major propertries of mind, including comprehension, inference, and consciousness. The author argues that we apprehend the world by building inner mental replicas of the relationships among objects and events that concern us. The mind is essentially a model-building device that can itself be modeled on a computer. The book provides a blueprint for building such a model and numberous important illustrations of how to do it.

Mental Models and the Mind

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Author :
Publisher : Elsevier
ISBN 13 : 0080459013
Total Pages : 286 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Mental Models and the Mind by : Carsten Held

Download or read book Mental Models and the Mind written by Carsten Held and published by Elsevier. This book was released on 2006-01-11 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Cognitive psychology," "cognitive neuroscience," and "philosophy of mind" are names for three very different scientific fields, but they label aspects of the same scientific goal: to understand the nature of mental phenomena. Today, the three disciplines strongly overlap under the roof of the cognitive sciences. The book's purpose is to present views from the different disciplines on one of the central theories in cognitive science: the theory of mental models. Cognitive psychologists report their research on the representation and processing of mental models in human memory. Cognitive neuroscientists demonstrate how the brain processes visual and spatial mental models and which neural processes underlie visual and spatial thinking. Philosophers report their ideas about the role of mental models in relation to perception, emotion, representation, and intentionality. The single articles have different and mutually complementing goals: to introduce new empirical methods and approaches, to report new experimental results, and to locate competing approaches for their interpretation in the cross-disciplinary debate. The book is strongly interdisciplinary in character. It is especially addressed to researchers in any field related to mental models theory as both a reference book and an overview of present research on the topic in other disciplines. However, it is also an ideal reader for a specialized graduate course. Examines the theory of mental models from the perspectives of cognitive psychology, cognitive neuroscience and philosophy of the mind Introduces new empirical methods, experimental results, and interdisciplinary yet complementary approaches Serves as a reference book and an overview of current research

Mental Models In Cognitive Science

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Author :
Publisher : Psychology Press
ISBN 13 : 1134835736
Total Pages : 356 pages
Book Rating : 4.1/5 (348 download)

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Book Synopsis Mental Models In Cognitive Science by : Alan Garnham

Download or read book Mental Models In Cognitive Science written by Alan Garnham and published by Psychology Press. This book was released on 2013-06-17 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Phil Johnson-Laird's theory of mental models has proved to be an influential development in the cognitive sciences. This theory aims to provide a detailed account of both reasoning and inference on the one hand, and language on the other. It can therefore be regarded as a step toward the much-sought-after unified theory of cognition.; This book provides an overview of mental models research. Some of the contributors were collaborators or former graduate students of Johnson-Laird, and between them they cover the main strands of mental models theory. After an appreciation of Johnson-Laird, the book covers topics including language Processing, Reasoning, Inference, The Role Of Emotions, And The Impact Of mental illnesses on thought processes.

Mental Models

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Author :
Publisher : Psychology Press
ISBN 13 : 1317769406
Total Pages : 357 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Mental Models by : Dedre Gentner

Download or read book Mental Models written by Dedre Gentner and published by Psychology Press. This book was released on 2014-01-14 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This classic volume compiles and describes interdisciplinary research on the formal nature of human knowledge about the world. Three key dimensions that characterize mental models research are examined: the nature of the domain studied, the nature of the theoretical approach, and the nature of the methodology.

The Great Mental Models, Volume 1

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Author :
Publisher : Penguin
ISBN 13 : 0593719972
Total Pages : 209 pages
Book Rating : 4.5/5 (937 download)

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Book Synopsis The Great Mental Models, Volume 1 by : Shane Parrish

