Models Of Cognitive Development

Author : Dr Ken Richardson,Ken Richardson
Publisher : Psychology Press
Page : 256 pages
File Size : 40,9 Mb
Release : 2002-09-26
Category : Psychology
ISBN : 9781135470975

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Models Of Cognitive Development by Dr Ken Richardson,Ken Richardson Pdf

In spite of its obvious importance and popularity, the field of cognitive development remains highly fragmented, scientifically. Instead of theoretical convergence towards a generally accepted set of principles, there remains a vast diversity of models of what knowledge and reasoning are, and how they develop. Courses and books tend to deal with this perplexing situation by simply presenting students with either a specific, favoured line, or by offering selections from the theoretical salad. As a result, students have great difficulty in obtaining a cohesive picture of the area. They are frequently bewildered by the diversity of schools, frameworks and approaches, with seemingly little connection between them. More seriously, they are deprived of a critical grasp of the area, and thus forced into a habit of early selectivity, rote memory of specific models in isolation, and regurgitation at exams. This in turn deprives the area of cognitive development of important critical impetus for future improvement. Models of Cognitive Development is an attempt to overcome these problems. It does this by arguing that the vast diversity of theories or models can be organised into groups according to a much smaller set of underlying assumptions or preconceptions, which themselves can be historically interrelated. By understanding these, students may be helped to find their way more confidently around the area as a whole, to see the 'wood' as well as the theoretical forest, and thus find themselves in a position to react to individual models more positively and more critically. Such criticism may, in turn, assist theoretical progress and unity in the future. Models of Cognitive Development covers all the contemporary theoretical and research strands in the area, with numerous examples, in a clear and straightforward manner, and should be useful to all students, researchers, and comparative theoreticians in the area.

Author : Ken Richardson
Publisher : Psychology Press
Page : 268 pages
File Size : 53,5 Mb
Release : 2019-07-12
Category : Psychology
ISBN : 9781000228014

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Models Of Cognitive Development by Ken Richardson Pdf

In spite of its obvious importance and popularity, the field of cognitive development remains highly fragmented due to the vast diversity of models of what knowledge and reasoning are, and how they develop. This new Classic Edition of Models of Cognitive Development aims to overcome this barrier through its careful introduction, illustrated examples, and approach to helping students think more critically about the subject. In this significant work, Richardson provides students, researchers, and comparative theoreticians with a cohesive understanding of the area by organizing diverse schools, frameworks, and approaches according to a much smaller set of underlying assumptions or preconceptions, which themselves can be historically interrelated. By understanding these, it’s possible to find pathways around the area more confidently as a whole, to see the “wood” as well as the theoretical trees, and be able to react to individual models more critically and constructively. The Classic Edition of this core text will be essential reading for undergraduate and graduate students of cognitive development.

Author : David Klahr,Pat Langley,Robert Neches
Publisher : MIT Press
Page : 492 pages
File Size : 49,5 Mb
Release : 1987
Category : Psychology
ISBN : 0262111144

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Production System Models of Learning and Development by David Klahr,Pat Langley,Robert Neches Pdf

Cognitive psychologists have found the production systems class of computer simulation models to be one of the most direct ways to cast complex theories of human intelligence. There have been many scattered studies on production systems since they were first proposed as computational models of human problem-solving behavior by Allen Newell some twenty years ago, but this is the first book to focus exclusively on these important models of human cognition, collecting and giving many of the best examples of current research. In the first chapter, Robert Neches, Pat Langley, and David Klahr provide an overview of the fundamental issues involved in using production systems as a medium for theorizing about cognitive processes, emphasizing their theoretical power. The remaining chapters take up learning by doing and learning by understanding, discrimination learning, learning through incremental refinement, learning by chunking, procedural earning, and learning by composition. A model of cognitive development called BAIRN is described, and a final chapter reviews John Anderson's ACT theory and discusses how it can be used in intelligent tutoring systems, including one that teaches LISP programming skills. In addition to the editors, the contributors are Yuichiro Anzai (Hokkaido University, Japan), Paul Rosenbloom (Stanford) and Allen Newell (Carnegie-Mellon), Stellan Ohlsson (University of Pittsburgh), Clayton Lewis (University of Colorado, Boulder), Iain Wallace and Kevin Bluff (Deakon University, Australia), and John Anderson (Carnegie-Mellon). David Klahr is Professor and Head of the Department of Psychology at Carnegie-Mellon University. Pat Langley is Associate Professor, Department ofInformation and Computer Science, University of California, Irvine, and Robert Neches is Research Computer Scientist at University of Southern California Information Sciences Institute. "Production System Models of Learning and Development" is included in the series Computational Models of Cognition and Perception, edited by Jerome A. Feldman, Patrick J. Hayes, and David E.Rumelhart. A Bradford Book.