Download or read book The Great Mental Models, Volume 1 written by Shane Parrish and published by Penguin. This book was released on 2024-10-15 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the essential thinking tools you’ve been missing with The Great Mental Models series by Shane Parrish, New York Times bestselling author and the mind behind the acclaimed Farnam Street blog and “The Knowledge Project” podcast. This first book in the series is your guide to learning the crucial thinking tools nobody ever taught you. Time and time again, great thinkers such as Charlie Munger and Warren Buffett have credited their success to mental models–representations of how something works that can scale onto other fields. Mastering a small number of mental models enables you to rapidly grasp new information, identify patterns others miss, and avoid the common mistakes that hold people back. The Great Mental Models: Volume 1, General Thinking Concepts shows you how making a few tiny changes in the way you think can deliver big results. Drawing on examples from history, business, art, and science, this book details nine of the most versatile, all-purpose mental models you can use right away to improve your decision making and productivity. This book will teach you how to: Avoid blind spots when looking at problems. Find non-obvious solutions. Anticipate and achieve desired outcomes. Play to your strengths, avoid your weaknesses, … and more. The Great Mental Models series demystifies once elusive concepts and illuminates rich knowledge that traditional education overlooks. This series is the most comprehensive and accessible guide on using mental models to better understand our world, solve problems, and gain an advantage.

Visualization in Science Education

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1402036132
Total Pages : 375 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Visualization in Science Education by : John K. Gilbert

Download or read book Visualization in Science Education written by John K. Gilbert and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses key issues concerning visualization in the teaching and learning of science at any level in educational systems. It is the first book specifically on visualization in science education. The book draws on the insights from cognitive psychology, science, and education, by experts from five countries. It unites these with the practice of science education, particularly the ever-increasing use of computer-managed modelling packages.

Children's Understanding

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Publisher : Psychology Press
ISBN 13 : 1317766636
Total Pages : 562 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Children's Understanding by : Graeme S. Halford

Download or read book Children's Understanding written by Graeme S. Halford and published by Psychology Press. This book was released on 2014-02-25 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work argues that cognitive development is experience driven, and processes entailed in acquiring information about the world are analyzed based on recent models of learning and induction. The way information is represented and accessed when performing cognitive tasks is considered paying particular attention to the implications of Parallel Distributed Processing (PDP) models for cognitive development. The first half of the book contains analyses of human reasoning processes (drawing on PDP models of analogy), development of strategies, and task complexity -- all based on aspects of PDP representations. It is proposed that PDP representations become more differentiated with age, so more vectors can be processed in parallel, with the result that structures of greater complexity can be processed. This model gives an account of previously unexplained difficulties in children's reasoning, including some which were influential in stage theories. The second half of the book examines processes entailed in some representative cognitive developmental tasks, including transitive inference, deductive inference (categorical syllogisms), hypothesis testing, learning set acquisition, acquisition and transfer of relational structures, humor, hierarchical classification and inclusion, understanding of quantity, arithmetic word problems, algebra, conservation, mechanics, and the concept of mind. Process accounts of tasks are emphasized, based on applications of recent developments in cognitive science.

Introduction to Modeling Cognitive Processes

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Author :
Publisher : MIT Press
ISBN 13 : 0262045362
Total Pages : 265 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Modeling Cognitive Processes by : Tom Verguts

Download or read book Introduction to Modeling Cognitive Processes written by Tom Verguts and published by MIT Press. This book was released on 2022-02-01 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments. Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills. After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and model evaluation; the three recent cognitive modeling approaches of reinforcement learning, unsupervised learning, and Bayesian models; and models of social interaction. All mathematical concepts are introduced gradually, with no background in advanced topics required. Hints and solutions for exercises and a glossary follow the main text. All code in the book is Python, with the Spyder editor in the Anaconda environment. A GitHub repository with Python files enables readers to access the computer code used and start programming themselves. The book is suitable as an introduction to modeling cognitive processes for students across a range of disciplines and as a reference for researchers interested in a broad overview.