Author : Graeme S. Halford
Publisher : Psychology Press
Page : 562 pages
File Size : 47,9 Mb
Release : 2014-02-25
Category : Psychology
ISBN : 9781317766636

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Children's Understanding by Graeme S. Halford Pdf

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.

Author : Ken Richardson
Publisher : Psychology Press
Page : 256 pages
File Size : 41,6 Mb
Release : 2002-09-26
Category : FAMILY & RELATIONSHIPS
ISBN : 9781135470982

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Models Of Cognitive Development by Ken Richardson Pdf

In spite of its obvious importance and popularity, the field of cognitive development remains highly fragmented, scientifically. Instead of theoretical convergence towards a generally accepted set of principles, there remains a vast diversity of models of what knowledge and reasoning are, and how they develop. Courses and books tend to deal with this perplexing situation by simply presenting students with either a specific, favoured line, or by offering selections from the theoretical salad. As a result, students have great difficulty in obtaining a cohesive picture of the area. They are frequently bewildered by the diversity of schools, frameworks and approaches, with seemingly little connection between them. More seriously, they are deprived of a critical grasp of the area, and thus forced into a habit of early selectivity, rote memory of specific models in isolation, and regurgitation at exams. This in turn deprives the area of cognitive development of important critical impetus for future improvement. Models of Cognitive Development is an attempt to overcome these problems. It does this by arguing that the vast diversity of theories or models can be organised into groups according to a much smaller set of underlying assumptions or preconceptions, which themselves can be historically interrelated. By understanding these, students may be helped to find their way more confidently around the area as a whole, to see the 'wood' as well as the theoretical forest, and thus find themselves in a position to react to individual models more positively and more critically. Such criticism may, in turn, assist theoretical progress and unity in the future. Models of Cognitive Development covers all the contemporary theoretical and research strands in the area, with numerous examples, in a clear and straightforward manner, and should be useful to all students, researchers, and comparative theoreticians in the area.

Author : Tom Verguts
Publisher : MIT Press
Page : 265 pages
File Size : 45,5 Mb
Release : 2022-02-01
Category : Science
ISBN : 9780262045360

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Introduction to Modeling Cognitive Processes by Tom Verguts Pdf

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.

Author : Katherine Twomey,Alastair Smith,Gert Westermann,Padraic Monaghan
Publisher : World Scientific
Page : 152 pages
File Size : 51,7 Mb
Release : 2016-09-29
Category : Psychology
ISBN : 9789814699358

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Neurocomputational Models of Cognitive Development and Processing by Katherine Twomey,Alastair Smith,Gert Westermann,Padraic Monaghan Pdf

This volume presents peer-reviewed versions of papers presented at the 14th Neural Computation and Psychology Workshop (NCPW14), which took place in July 2014 at Lancaster University, UK. The workshop draws international attendees from the cutting edge of interdisciplinary research in psychology, computational modeling, artificial intelligence and psychology, and aims to drive forward our understanding of the mechanisms underlying a range of cognitive processes.

Author : Andreas Demetriou,Athanassios Raftopoulos
Publisher : Cambridge University Press
Page : 432 pages
File Size : 50,5 Mb
Release : 2005-01-06
Category : Psychology
ISBN : 113944221X

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Cognitive Developmental Change by Andreas Demetriou,Athanassios Raftopoulos Pdf

Cognitive Developmental Change makes a fascinating contribution to the fields of developmental, cognitive and educational science by bringing together a uniquely diverse range of perspectives for analysing the dynamics of change. Connecting traditional Piagetian, information processing, and psychometric approaches with newer frameworks for the analysis of developmental change it provides the reader with an account of the latest theory and research at the time of publication. The contributors to the volume, all internationally respected experts, were asked when writing to consider three main aspects of cognitive change. Its object (what changes in the mind during development), its nature (how does change occur?) and its causes (why does change occur? Or, what are the internal and external factors responsible for cognitive change?). As a result chapters cover key theories of cognitive change, the factors that affect change including neurological, emotional and socio-cultural factors and methods for measuring and modelling change.

Author : Tony J. Simon,Graeme S. Halford
Publisher : Psychology Press
Page : 382 pages
File Size : 48,9 Mb
Release : 2015-05-15
Category : Psychology
ISBN : 9781317717010

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Developing Cognitive Competence by Tony J. Simon,Graeme S. Halford Pdf

Although computational modeling is now a widespread technique in cognitive science and in psychology, relatively little work in developmental psychology has used this technique. The approach is not entirely new, as a small group of researchers has attempted to create computational accounts of cognitive developmental phenomena since the inception of the technique. It should seem obvious that transition mechanisms -- or how the system progresses from one level of competence to the next -- ought to be the central question for investigation in cognitive developmental psychology. Yet, if one scans the literature of modern developmental studies, it appears that the question has been all but ignored. However, only recently have advances in computational technology enabled the researcher access to fully self-modifying computer languages capable of simulating cognitive change. By the beginning of the 1990s, increasing numbers of researchers in the cognitive sciences were of the opinion that the tools of mathematical modeling and computer simulation make theorizing about transition mechanisms both practical and beneficial -- by using both traditional symbolic computational systems and parallel distributed processing or connectionist approaches. Computational models make it possible to define the processes that lead to a system being transformed under environmental influence from one level of competence observed in children to the next most sophisticated level. By coding computational models into simulations of actual cognitive change, they become tangible entities that are accessible to systematic study. Unfortunately, little of what has been produced has been published in journals or books where many professionals would easily find them. Feeling that developmental psychologists should be exposed to this relatively new approach, a symposium was organized at the biennial meeting of the Society for Research in Child Development. The "cost of entry" was that speakers had to have a running computational model of a documented cognitive transition. Inspired by that conference, this volume is the first collection where each content chapter presents a fully implemented, self-modifying simulation of some aspect of cognitive development. Previous collections have tended to discuss general approaches -- less than fully implemented models -- or non self-modifying models. Along with introductory and review chapters, this volume presents a set of truly "developmental" computational models -- a collection that can inform the interested researcher as well as form the basis for graduate-level courses.

Author : Sara Meadows
Publisher : Routledge
Page : 484 pages
File Size : 42,8 Mb
Release : 2006-10-19
Category : Psychology
ISBN : 9781134982561

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The Child as Thinker by Sara Meadows Pdf

First published in 1993. Routledge is an imprint of Taylor & Francis, an informa company.

Author : Jerome R. Busemeyer,Adele Diederich
Publisher : SAGE
Page : 225 pages
File Size : 51,9 Mb
Release : 2010
Category : Psychology
ISBN : 9780761924500

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Cognitive Modeling by Jerome R. Busemeyer,Adele Diederich Pdf

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.

Author : Karen S. Kitchener
Publisher : Greenwood
Page : 200 pages
File Size : 50,6 Mb
Release : 1986
Category : Adulthood
ISBN : UOM:39015011297242

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Adult Cognitive Development by Karen S. Kitchener Pdf

Author : Fei Xu
Publisher : Unknown
Page : 113 pages
File Size : 40,8 Mb
Release : 2011
Category : Electronic
ISBN : OCLC:780101531

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Probabilistic Models of Cognitive Development by Fei Xu Pdf

Author : Fei Xu
Publisher : Academic Press
Page : 444 pages
File Size : 41,5 Mb
Release : 2012-10-10
Category : Education
ISBN : 9780123979193

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Rational Constructivism in Cognitive Development by Fei Xu Pdf

Volume 43 of Advances in Child Development and Behavior includes chapters that highlight some of the most recent research in the area of Rational Constructivism. Each chapter provides in-depth discussions, and this volume serves as an invaluable resource for Developmental or educational psychology researchers, scholars, and students. Chapters that highlight some of the most recent research in the area Rational Constructivism discussed in detail

Author : Sara Meadows
Publisher : Routledge
Page : 634 pages
File Size : 45,8 Mb
Release : 2012-09-10
Category : Psychology
ISBN : 9781135422530

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The Child as Thinker by Sara Meadows Pdf

This second edition of The Child as Thinker has been thoroughly revised and updated to provide an informed and accessible overview of the varied and extensive literature on children's cognition. Both theory and research data are critically examined and educational implications are discussed. After a brief discussion of the nature and subject of cognition, Sara Meadows reviews children's thinking in detail. She discusses the ways children remember and organise information in general, the acquisition of skills such as reading, writing and arithmetic, and the development of more complex reasoning as children grow to maturity. As well as studies that typically describe a generalised child, the book also reviews some of the main areas relevant to individual differences in normal cognitive development, and critically examines three major models of cognitive development. In outlining the work of Piaget, information-processing accounts and neo-Vygotskian theories, she also evaluates their different explanations of cognitive development and their implications for education. Finally, the book examines biological and social factors that may be involved in normal and suboptimal cognitive development. Sara Meadows provides an important review of the crucial issues involved in understanding cognitive development and of the new data and models that have emerged in the last few years. This book brings together areas and approaches that have hitherto been independent, and examines their strengths and weaknesses. The Child as Thinker is essential reading for all students of cognitive development.