Readings in Cognitive Science

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Publisher : Elsevier
ISBN 13 : 148321446X
Total Pages : 673 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Readings in Cognitive Science by : Allan Collins

Download or read book Readings in Cognitive Science written by Allan Collins and published by Elsevier. This book was released on 2013-10-02 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence brings together important studies that fall in the intersection between artificial intelligence and cognitive psychology. This book is composed of six chapters, and begins with the complex anatomy and physiology of the human brain. The next chapters deal with the components of cognitive science, such as the semantic memory, similarity and analogy, and learning. These chapters also consider the application of mental models, which represent the domain-specific knowledge needed to understand a dynamic system or natural physical phenomena. The remaining chapters discuss the concept of reasoning, problem solving, planning, vision, and imagery. This book is of value to psychologists, psychiatrists, neurologists, and researchers who are interested in cognition.

Encyclopedia of the Sciences of Learning

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Publisher : Springer Science & Business Media
ISBN 13 : 1441914277
Total Pages : 3643 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Encyclopedia of the Sciences of Learning by : Norbert M. Seel

Download or read book Encyclopedia of the Sciences of Learning written by Norbert M. Seel and published by Springer Science & Business Media. This book was released on 2011-10-05 with total page 3643 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past century, educational psychologists and researchers have posited many theories to explain how individuals learn, i.e. how they acquire, organize and deploy knowledge and skills. The 20th century can be considered the century of psychology on learning and related fields of interest (such as motivation, cognition, metacognition etc.) and it is fascinating to see the various mainstreams of learning, remembered and forgotten over the 20th century and note that basic assumptions of early theories survived several paradigm shifts of psychology and epistemology. Beyond folk psychology and its naïve theories of learning, psychological learning theories can be grouped into some basic categories, such as behaviorist learning theories, connectionist learning theories, cognitive learning theories, constructivist learning theories, and social learning theories. Learning theories are not limited to psychology and related fields of interest but rather we can find the topic of learning in various disciplines, such as philosophy and epistemology, education, information science, biology, and – as a result of the emergence of computer technologies – especially also in the field of computer sciences and artificial intelligence. As a consequence, machine learning struck a chord in the 1980s and became an important field of the learning sciences in general. As the learning sciences became more specialized and complex, the various fields of interest were widely spread and separated from each other; as a consequence, even presently, there is no comprehensive overview of the sciences of learning or the central theoretical concepts and vocabulary on which researchers rely. The Encyclopedia of the Sciences of Learning provides an up-to-date, broad and authoritative coverage of the specific terms mostly used in the sciences of learning and its related fields, including relevant areas of instruction, pedagogy, cognitive sciences, and especially machine learning and knowledge engineering. This modern compendium will be an indispensable source of information for scientists, educators, engineers, and technical staff active in all fields of learning. More specifically, the Encyclopedia provides fast access to the most relevant theoretical terms provides up-to-date, broad and authoritative coverage of the most important theories within the various fields of the learning sciences and adjacent sciences and communication technologies; supplies clear and precise explanations of the theoretical terms, cross-references to related entries and up-to-date references to important research and publications. The Encyclopedia also contains biographical entries of individuals who have substantially contributed to the sciences of learning; the entries are written by a distinguished panel of researchers in the various fields of the learning sciences.

The Cognitive Science of Science

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Author :
Publisher : MIT Press (MA)
ISBN 13 : 9780262017282
Total Pages : 0 pages
Book Rating : 4.0/5 (172 download)

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Book Synopsis The Cognitive Science of Science by : Paul Thagard

Download or read book The Cognitive Science of Science written by Paul Thagard and published by MIT Press (MA). This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thagard examines scientific development from the interdisciplinary perspective of cognitive science. Cognitive science combines insights from: philosophers analyze historical cases, psychologists carry out behavioral experiments, neuroscientists perform brain scans, and computer modelers write programs that simulate thought processes.

The Computer and the Mind

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Publisher : Harvard University Press
ISBN 13 : 9780674156166
Total Pages : 452 pages
Book Rating : 4.1/5 (561 download)

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Book Synopsis The Computer and the Mind by : Philip Nicholas Johnson-Laird

Download or read book The Computer and the Mind written by Philip Nicholas Johnson-Laird and published by Harvard University Press. This book was released on 1988 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a field choked with seemingly impenetrable jargon, Philip N. Johnson-Laird has done the impossible: written a book about how the mind works that requires no advance knowledge of artificial intelligence, neurophysiology, or psychology. The mind, he says, depends on the brain in the same way as the execution of a program of symbolic instructions depends on a computer, and can thus be understood by anyone willing to start with basic principles of computation and follow his step-by-step explanations. The author begins with a brief account of the history of psychology and the birth of cognitive science after World War II. He then describes clearly and simply the nature of symbols and the theory of computation, and follows with sections devoted to current computational models of how the mind carries out all its major tasks, including visual perception, learning, memory, the planning and control of actions, deductive and inductive reasoning, and the formation of new concepts and new ideas. Other sections discuss human communication, meaning, the progress that has been made in enabling computers to understand natural language, and finally the difficult problems of the conscious and unconscious mind, free will, needs and emotions, and self-awareness. In an envoi, the author responds to the critics of cognitive science and defends the computational view of the mind as an alternative to traditional dualism: cognitive science integrates mind and matter within the same explanatory framework. This first single-authored introduction to cognitive science will command the attention of students of cognitive science at all levels including psychologists, linguists, computer scientists, philosophers, and neuroscientists--as well as all readers curious about recent knowledge on how the mind works.

Mental Models as Representations of Discourse and Text

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Author :
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 218 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Mental Models as Representations of Discourse and Text by : Alan Garnham

Download or read book Mental Models as Representations of Discourse and Text written by Alan Garnham and published by Prentice Hall. This book was released on 1987 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt:

How We Reason

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Publisher : Oxford University Press, USA
ISBN 13 : 0198569769
Total Pages : 584 pages
Book Rating : 4.1/5 (985 download)

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Book Synopsis How We Reason by : Philip Nicholas Johnson-Laird

Download or read book How We Reason written by Philip Nicholas Johnson-Laird and published by Oxford University Press, USA. This book was released on 2006 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Good reasoning can lead to success; bad reasoning can lead to catastrophe. Yet, it's not obvious how we reason, and why we make mistakes. This book looks at the mental processes that underlie our reasoning. It provides the most accessible account yet of the science of reasoning.

The Oxford Handbook of Cognitive Psychology

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Publisher :
ISBN 13 : 0195376749
Total Pages : 1106 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Oxford Handbook of Cognitive Psychology by : Daniel Reisberg

Download or read book The Oxford Handbook of Cognitive Psychology written by Daniel Reisberg and published by . This book was released on 2013-04-04 with total page 1106 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is an essential, comprehensive resource for students and academics interested in topics in cognitive psychology, including perceptual issues, attention, memory, knowledge representation, language, emotional influences, judgment, problem solving, and the study of individual differences in cognition.

Integrated and Holistic Perspectives on Learning, Instruction and Technology

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Publisher : Springer Science & Business Media
ISBN 13 : 0306475847
Total Pages : 292 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Integrated and Holistic Perspectives on Learning, Instruction and Technology by : J.M. Spector

Download or read book Integrated and Holistic Perspectives on Learning, Instruction and Technology written by J.M. Spector and published by Springer Science & Business Media. This book was released on 2005-12-17 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: One outcome of recent progress in educational technology is strong interest in providing effective support for learning in complex and ill-structured domains. We know how to use technology to promote understanding in simpler domains (e.g., orientation information, procedures with minimal-branching, etc.), but we are less sure how to use technology to support understanding in more complex domains (e.g., managing limited resources, understanding environmental impacts, etc.). Such domains are increasingly significant for society. Technology (e.g., collaborative tele-learning, digital repositories, interactive simulations, etc.) can provide conceptually and functionally rich domains for learning. However, this introduces the problem of determining what works in which circumstances and why. Research and development on these matters is reflected in this collection of papers. This research suggests a need to rethink foundational issues in educational philosophy and learning technology. One major theme connecting these papers is the need to address learning in the large - from a more holistic perspective. A second theme concerns the need to take learners where and as they are, integrating technology into effective learning places. Significant and systematic progress in learning support for complex domains demands further attention to these important issues.